Jesse Berent

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 26

Top Topics

Online Handwriting

Visual Learning

Spelling Correction

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

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 (2024)
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 (2024)
Mark Collier, Rodolphe Jenatton, Basil Mustafa, Neil Houlsby, Jesse Berent, Effrosyni Kokiopoulou
Massively Scaling Heteroscedastic Classifiers. CoRR (2023)
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) (2023)
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)
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 (2023)
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 (2023)
Mark Collier, Rodolphe Jenatton, Basil Mustafa, Neil Houlsby, Jesse Berent, Effrosyni Kokiopoulou
Massively Scaling Heteroscedastic Classifiers. ICLR (2023)
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)
Andrii Maksai, Henry A. Rowley, Jesse Berent, Claudiu Musat
Inkorrect: Online Handwriting Spelling Correction. CoRR (2022)
Mark Collier, Rodolphe Jenatton, Efi Kokiopoulou, Jesse Berent
Transfer and Marginalize: Explaining Away Label Noise with Privileged Information. CoRR (2022)
Mark Collier, Rodolphe Jenatton, Effrosyni Kokiopoulou, Jesse Berent
Transfer and Marginalize: Explaining Away Label Noise with Privileged Information. ICML (2022)
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)
Mark Collier, Basil Mustafa, Efi Kokiopoulou, Rodolphe Jenatton, Jesse Berent
Correlated Input-Dependent Label Noise in Large-Scale Image Classification. CoRR (2021)
Vincent Fortuin, Mark Collier, Florian Wenzel, James Urquhart Allingham, Jeremiah Liu, Dustin Tran, Balaji Lakshminarayanan, Jesse Berent, Rodolphe Jenatton, Effrosyni Kokiopoulou
Deep Classifiers with Label Noise Modeling and Distance Awareness. CoRR (2021)
Mark Collier, Basil Mustafa, Efi Kokiopoulou, Rodolphe Jenatton, Jesse Berent
Correlated Input-Dependent Label Noise in Large-Scale Image Classification. CVPR (2021)
Efi Kokiopoulou, Anja Hauth, Luciano Sbaiz, Andrea Gesmundo, Gábor Bartók, Jesse Berent
Task-Aware Performance Prediction for Efficient Architecture Search. ECAI (2020)
Mark Collier, Efi Kokiopoulou, Andrea Gesmundo, Jesse Berent
Routing Networks with Co-training for Continual Learning. CoRR (2020)
Mark Collier, Basil Mustafa, Efi Kokiopoulou, Jesse Berent
Analysis of Softmax Approximation for Deep Classifiers under Input-Dependent Label Noise. CoRR (2020)
Krzysztof Maziarz, Efi Kokiopoulou, Andrea Gesmundo, Luciano Sbaiz, Gábor Bartók, Jesse Berent
Gumbel-Matrix Routing for Flexible Multi-task Learning. CoRR (2019)
Efi Kokiopoulou, Anja Hauth, Luciano Sbaiz, Andrea Gesmundo, Gábor Bartók, Jesse Berent
Fast Task-Aware Architecture Inference. CoRR (2019)
Keren Ye, Mingda Zhang, Adriana Kovashka, Wei Li, Danfeng Qin, Jesse Berent
Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection. ICCV (2019)
Keren Ye, Mingda Zhang, Adriana Kovashka, Wei Li, Danfeng Qin, Jesse Berent
Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection. CoRR (2019)
Alina Dubatovka, Efi Kokiopoulou, Luciano Sbaiz, Andrea Gesmundo, Gábor Bartók, Jesse Berent
Ranking architectures using meta-learning. CoRR (2019)
Keren Ye, Mingda Zhang, Wei Li, Danfeng Qin, Adriana Kovashka, Jesse Berent
Learning to discover and localize visual objects with open vocabulary. CoRR (2018)
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 (2017)
Andriy Gelman, Jesse Berent, Pier Luigi Dragotti
Layer-based sparse representation of multiview images. EURASIP J. Adv. Signal Process. 2012 (2012)
Jesse Berent, Pier Luigi Dragotti, Thierry Blu
Sampling piecewise sinusoidal signals with finite rate of innovation methods. IEEE Trans. Signal Process. 58 (2) (2010)
Jesse Berent, Pier Luigi Dragotti, Mike Brookes
Adaptive layer extraction for image based rendering. MMSP (2009)
Jesse Berent, Pier Luigi Dragotti
Unsupervised Extraction of Coherent Regions for Image Based Rendering. BMVC (2007)
Jesse Berent, Pier Luigi Dragotti
Plenoptic Manifolds. IEEE Signal Process. Mag. 24 (6) (2007)
Jesse Berent, Pier Luigi Dragotti
Perfect Reconstruction Schemes for Sampling Piecewise Sinusoidal Signals. ICASSP (3) (2006)
Jesse Berent, Pier Luigi Dragotti
Segmentation of Epipolar-Plane Image Volumes with Occlusion and Disocclusion Competition. MMSP (2006)
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)