- An Yan, Zexue He, Xing Lu, Jiang Du, Eric Y. Chang, Amilcare Gentili, Julian J. McAuley
, Chun-Nan Hsu:
Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation. EMNLP (Findings) 2021: 4009-4015 - Anupama Mishra, Brij B. Gupta
, Ching-Hsien Hsu, Kwok Tai Chui
:
The early detection of malicious communication with DNS traffic through the use of simple features. GCCE 2021: 291-293 - Krishna Yadav, Brij B. Gupta
, Ching-Hsien Hsu, Kwok Tai Chui
:
Unsupervised Federated Learning based IoT Intrusion Detection. GCCE 2021: 298-301 - Akshat Gaurav
, Brij B. Gupta
, Ching-Hsien Hsu, Shingo Yamaguchi, Kwok Tai Chui
:
Fog Layer-based DDoS attack Detection Approach for Internet-of-Things (IoTs) devices. ICCE 2021: 1-5 - James Tu, Tsun-Hsuan Wang, Jingkang Wang, Sivabalan Manivasagam, Mengye Ren, Raquel Urtasun:
Adversarial Attacks On Multi-Agent Communication. ICCV 2021: 7748-7757 - Wan-Hsuan Yen, Chi-Cheng Chang, John Willliams:
Gender Differences in Engineering Design Thinking in a Project-Based STEAM Course. ICITL 2021: 557-566 - Tzu-Hsuan Chou, Hyunkyu Ouh, Jinyong Kim, Matthew L. Johnston:
Linear and Single-Photon Avalanche Diode Dual-Mode CMOS Optical Sensor with High Frame Rate Operation. MWSCAS 2021: 271-274 - Shuang Yao, Chin-Wei Hsu, Rui Zhang, Shuyi Shen, Qi Zhou, Shang-Jen Su, Yahya Alfadhli, John R. Barry, Gee-Kung Chang:
Experimental Analysis of Fourier Transform based Blind Frequency Offset Estimation for PS-QAM in W-band Fiber-Millimeter Wave Integrated System. OFC 2021: 1-3 - Akshat Gaurav, Brij B. Gupta, Kwok Tai Chui, Dragan Perakovic, Priyanka Chaurasia, Ching-Hsien Hsu:
A Novel Approach for Fake Comments and Reviews Detection on the Online Social Networks. SysCom 2021: 89-93 - Akshat Gaurav, Zhili Zhou, Kwok Tai Chui, Francesco Colace, Priyanka Chaurasia, Ching-Hsien Hsu:
A Novel Approach for DDoS Attack Detection Using Big Data and Machine Learning. SysCom 2021: 126-131 - James Tu, Tsun-Hsuan Wang, Jingkang Wang, Sivabalan Manivasagam, Mengye Ren, Raquel Urtasun:
Adversarial Attacks On Multi-Agent Communication. CoRR abs/2101.06560 (2021) - Farah Fahim, Benjamin Hawks, Christian Herwig, James Hirschauer, Sergo Jindariani, Nhan Tran, Luca P. Carloni, Giuseppe Di Guglielmo, Philip C. Harris, Jeffrey D. Krupa, Dylan S. Rankin, Manuel Blanco Valentin, Josiah D. Hester, Yingyi Luo, John Mamish, Seda Ogrenci Memik, Thea Aarrestad
, Hamza Javed, Vladimir Loncar, Maurizio Pierini, Adrian Alan Pol, Sioni Summers, Javier M. Duarte
, Scott Hauck, Shih-Chieh Hsu, Jennifer Ngadiuba
, Mia Liu, Duc Hoang, Edward Kreinar, Zhenbin Wu:
hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices. CoRR abs/2103.05579 (2021) - Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ B. Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch, Dallas Card, Rodrigo Castellon, Niladri S. Chatterji, Annie S. Chen, Kathleen Creel, Jared Quincy Davis, Dorottya Demszky, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren Gillespie, Karan Goel, Noah D. Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Koh, Mark S. Krass, Ranjay Krishna, Rohith Kuditipudi, et al.:
On the Opportunities and Risks of Foundation Models. CoRR abs/2108.07258 (2021) - An Yan, Zexue He, Xing Lu, Jiang Du, Eric Y. Chang, Amilcare Gentili, Julian J. McAuley
, Chun-Nan Hsu:
Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation. CoRR abs/2109.12242 (2021) - Allison McCarn Deiana, Nhan Tran, Joshua Agar, Michaela Blott, Giuseppe Di Guglielmo, Javier M. Duarte
, Philip C. Harris, Scott Hauck, Mia Liu, Mark S. Neubauer, Jennifer Ngadiuba, Seda Ogrenci Memik, Maurizio Pierini, Thea Aarrestad, Steffen Bähr, Jürgen Becker, Anne-Sophie Berthold, Richard J. Bonventre, Tomás E. Müller-Bravo
, Markus Diefenthaler, Zhen Dong, Nick Fritzsche, Amir Gholami, Ekaterina Govorkova, Kyle J. Hazelwood, Christian Herwig, Babar Khan, Sehoon Kim, Thomas Klijnsma, Yaling Liu, Kin Ho Lo, Tri Nguyen, Gianantonio Pezzullo, Seyedramin Rasoulinezhad, Ryan A. Rivera, Kate Scholberg, Justin Selig, Sougata Sen, Dmitri Strukov, William Tang, Savannah Thais, Kai Lukas Unger, Ricardo Vilalta, Belinavon Krosigk
, Thomas K. Warburton, Maria Acosta Flechas, Anthony Aportela
, Thomas Calvet, Leonardo Cristella, Daniel Diaz, Caterina Doglioni, Maria Domenica Galati, Elham E Khoda, Farah Fahim, Davide Giri, Benjamin Hawks, Duc Hoang, Burt Holzman, Shih-Chieh Hsu, Sergo Jindariani, Iris Johnson, Raghav Kansal, Ryan Kastner, Erik Katsavounidis, Jeffrey D. Krupa, Pan Li, Sandeep Madireddy, Ethan Marx, Patrick McCormack, Andres Meza, Jovan Mitrevski, Mohammed Attia Mohammed, Farouk Mokhtar, Eric A. Moreno, Srishti Nagu, Rohin Narayan, Noah Palladino, Zhiqiang Que, Sang Eon Park
, Subramanian Ramamoorthy, Dylan S. Rankin, Simon Rothman, Ashish Sharma, Sioni Summers, Pietro Vischia, Jean-Roch Vlimant, Olivia Weng:
Applications and Techniques for Fast Machine Learning in Science. CoRR abs/2110.13041 (2021) - Tanish Tyagi, Colin G. Magdamo, Ayush Noori, Zhaozhi Li, Xiao Liu, Mayuresh Deodhar, Zhuoqiao Hong, Wendong Ge, Elissa M. Ye, Yi-han Sheu, Haitham Alabsi, Laura Brenner, Gregory K. Robbins, Sahar Zafar, Nicole Benson, Lidia M. V. R. Moura, John Hsu, Alberto Serrano-Pozo, Dimitry Prokopenko, Rudolph E. Tanzi, Bradley T. Hyman, Deborah Blacker, Shibani S. Mukerji, M. Brandon Westover, Sudeshna Das:
Using Deep Learning to Identify Patients with Cognitive Impairment in Electronic Health Records. CoRR abs/2111.09115 (2021) - Alexander Amini, Tsun-Hsuan Wang, Igor Gilitschenski, Wilko Schwarting, Zhijian Liu, Song Han, Sertac Karaman, Daniela Rus:
VISTA 2.0: An Open, Data-driven Simulator for Multimodal Sensing and Policy Learning for Autonomous Vehicles. CoRR abs/2111.12083 (2021) - Tsun-Hsuan Wang, Alexander Amini, Wilko Schwarting, Igor Gilitschenski, Sertac Karaman, Daniela Rus:
Learning Interactive Driving Policies via Data-driven Simulation. CoRR abs/2111.12137 (2021) - Chia-Hsuan Lee, Aditya Siddhant, Viresh Ratnakar, Melvin Johnson:
DOCmT5: Document-Level Pretraining of Multilingual Language Models. CoRR abs/2112.08709 (2021) - 2020
- Hamed Haselimashhadi, Jeremy C. Mason
, Violeta Muñoz-Fuentes
, Federico López-Gómez
, Kolawole O. Babalola
, Elif F. Acar, Vivek Kumar, Jacqui White, Ann M. Flenniken, Ruairidh King, Ewan Straiton
, John Richard Seavitt, Angelina Gaspero, Arturo Garza, Audrey E. Christianson, Chih-Wei Hsu
, Corey L. Reynolds, Denise G. Lanza
, Isabel Lorenzo, Jennie R. Green, Juan J. Gallegos, Ritu Bohat, Rodney C. Samaco, Surabi Veeraragavan, Jong Kyoung Kim
, Gregor Miller
, Helmut Fuchs, Lillian Garrett, Lore Becker
, Yeon Kyung Kang, David Clary, Soo Young Cho, Masaru Tamura, Nobuhiko Tanaka, Kyung Dong Soo, Alexandr Bezginov, Ghina Bou About, Marie-France Champy, Laurent Vasseur, Sophie Leblanc, Hamid Meziane, Mohammed Selloum
, Patrick T. Reilly, Nadine Spielmann, Holger Maier, Valérie Gailus-Durner, Tania Sorg
, Hiroshi Masuya, Yuichi Obata, Jason D. Heaney, Mary E. Dickinson, Wolfgang Wurst, Glauco P. Tocchini-Valentini, Kevin C. Kent Lloyd, Colin McKerlie, Je Kyung Seong
, Yann Herault
, Martin Hrabé de Angelis
, Steve D. M. Brown, Damian Smedley, Paul Flicek
, Ann-Marie Mallon
, Helen E. Parkinson
, Terrence F. Meehan
:
Soft windowing application to improve analysis of high-throughput phenotyping data. Bioinform. 36(5): 1492-1500 (2020) - Kai-Cheng Hsu, Ching-Heng Lin, Kory R. Johnson, Chi-Hung Liu, Ting-Yu Chang
, Kuo-Lun Huang, Yang-Cheng Fann, Tsong-Hai Lee:
Autodetect extracranial and intracranial artery stenosis by machine learning using ultrasound. Comput. Biol. Medicine 116: 103569 (2020) - Tomasz E. Koralewski, Hsiao-Hsuan Wang
, William E. Grant, Joseph H. LaForest, Michael J. Brewer, Norman C. Elliott, John K. Westbrook:
Toward near-real-time forecasts of airborne crop pests: Aphid invasions of cereal grains in North America. Comput. Electron. Agric. 179: 105861 (2020) - Ching-Heng Lin, Kai-Cheng Hsu, Kory R. Johnson, Yang C. Fann, Chon-Haw Tsai, Yu Sun, Li-Ming Lien, Wei-Lun Chang, Po-Lin Chen, Cheng-Li Lin, Chung Y. Hsu:
Evaluation of machine learning methods to stroke outcome prediction using a nationwide disease registry. Comput. Methods Programs Biomed. 190: 105381 (2020) - Siddharth R. Krishnan, Hany M. Arafa
, Kyeongha Kwon
, Yujun Deng, Chun-Ju Su, Jonathan T. Reeder
, Juliet Freudman
, Izabela Stankiewicz
, Hsuan-Ming Chen, Robert Loza, Marcus Mims, Mitchell Mims, Kunhyuck Lee, Zachary Abecassis, Aaron Banks, Diana Ostojich, Manish Patel
, Heling Wang, Kaan Börekçi, Joshua M. Rosenow, Matthew C. Tate, Yonggang Huang
, Tord Alden, Matthew B. Potts, Amit B. Ayer
, John A. Rogers:
Continuous, noninvasive wireless monitoring of flow of cerebrospinal fluid through shunts in patients with hydrocephalus. npj Digit. Medicine 3 (2020) - Fabio Bonsignorio, David Hsu, Matthew Johnson-Roberson, Jens Kober
:
Deep Learning and Machine Learning in Robotics [From the Guest Editors]. IEEE Robotics Autom. Mag. 27(2): 20-21 (2020) - Astrid J. Hsu
, Joy Kumagai
, Fabio Favoretto
, John Dorian, Benigno Guerrero Martinez, Octavio Aburto-Oropeza
:
Driven by Drones: Improving Mangrove Extent Maps Using High-Resolution Remote Sensing. Remote. Sens. 12(23): 3986 (2020) - Trang-Thi Ho
, John Jethro Virtusio, Yung-Yao Chen, Chih-Ming Hsu, Kai-Lung Hua
:
Sketch-guided Deep Portrait Generation. ACM Trans. Multim. Comput. Commun. Appl. 16(3): 88:1-88:18 (2020) - Poki Chen
, Yung-Hsuan Chen, John Carl Joel S. Marquez
, Ruei-Ting Wang, Jiann-Jong Chen
, Yuh-Shyan Hwang
:
Low Flicker Dimmable Multichannel LED Driver With Matrix-Style DPWM and Precise Current Matching. IEEE Trans. Very Large Scale Integr. Syst. 28(11): 2233-2242 (2020) - Willy Y.-W. Hsu, Jiun-Cheng Tsai, John C.-L. Tang, Charles H.-P. Wen
:
Profit-Driven Service-Chain Deployment For EDA Requests On Private Cloud. CloudNet 2020: 1-4 - Somya Ranjan Sahoo, Brij B. Gupta
, Chang Choi, Ching-Hsien Hsu, Kwok Tai Chui
:
Behavioral Analysis to Detect Social Spammer in Online Social Networks (OSNs). CSoNet 2020: 321-332