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2024
[j34]
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Nafiseh Jabbari Tofighi, Mohamed Hedi Elfkir, Nevrez Imamoglu, Cagri Ozcinar, Aykut Erdem, Erkut Erdem:
Omnidirectional image quality assessment with local-global vision transformers. Image Vis. Comput. 148: 105151 (2024)
[j33]
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Ahmet Ercan Tekden, Aykut Erdem, Erkut Erdem, Tamim Asfour, Emre Ugur:
Object and relation centric representations for push effect prediction. Robotics Auton. Syst. 174: 104632 (2024)
[j32]
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Orhan Torun, Seniha Esen Yüksel, Erkut Erdem, Nevrez Imamoglu, Aykut Erdem:
Hyperspectral image denoising via self-modulating convolutional neural networks. Signal Process. 214: 109248 (2024)
[j31]
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Burak Ercan, Onur Eker, Canberk Saglam, Aykut Erdem, Erkut Erdem:
HyperE2VID: Improving Event-Based Video Reconstruction via Hypernetworks. IEEE Trans. Image Process. 33: 1826-1837 (2024)
2023
[j30]
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Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. 2023 (2023)
[j29]
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Ahmet Canberk Baykal, Abdul Basit Anees, Duygu Ceylan, Erkut Erdem, Aykut Erdem, Deniz Yuret:
CLIP-guided StyleGAN Inversion for Text-driven Real Image Editing. ACM Trans. Graph. 42(5): 172:1-172:18 (2023)
2022
[j28]
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  - journals/jair/ErdemKYFPPBTECL22
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Erkut Erdem, Menekse Kuyu, Semih Yagcioglu, Anette Frank, Letitia Parcalabescu, Barbara Plank, Andrii Babii, Oleksii Turuta, Aykut Erdem, Iacer Calixto, Elena Lloret, Elena Simona Apostol, Ciprian-Octavian Truica, Branislava Sandrih, Sanda Martincic-Ipsic, Gábor Berend, Albert Gatt, Grazina Korvel:
Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning. J. Artif. Intell. Res. 73: 1131-1207 (2022)
[j27]
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Kemal Cizmeciler, Erkut Erdem, Aykut Erdem:
Leveraging semantic saliency maps for query-specific video summarization. Multim. Tools Appl. 81(12): 17457-17482 (2022)
[j26]
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Aysun Kocak, Erkut Erdem, Aykut Erdem:
A Gated Fusion Network for Dynamic Saliency Prediction. IEEE Trans. Cogn. Dev. Syst. 14(3): 995-1008 (2022)
2021
[j25]
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  - journals/cgf/KerimACEE21
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Abdulrahman Kerim, Cem Aslan, Ufuk Celikcan, Erkut Erdem, Aykut Erdem:
NOVA: Rendering Virtual Worlds with Humans for Computer Vision Tasks. Comput. Graph. Forum 40(6): 258-272 (2021)
[j24]
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Murat Türe, Mustafa Ege Çiklabakkal, Aykut Erdem, Erkut Erdem, Pinar Satilmis, Ahmet Oguz Akyüz:
From Noon to Sunset: Interactive Rendering, Relighting, and Recolouring of Landscape Photographs by Modifying Solar Position. Comput. Graph. Forum 40(6): 500-515 (2021)
[j23]
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Abdulrahman Kerim, Ufuk Celikcan, Erkut Erdem, Aykut Erdem:
Using synthetic data for person tracking under adverse weather conditions. Image Vis. Comput. 111: 104187 (2021)
[j22]
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  - journals/mia/YurtDEEOC21
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Mahmut Yurt, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Kader Karli Oguz, Tolga Çukur:
mustGAN: multi-stream Generative Adversarial Networks for MR Image Synthesis. Medical Image Anal. 70: 101944 (2021)
[j21]
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Begum Citamak, Ozan Caglayan, Menekse Kuyu, Erkut Erdem, Aykut Erdem, Pranava Madhyastha, Lucia Specia:
MSVD-Turkish: a comprehensive multimodal video dataset for integrated vision and language research in Turkish. Mach. Transl. 35(2): 265-288 (2021)
[j20]
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Emre Boran, Aykut Erdem, Nazli Ikizler-Cinbis, Erkut Erdem, Pranava Madhyastha, Lucia Specia:
Leveraging auxiliary image descriptions for dense video captioning. Pattern Recognit. Lett. 146: 70-76 (2021)
[j19]
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Bora Celikkale, Goksu Erdogan, Aykut Erdem, Erkut Erdem:
Generating visual story graphs with application to photo album summarization. Signal Process. Image Commun. 90: 116033 (2021)
[j18]
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Onur Can Uner, Cem Aslan, Burak Ercan, Tayfun Ates, Ufuk Celikcan, Aykut Erdem, Erkut Erdem:
Synthetic18K: Learning better representations for person re-ID and attribute recognition from 1.4 million synthetic images. Signal Process. Image Commun. 97: 116335 (2021)
[j17]
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Ahmet Serdar Karadeniz, Erkut Erdem, Aykut Erdem:
Burst Photography for Learning to Enhance Extremely Dark Images. IEEE Trans. Image Process. 30: 9372-9385 (2021)
2020
[j16]
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Yasin Kavak, Erkut Erdem, Aykut Erdem:
Hedging static saliency models to predict dynamic saliency. Signal Process. Image Commun. 81 (2020)
[j15]
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Levent Karacan, Zeynep Akata, Aykut Erdem, Erkut Erdem:
Manipulating Attributes of Natural Scenes via Hallucination. ACM Trans. Graph. 39(1): 7:1-7:17 (2020)
2018
[j14]
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Çagdas Bak, Aysun Kocak, Erkut Erdem, Aykut Erdem:
Spatio-Temporal Saliency Networks for Dynamic Saliency Prediction. IEEE Trans. Multim. 20(7): 1688-1698 (2018)
2017
[j13]
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Mert Kilickaya, Burak Kerim Akkus, Ruket Çakici, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis:
Data-driven image captioning via salient region discovery. IET Comput. Vis. 11(6): 398-406 (2017)
[j12]
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Yasin Kavak, Erkut Erdem, Aykut Erdem:
A comparative study for feature integration strategies in dynamic saliency estimation. Signal Process. Image Commun. 51: 13-25 (2017)
[j11]
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Levent Karacan, Aykut Erdem, Erkut Erdem:
Alpha Matting With KL-Divergence-Based Sparse Sampling. IEEE Trans. Image Process. 26(9): 4523-4536 (2017)
2016
[j10]
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Okan Tarhan Tursun, Ahmet Oguz Akyüz, Aykut Erdem, Erkut Erdem:
An Objective Deghosting Quality Metric for HDR Images. Comput. Graph. Forum 35(2): 139-152 (2016)
[j9]
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Raffaella Bernardi, Ruket Çakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank:
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures. J. Artif. Intell. Res. 55: 409-442 (2016)
[j8]
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Osman Akin, Erkut Erdem, Aykut Erdem, Krystian Mikolajczyk:
Deformable part-based tracking by coupled global and local correlation filters. J. Vis. Commun. Image Represent. 38: 763-774 (2016)
2015
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Okan Tarhan Tursun, Ahmet Oguz Akyüz, Aykut Erdem, Erkut Erdem:
The State of the Art in HDR Deghosting: A Survey and Evaluation. Comput. Graph. Forum 34(2): 683-707 (2015)
[j6]
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Bora Celikkale, Aykut Erdem, Erkut Erdem:
Predicting memorability of images using attention-driven spatial pooling and image semantics. Image Vis. Comput. 42: 35-46 (2015)
2013
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Levent Karacan, Erkut Erdem, Aykut Erdem:
Structure-preserving image smoothing via region covariances. ACM Trans. Graph. 32(6): 176:1-176:11 (2013)
2012
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Aykut Erdem, Marcello Pelillo:
Graph Transduction as a Noncooperative Game. Neural Comput. 24(3): 700-723 (2012)
2010
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Aykut Erdem, Sibel Tari:
A similarity-based approach for shape classification using Aslan skeletons. Pattern Recognit. Lett. 31(13): 2024-2032 (2010)
2009
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Emre Baseski, Aykut Erdem, Sibel Tari:
Dissimilarity between two skeletal trees in a context. Pattern Recognit. 42(3): 370-385 (2009)
2008
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Cagri Aslan, Aykut Erdem, Erkut Erdem, Sibel Tari:
Disconnected Skeleton: Shape at Its Absolute Scale. IEEE Trans. Pattern Anal. Mach. Intell. 30(12): 2188-2203 (2008)

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2024
[c61]
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Ilker Kesen, Andrea Pedrotti, Mustafa Dogan, Michele Cafagna, Emre Can Acikgoz, Letitia Parcalabescu, Iacer Calixto, Anette Frank, Albert Gatt, Aykut Erdem, Erkut Erdem:
ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models. ICLR 2024
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Orhan Torun, Seniha Esen Yüksel, Erkut Erdem, Aykut Erdem:
Self-Supervised Calibration of the Denoising Networks for HSI. IGARSS 2024: 9277-9280
[c59]
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Semih Yagcioglu, Osman Batur Ince, Aykut Erdem, Erkut Erdem, Desmond Elliott, Deniz Yuret:
Sequential Compositional Generalization in Multimodal Models. NAACL-HLT 2024: 5591-5611
2023
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Mert Cokelek, Nevrez Imamoglu, Cagri Ozcinar, Erkut Erdem, Aykut Erdem:
Spherical Vision Transformer for 360° Video Saliency Prediction. BMVC 2023: 317-319
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Burak Ercan, Onur Eker, Aykut Erdem, Erkut Erdem:
EVREAL: Towards a Comprehensive Benchmark and Analysis Suite for Event-based Video Reconstruction. CVPR Workshops 2023: 3943-3952
[c56]
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Osman Batur Ince, Tanin Zeraati, Semih Yagcioglu, Yadollah Yaghoobzadeh, Erkut Erdem, Aykut Erdem:
Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers. EMNLP (Findings) 2023: 13023-13041
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Nafiseh Jabbari Tofighi, Mohamed Hedi Elfkir, Nevrez Imamoglu, Cagri Ozcinar, Erkut Erdem, Aykut Erdem:
ST360IQ: No-Reference Omnidirectional Image Quality Assessment With Spherical Vision Transformers. ICASSP 2023: 1-5
[c54]
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Moayed Haji Ali, Andrew Bond, Levent Karacan, Tolga Birdal, Erkut Erdem, Duygu Ceylan, Aykut Erdem:
VidStyleODE: Disentangled Video Editing via StyleGAN and NeuralODEs. ICCV 2023: 7489-7500
2022
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Tayfun Ates, Muhammed Samil Atesoglu, Cagatay Yigit, Ilker Kesen, Mert Kobas, Erkut Erdem, Aykut Erdem, Tilbe Göksun, Deniz Yuret:
CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions. ACL (Findings) 2022: 2602-2627
[c52]
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Levent Karacan, Tolga Kerimoglu, Ismail Inan, Tolga Birdal, Erkut Erdem, Aykut Erdem:
Disentangling Content and Motion for Text-Based Neural Video Manipulation. BMVC 2022: 443
[c51]
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Halit Ozsoy, Mert Cokelek, Inci Ayhan, Erkut Erdem, Aykut Erdem:
How scene attributes and sound influence visual exploration of omnidirectional panoramic scenes. CogSci 2022
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Ilker Kesen, Ozan Arkan Can, Erkut Erdem, Aykut Erdem, Deniz Yüret:
Modulating Bottom-Up and Top-Down Visual Processing via Language-Conditional Filters. CVPR Workshops 2022: 4609-4619
[c49]
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Anabela Barreiro, José G. C. de Souza, Albert Gatt, Mehul Bhatt, Elena Lloret, Aykut Erdem, Dimitra Gkatzia, Helena Moniz, Irene Russo, Fábio N. Kepler, Iacer Calixto, Marcin Paprzycki, François Portet, Isabelle Augenstein, Mirela Alhasani:
Multi3Generation: Multitask, Multilingual, Multimodal Language Generation. EAMT 2022: 345-346
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Cansu Korkmaz, A. Murat Tekalp, Zafer Dogan, Erkut Erdem, Aykut Erdem:
Perception-Distortion Trade-Off in the SR Space Spanned by Flow Models. ICIP 2022: 2396-2400
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Onat Dalmaz, Idil Aytekin, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Çukur:
Multi-Contrast MRI Synthesis with Channel-Exchanging-Network. SIU 2022: 1-4
2021
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Ozan Caglayan, Menekse Kuyu, Mustafa Sercan Amac, Pranava Madhyastha, Erkut Erdem, Aykut Erdem, Lucia Specia:
Cross-lingual Visual Pre-training for Multimodal Machine Translation. EACL 2021: 1317-1324
[c45]
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Adil Kaan Akan, Erkut Erdem, Aykut Erdem, Fatma Güney:
SLAMP: Stochastic Latent Appearance and Motion Prediction. ICCV 2021: 14708-14717
[c44]
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Mert Cokelek, Nevrez Imamoglu, Cagri Ozcinar, Erkut Erdem, Aykut Erdem:
Leveraging Frequency Based Salient Spatial Sound Localization to Improve 360° Video Saliency Prediction. MVA 2021: 1-5
2020
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Ahmet Ercan Tekden, Aykut Erdem, Erkut Erdem, Mert Imre, M. Yunus Seker, Emre Ugur:
Belief Regulated Dual Propagation Nets for Learning Action Effects on Groups of Articulated Objects. ICRA 2020: 10556-10562
2019
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Mustafa Sercan Amac, Semih Yagcioglu, Aykut Erdem, Erkut Erdem:
Procedural Reasoning Networks for Understanding Multimodal Procedures. CoNLL 2019: 441-451
[c41]
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Yunus Emre Ozkose, Bora Celikkale, Erkut Erdem, Aykut Erdem:
Diverse Neural Photo Album Summarization. IPTA 2019: 1-6
[c40]
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Mustafa Sercan Amac, Aykut Erdem, Erkut Erdem:
A Comparative Analysis of Practices in Training Deep Models for Fashion Attribute Detection. SIU 2019: 1-4
[c39]
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Begüm Çitamak, Menekse Kuyu, Aykut Erdem, Erkut Erdem:
MSVD-Turkish: A Large-Scale Dataset for Video Captioning in Turkish. SIU 2019: 1-4
2018
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Hazal Lezki, Ahu Ozturk, M. Akif Akpinar, Mehmet Kerim Yucel, K. Berker Logoglu, Aykut Erdem, Erkut Erdem:
Joint Exploitation of Features and Optical Flow for Real-Time Moving Object Detection on Drones. ECCV Workshops (2) 2018: 100-116
[c37]
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Semih Yagcioglu, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis:
RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes. EMNLP 2018: 1358-1368
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Mehmet Gunel, Erkut Erdem, Aykut Erdem:
Generating person images based on attributes. SIU 2018: 1-4
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Menekse Kuyu, Aykut Erdem, Erkut Erdem:
Image captioning in Turkish with subword units. SIU 2018: 1-4
[c34]
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Yunus Emre Ozkose, Tarik Ayberk Yilikoglu, Levent Karacan, Aykut Erdem:
Finding location of a photograph with deep learning. SIU 2018: 1-4
2017
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Mert Kilickaya, Aykut Erdem, Nazli Ikizler-Cinbis, Erkut Erdem:
Re-evaluating Automatic Metrics for Image Captioning. EACL (1) 2017: 199-209
[c32]
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K. Berker Logoglu, Hazal Lezki, Mehmet Kerim Yucel, Ahu Ozturk, Alper Kucukkomurler, Batuhan Karagöz, Aykut Erdem, Erkut Erdem:
Feature-Based Efficient Moving Object Detection for Low-Altitude Aerial Platforms. ICCV Workshops 2017: 2119-2128
[c31]
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Raffaella Bernardi, Ruket Çakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank:
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures (Extended Abstract). IJCAI 2017: 4970-4974
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Cem Gungor, Fatih Baltaci, Aykut Erdem, Erkut Erdem:
Turkish cuisine: A benchmark dataset with Turkish meals for food recognition. SIU 2017: 1-4
[c29]
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Levent Karacan, Aykut Erdem, Erkut Erdem:
Adjusting transient attributes of outdoor images using generative adversarial networks. SIU 2017: 1-4
2016
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Mert Kilickaya, Nazli Ikizler-Cinbis, Erkut Erdem, Aykut Erdem:
Leveraging Captions in the Wild to Improve Object Detection. VL@ACL 2016
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Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin, Tomás Vojír, Gustav Häger, Alan Lukezic, Gustavo Fernández, Abhinav Gupta, Alfredo Petrosino, Alireza Memarmoghadam, Álvaro García-Martín, Andrés Solís Montero, Andrea Vedaldi, Andreas Robinson, Andy Jinhua Ma, Anton Varfolomieiev, A. Aydin Alatan, Aykut Erdem, Bernard Ghanem, Bin Liu, Bohyung Han, Brais Martínez, Chang-Ming Chang, Changsheng Xu, Chong Sun, Daijin Kim, Dapeng Chen, Dawei Du, Deepak Mishra, Dit-Yan Yeung, Erhan Gundogdu, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Giorgio Roffo, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Guna Seetharaman, Henry Medeiros, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Huchuan Lu, Hyemin Lee, Hyeonseob Nam, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jianke Zhu, Jiayi Feng, Jin Gao, Jin Young Choi, Jingjing Xiao, Ji-Wan Kim, Jiyeoup Jeong, João F. Henriques, Jochen Lang, Jongwon Choi, José M. Martínez, Junliang Xing, Junyu Gao, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Lei Qin, Lijun Wang, Longyin Wen, Luca Bertinetto, Madan Kumar Rapuru, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Michael Arens, Michel F. Valstar, Ming Tang, Mooyeol Baek, Muhammad Haris Khan, Naiyan Wang, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Payman Moallem, Pedro Senna, Philip H. S. Torr, Pong C. Yuen, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Rustam Stolkin, Ryan Walsh, Sebastian Bernd Krah, Shengkun Li, Shengping Zhang, Shizeng Yao, Simon Hadfield, Simone Melzi, Siwei Lyu, Siyi Li, Stefan Becker, Stuart Golodetz, Sumithra Kakanuru, Sunglok Choi, Tao Hu, Thomas Mauthner, Tianzhu Zhang, Tony P. Pridmore, Vincenzo Santopietro, Weiming Hu, Wenbo Li, Wolfgang Hübner, Xiangyuan Lan, Xiaomeng Wang, Xin Li, Yang Li, Yiannis Demiris, Yifan Wang, Yuankai Qi, Zejian Yuan, Zexiong Cai, Zhan Xu, Zhenyu He, Zhizhen Chi:
The Visual Object Tracking VOT2016 Challenge Results. ECCV Workshops (2) 2016: 777-823
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Michael Felsberg, Matej Kristan, Jiri Matas, Ales Leonardis, Roman P. Pflugfelder, Gustav Häger, Amanda Berg, Abdelrahman Eldesokey, Jörgen Ahlberg, Luka Cehovin, Tomás Vojír, Alan Lukezic, Gustavo Fernández, Alfredo Petrosino, Álvaro García-Martín, Andrés Solís Montero, Anton Varfolomieiev, Aykut Erdem, Bohyung Han, Chang-Ming Chang, Dawei Du, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Guna Seetharaman, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Hyeonseob Nam, Jack Valmadre, Jianke Zhu, Jiayi Feng, Jochen Lang, José M. Martínez, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Longyin Wen, Luca Bertinetto, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Michael Arens, Ming Tang, Mooyeol Baek, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Philip H. S. Torr, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Sebastian Bernd Krah, Shengkun Li, Shizeng Yao, Simon Hadfield, Siwei Lyu, Stefan Becker, Stuart Golodetz, Tao Hu, Thomas Mauthner, Vincenzo Santopietro, Wenbo Li, Wolfgang Hübner, Xin Li, Yang Li, Zhan Xu, Zhenyu He:
The Thermal Infrared Visual Object Tracking VOT-TIR2016 Challenge Results. ECCV Workshops (2) 2016: 824-849
[c25]
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Goksu Erdogan, Aykut Erdem, Erkut Erdem:
HUCVL at MediaEval 2016: Predicting Interesting Key Frames with Deep Models. MediaEval 2016
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Çagdas Bak, Aykut Erdem, Erkut Erdem:
Clustering motion trajectories via dominant sets. SIU 2016: 601-604
[c23]
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Goksu Erdogan, Bora Celikkale, Aykut Erdem, Erkut Erdem:
Summarizing personal image collections with intrinsic properties. SIU 2016: 1225-1228
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Burcak Asal, Aykut Erdem, Erkut Erdem:
Dominant sets based analysis of human crowds. SIU 2016: 1713-1716
[c21]
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Mesut Erhan Unal, Begum Citamak, Semih Yagcioglu, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Ruket Çakici:
TasvirEt: A benchmark dataset for automatic Turkish description generation from images. SIU 2016: 1977-1980
2015
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Semih Yagcioglu, Erkut Erdem, Aykut Erdem, Ruket Çakici:
A Distributed Representation Based Query Expansion Approach for Image Captioning. ACL (2) 2015: 106-111
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Levent Karacan, Aykut Erdem, Erkut Erdem:
Image Matting with KL-Divergence Based Sparse Sampling. ICCV 2015: 424-432
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Semih Yagcioglu, Erkut Erdem, Aykut Erdem:
City Scale Image Geolocalization via Dense Scene Alignment. WACV 2015: 726-732
2014
[c17]
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Aysun Kocak, Kemal Cizmeciler, Aykut Erdem, Erkut Erdem:
Top down saliency estimation via superpixel-based discriminative dictionaries. BMVC 2014
[c16]
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Mehmet Gunel, Levent Karacan, Aykut Erdem, Erkut Erdem:
Image colorization via dense correspondences. SIU 2014: 285-288
[c15]
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Kubra Mammadova, Erkut Erdem, Aykut Erdem:
Visual saliency guided exposure fusion. SIU 2014: 536-539
[c14]
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Okan Tarhan Tursun, Ahmet Oguz Akyüz, Aykut Erdem, Erkut Erdem:
Evaluating deghosting algorithms for HDR images. SIU 2014: 1275-1278
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Mert Kilickaya, Erkut Erdem, Aykut Erdem, Nazli Ikizler-Cinbis, Ruket Çakici:
Data-driven image captioning with meta-class based retrieval. SIU 2014: 1922-1925
2013
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Bora Celikkale, Aykut Erdem, Erkut Erdem:
Visual Attention-Driven Spatial Pooling for Image Memorability. CVPR Workshops 2013: 976-983
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Hasan Tugrul Erdogan, Erkut Erdem, Aykut Erdem:
Group sparsity based sparse coding for region covariances. SIU 2013: 1-4
2012
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Osman Akin, Aykut Erdem, Erkut Erdem:
Revisiting milis multiple instance learning algorithm with a different instance selection mechanism. SIU 2012: 1-4
2011
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Manuel J. Gonzalez, Dieter Ferling, Wieslawa M. Wajda, Aykut Erdem, Philippe Maugars:
Concepts for energy efficient LTE transceiver systems in macro base stations. Future Network & Mobile Summit 2011: 1-8
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Aykut Erdem, Marcello Pelillo:
Graph Transduction as a Non-cooperative Game. GbRPR 2011: 195-204
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Aykut Erdem, Erkut Erdem:
Multiple-Instance Learning with Instance Selection via Dominant Sets. SIMBAD 2011: 177-191
2010
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Aykut Erdem, Andrea Torsello:
A Game Theoretic Approach to Learning Shape Categories and Contextual Similarities. SSPR/SPR 2010: 139-148
2009
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Aykut Erdem, Sibel Tari:
Coarse-to-Fine Matching of Shapes Using Disconnected Skeletons by Learning Class-Specific Boundary Deformations. GbRPR 2009: 21-30
2005
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Erkut Erdem, Aykut Erdem, Sibel Tari:
Edge Strength Functions as Shape Priors in Image Segmentation. EMMCVPR 2005: 490-502
2003
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Erkut Erdem, Aykut Erdem, Volkan Atalay:
Image-based Extraction of Material Reflectance Properties of a 3D Rigid Object. Eurographics (Posters) 2003
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Erkut Erdem, Aykut Erdem, Volkan Atalay, A. Enis Çetin:
Computer vision based unistroke keyboard system and mouse for the handicapped. ICME 2003: 765-768
2002
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Aykut Erdem, Erkut Erdem, Yasemin Yardimci, Volkan Atalay, A. Enis Çetin:
Computer vision based mouse. ICASSP 2002: 4178

Informal and Other Publications

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2024
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Semih Yagcioglu, Osman Batur Ince, Aykut Erdem, Erkut Erdem, Desmond Elliott, Deniz Yuret:
Sequential Compositional Generalization in Multimodal Models. CoRR abs/2404.12013 (2024)
[i39]
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Emre Can Acikgoz, Osman Batur Ince, Rayene Bench, Arda Anil Boz, Ilker Kesen, Aykut Erdem, Erkut Erdem:
Hippocrates: An Open-Source Framework for Advancing Large Language Models in Healthcare. CoRR abs/2404.16621 (2024)
[i38]
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Burak Can Biner, Farrin Marouf Sofian, Umur Berkay Karakas, Duygu Ceylan, Erkut Erdem, Aykut Erdem:
SonicDiffusion: Audio-Driven Image Generation and Editing with Pretrained Diffusion Models. CoRR abs/2405.00878 (2024)
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Yigit Ekin, Ahmet Burak Yildirim, Erdem Eren Caglar, Aykut Erdem, Erkut Erdem, Aysegul Dundar:
CLIPAway: Harmonizing Focused Embeddings for Removing Objects via Diffusion Models. CoRR abs/2406.09368 (2024)
[i36]
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Mustafa Dogan, Ilker Kesen, Iacer Calixto, Aykut Erdem, Erkut Erdem:
Evaluating Linguistic Capabilities of Multimodal LLMs in the Lens of Few-Shot Learning. CoRR abs/2407.12498 (2024)
2023
[i35]
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Nafiseh Jabbari Tofighi, Mohamed Hedi Elfkir, Nevrez Imamoglu, Cagri Ozcinar, Erkut Erdem, Aykut Erdem:
ST360IQ: No-Reference Omnidirectional Image Quality Assessment with Spherical Vision Transformers. CoRR abs/2303.06907 (2023)
[i34]
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Ahmet Burak Yildirim, Vedat Baday, Erkut Erdem, Aykut Erdem, Aysegul Dundar:
Inst-Inpaint: Instructing to Remove Objects with Diffusion Models. CoRR abs/2304.03246 (2023)
[i33]
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Moayed Haji Ali, Andrew Bond, Tolga Birdal, Duygu Ceylan, Levent Karacan, Erkut Erdem, Aykut Erdem:
VidStyleODE: Disentangled Video Editing via StyleGAN and NeuralODEs. CoRR abs/2304.06020 (2023)
[i32]
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Burak Ercan, Onur Eker, Aykut Erdem, Erkut Erdem:
EVREAL: Towards a Comprehensive Benchmark and Analysis Suite for Event-based Video Reconstruction. CoRR abs/2305.00434 (2023)
[i31]
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Burak Ercan, Onur Eker, Canberk Saglam, Aykut Erdem, Erkut Erdem:
HyperE2VID: Improving Event-Based Video Reconstruction via Hypernetworks. CoRR abs/2305.06382 (2023)
[i30]
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Ahmet Canberk Baykal, Abdul Basit Anees, Duygu Ceylan, Erkut Erdem, Aykut Erdem, Deniz Yuret:
CLIP-Guided StyleGAN Inversion for Text-Driven Real Image Editing. CoRR abs/2307.08397 (2023)
[i29]
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Mert Cokelek, Nevrez Imamoglu, Cagri Ozcinar, Erkut Erdem, Aykut Erdem:
Spherical Vision Transformer for 360-degree Video Saliency Prediction. CoRR abs/2308.13004 (2023)
[i28]
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Orhan Torun, Seniha Esen Yüksel, Erkut Erdem, Nevrez Imamoglu, Aykut Erdem:
Hyperspectral Image Denoising via Self-Modulating Convolutional Neural Networks. CoRR abs/2309.08197 (2023)
[i27]
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Osman Batur Ince, Tanin Zeraati, Semih Yagcioglu, Yadollah Yaghoobzadeh, Erkut Erdem, Aykut Erdem:
Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers. CoRR abs/2310.12118 (2023)
[i26]
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Ilker Kesen, Andrea Pedrotti, Mustafa Dogan, Michele Cafagna, Emre Can Acikgoz, Letitia Parcalabescu, Iacer Calixto, Anette Frank, Albert Gatt, Aykut Erdem, Erkut Erdem:
ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models. CoRR abs/2311.07022 (2023)
2022
[i25]
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Adil Kaan Akan, Sadra Safadoust, Erkut Erdem, Aykut Erdem, Fatma Güney:
Stochastic Video Prediction with Structure and Motion. CoRR abs/2203.10528 (2022)
[i24]
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Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. CoRR abs/2206.04615 (2022)
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Cansu Korkmaz, A. Murat Tekalp, Zafer Dogan, Erkut Erdem, Aykut Erdem:
Perception-Distortion Trade-off in the SR Space Spanned by Flow Models. CoRR abs/2209.08564 (2022)
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Levent Karacan, Tolga Kerimoglu, Ismail Inan, Tolga Birdal, Erkut Erdem, Aykut Erdem:
Disentangling Content and Motion for Text-Based Neural Video Manipulation. CoRR abs/2211.02980 (2022)
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Ilker Kesen, Aykut Erdem, Erkut Erdem, Iacer Calixto:
Detecting Euphemisms with Literal Descriptions and Visual Imagery. CoRR abs/2211.04576 (2022)
2021
[i20]
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Ozan Caglayan, Menekse Kuyu, Mustafa Sercan Amac, Pranava Madhyastha, Erkut Erdem, Aykut Erdem, Lucia Specia:
Cross-lingual Visual Pre-training for Multimodal Machine Translation. CoRR abs/2101.10044 (2021)
[i19]
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Ahmet Ercan Tekden, Aykut Erdem, Erkut Erdem, Tamim Asfour, Emre Ugur:
Object and Relation Centric Representations for Push Effect Prediction. CoRR abs/2102.02100 (2021)
[i18]
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Aysun Kocak, Erkut Erdem, Aykut Erdem:
A Gated Fusion Network for Dynamic Saliency Prediction. CoRR abs/2102.07682 (2021)
[i17]
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Adil Kaan Akan, Erkut Erdem, Aykut Erdem, Fatma Güney:
SLAMP: Stochastic Latent Appearance and Motion Prediction. CoRR abs/2108.02760 (2021)
2020
[i16]
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  - journals/corr/abs-2006-09845
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Ahmet Serdar Karadeniz, Erkut Erdem, Aykut Erdem:
Burst Photography for Learning to Enhance Extremely Dark Images. CoRR abs/2006.09845 (2020)
[i15]
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  - journals/corr/abs-2012-04293
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Tayfun Ates, Muhammed Samil Atesoglu, Cagatay Yigit, Ilker Kesen, Mert Kobas, Erkut Erdem, Aykut Erdem, Tilbe Göksun, Deniz Yuret:
CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions. CoRR abs/2012.04293 (2020)
[i14]
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Begum Citamak, Ozan Caglayan, Menekse Kuyu, Erkut Erdem, Aykut Erdem, Pranava Madhyastha, Lucia Specia:
MSVD-Turkish: A Comprehensive Multimodal Dataset for Integrated Vision and Language Research in Turkish. CoRR abs/2012.07098 (2020)
2019
[i13]
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  - journals/corr/abs-1909-03785
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Ahmet Ercan Tekden, Aykut Erdem, Erkut Erdem, Mert Imre, M. Yunus Seker, Emre Ugur:
Belief Regulated Dual Propagation Nets for Learning Action Effects on Articulated Multi-Part Objects. CoRR abs/1909.03785 (2019)
[i12]
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Mustafa Sercan Amac, Semih Yagcioglu, Aykut Erdem, Erkut Erdem:
Procedural Reasoning Networks for Understanding Multimodal Procedures. CoRR abs/1909.08859 (2019)
[i11]
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Mahmut Yurt, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Çukur:
mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis. CoRR abs/1909.11504 (2019)
2018
[i10]
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Salman Ul Hassan Dar, Mahmut Yurt, Levent Karacan, Aykut Erdem, Erkut Erdem, Tolga Çukur:
Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks. CoRR abs/1802.01221 (2018)
[i9]
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Mehmet Günel, Erkut Erdem, Aykut Erdem:
Language Guided Fashion Image Manipulation with Feature-wise Transformations. CoRR abs/1808.04000 (2018)
[i8]
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  - journals/corr/abs-1808-07413
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Levent Karacan, Zeynep Akata, Aykut Erdem, Erkut Erdem:
Manipulating Attributes of Natural Scenes via Hallucination. CoRR abs/1808.07413 (2018)
[i7]
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  - journals/corr/abs-1809-00812
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Semih Yagcioglu, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis:
RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes. CoRR abs/1809.00812 (2018)
2016
[i6]
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  - journals/corr/BernardiCEEEIKM16
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Raffaella Bernardi, Ruket Çakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank:
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures. CoRR abs/1601.03896 (2016)
[i5]
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  - journals/corr/BakEE16
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Çagdas Bak, Aykut Erdem, Erkut Erdem:
Two-Stream Convolutional Networks for Dynamic Saliency Prediction. CoRR abs/1607.04730 (2016)
[i4]
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Levent Karacan, Zeynep Akata, Aykut Erdem, Erkut Erdem:
Learning to Generate Images of Outdoor Scenes from Attributes and Semantic Layouts. CoRR abs/1612.00215 (2016)
[i3]
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  - journals/corr/KilickayaEIE16
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Mert Kilickaya, Aykut Erdem, Nazli Ikizler-Cinbis, Erkut Erdem:
Re-evaluating Automatic Metrics for Image Captioning. CoRR abs/1612.07600 (2016)
2013
[i2]
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Yasin Kavak, Erkut Erdem, Aykut Erdem:
Visual saliency estimation by integrating features using multiple kernel learning. CoRR abs/1307.5693 (2013)
2011
[i1]
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  - journals/corr/abs-1104-2751
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Cagri Aslan, Aykut Erdem, Erkut Erdem, Sibel Tari:
Disconnected Skeleton: Shape at its Absolute Scale. CoRR abs/1104.2751 (2011)

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