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ORCIDJesse Berent
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Journal Articles
- 2023
[j5]Mesut Erhan Unal
, Keren Ye, Mingda Zhang, Christopher Thomas, Adriana Kovashka, Wei Li, Danfeng Qin, Jesse Berent:
Learning to Overcome Noise in Weak Caption Supervision for Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 4897-4914 (2023)- 2022
- [j4]Vincent Fortuin, Mark Collier, Florian Wenzel, James Urquhart Allingham, Jeremiah Zhe Liu, Dustin Tran, Balaji Lakshminarayanan, Jesse Berent, Rodolphe Jenatton, Effrosyni Kokiopoulou:
Deep Classifiers with Label Noise Modeling and Distance Awareness. Trans. Mach. Learn. Res. 2022 (2022) - 2012
- [j3]Andriy Gelman, Jesse Berent, Pier Luigi Dragotti:
Layer-based sparse representation of multiview images. EURASIP J. Adv. Signal Process. 2012: 61 (2012) - 2010
- [j2]Jesse Berent, Pier Luigi Dragotti, Thierry Blu:
Sampling piecewise sinusoidal signals with finite rate of innovation methods. IEEE Trans. Signal Process. 58(2): 613-625 (2010) - 2007
- [j1]Jesse Berent, Pier Luigi Dragotti:
Plenoptic Manifolds. IEEE Signal Process. Mag. 24(6): 34-44 (2007)
Conference and Workshop Papers
- 2023
- [c12]Mark Collier, Rodolphe Jenatton, Basil Mustafa, Neil Houlsby, Jesse Berent, Effrosyni Kokiopoulou:
Massively Scaling Heteroscedastic Classifiers. ICLR 2023 - [c11]Guillermo Ortiz-Jiménez, Mark Collier, Anant Nawalgaria, Alexander Nicholas D'Amour, Jesse Berent, Rodolphe Jenatton, Efi Kokiopoulou:
When does Privileged information Explain Away Label Noise? ICML 2023: 26646-26669 - [c10]Jannik Kossen, Mark Collier, Basil Mustafa, Xiao Wang, Xiaohua Zhai, Lucas Beyer, Andreas Steiner, Jesse Berent, Rodolphe Jenatton, Effrosyni Kokiopoulou:
Three Towers: Flexible Contrastive Learning with Pretrained Image Models. NeurIPS 2023 - 2022
- [c9]Mark Collier, Rodolphe Jenatton, Effrosyni Kokiopoulou, Jesse Berent:
Transfer and Marginalize: Explaining Away Label Noise with Privileged Information. ICML 2022: 4219-4237 - 2021
- [c8]Mark Collier, Basil Mustafa, Efi Kokiopoulou, Rodolphe Jenatton, Jesse Berent:
Correlated Input-Dependent Label Noise in Large-Scale Image Classification. CVPR 2021: 1551-1560 - 2020
- [c7]Efi Kokiopoulou, Anja Hauth, Luciano Sbaiz, Andrea Gesmundo, Gábor Bartók, Jesse Berent:
Task-Aware Performance Prediction for Efficient Architecture Search. ECAI 2020: 1238-1245 - 2019
- [c6]Keren Ye, Mingda Zhang, Adriana Kovashka, Wei Li, Danfeng Qin, Jesse Berent:
Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection. ICCV 2019: 9685-9694 - 2009
- [c5]Jesse Berent, Pier Luigi Dragotti, Mike Brookes:
Adaptive layer extraction for image based rendering. MMSP 2009: 1-6 - 2007
- [c4]Jesse Berent, Pier Luigi Dragotti:
Unsupervised Extraction of Coherent Regions for Image Based Rendering. BMVC 2007: 1-10 - 2006
- [c3]Jesse Berent, Pier Luigi Dragotti:
Perfect Reconstruction Schemes for Sampling Piecewise Sinusoidal Signals. ICASSP (3) 2006: 377-380 - [c2]Jesse Berent, Pier Luigi Dragotti:
Segmentation of Epipolar-Plane Image Volumes with Occlusion and Disocclusion Competition. MMSP 2006: 182-185 - 2004
- [c1]Brigitte Forster, Dimitri Van De Ville, Jesse Berent, Daniel Sage, Michael Unser:
Extended Depth-of-Focus for Multi-Channel Microscopy Images: A Complex Wavelet Approach. ISBI 2004: 660-663
Informal and Other Publications
- 2024
- [i17]Blagoj Mitrevski, Arina Rak, Julian Schnitzler, Chengkun Li, Andrii Maksai, Jesse Berent, Claudiu Musat:
InkSight: Offline-to-Online Handwriting Conversion by Learning to Read and Write. CoRR abs/2402.05804 (2024) - [i16]Anastasiia Fadeeva, Philippe Schlattner, Andrii Maksai, Mark Collier, Efi Kokiopoulou, Jesse Berent, Claudiu Musat:
Representing Online Handwriting for Recognition in Large Vision-Language Models. CoRR abs/2402.15307 (2024) - 2023
- [i15]Mark Collier, Rodolphe Jenatton, Basil Mustafa, Neil Houlsby, Jesse Berent, Effrosyni Kokiopoulou:
Massively Scaling Heteroscedastic Classifiers. CoRR abs/2301.12860 (2023) - [i14]Guillermo Ortiz-Jiménez, Mark Collier, Anant Nawalgaria, Alexander D'Amour, Jesse Berent, Rodolphe Jenatton, Effrosyni Kokiopoulou:
When does Privileged Information Explain Away Label Noise? CoRR abs/2303.01806 (2023) - [i13]Jannik Kossen, Mark Collier, Basil Mustafa, Xiao Wang, Xiaohua Zhai, Lucas Beyer, Andreas Steiner, Jesse Berent, Rodolphe Jenatton, Efi Kokiopoulou:
Three Towers: Flexible Contrastive Learning with Pretrained Image Models. CoRR abs/2305.16999 (2023) - 2022
- [i12]Mark Collier, Rodolphe Jenatton, Efi Kokiopoulou, Jesse Berent:
Transfer and Marginalize: Explaining Away Label Noise with Privileged Information. CoRR abs/2202.09244 (2022) - [i11]Andrii Maksai, Henry A. Rowley, Jesse Berent, Claudiu Musat:
Inkorrect: Online Handwriting Spelling Correction. CoRR abs/2202.13794 (2022) - 2021
- [i10]Mark Collier, Basil Mustafa, Efi Kokiopoulou, Rodolphe Jenatton, Jesse Berent:
Correlated Input-Dependent Label Noise in Large-Scale Image Classification. CoRR abs/2105.10305 (2021) - [i9]Vincent Fortuin, Mark Collier, Florian Wenzel, James Urquhart Allingham, Jeremiah Z. Liu, Dustin Tran, Balaji Lakshminarayanan, Jesse Berent, Rodolphe Jenatton, Effrosyni Kokiopoulou:
Deep Classifiers with Label Noise Modeling and Distance Awareness. CoRR abs/2110.02609 (2021) - 2020
- [i8]Mark Collier, Basil Mustafa, Efi Kokiopoulou, Jesse Berent:
Analysis of Softmax Approximation for Deep Classifiers under Input-Dependent Label Noise. CoRR abs/2003.06778 (2020) - [i7]Mark Collier, Efi Kokiopoulou, Andrea Gesmundo, Jesse Berent:
Routing Networks with Co-training for Continual Learning. CoRR abs/2009.04381 (2020) - 2019
- [i6]Efi Kokiopoulou, Anja Hauth, Luciano Sbaiz, Andrea Gesmundo, Gábor Bartók, Jesse Berent:
Fast Task-Aware Architecture Inference. CoRR abs/1902.05781 (2019) - [i5]Keren Ye, Mingda Zhang, Adriana Kovashka, Wei Li, Danfeng Qin, Jesse Berent:
Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection. CoRR abs/1907.10164 (2019) - [i4]Krzysztof Maziarz, Efi Kokiopoulou, Andrea Gesmundo, Luciano Sbaiz, Gábor Bartók, Jesse Berent:
Gumbel-Matrix Routing for Flexible Multi-task Learning. CoRR abs/1910.04915 (2019) - [i3]Alina Dubatovka, Efi Kokiopoulou, Luciano Sbaiz, Andrea Gesmundo, Gábor Bartók, Jesse Berent:
Ranking architectures using meta-learning. CoRR abs/1911.11481 (2019) - 2018
- [i2]Keren Ye, Mingda Zhang, Wei Li, Danfeng Qin, Adriana Kovashka, Jesse Berent:
Learning to discover and localize visual objects with open vocabulary. CoRR abs/1811.10080 (2018) - 2017
- [i1]Wen Li, Limin Wang, Wei Li, Eirikur Agustsson, Jesse Berent, Abhinav Gupta, Rahul Sukthankar, Luc Van Gool:
WebVision Challenge: Visual Learning and Understanding With Web Data. CoRR abs/1705.05640 (2017)
Coauthor Index
aka: Efi Kokiopoulou
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