Extended Depth-of-Focus for Multi-Channel Microscopy Images: A Complex Wavelet Approach. - Brigitte Forster; Dimitri Van De Ville; Jesse Berent; Daniel Sage; Michael Unser (ISBI, 2004)

Perfect Reconstruction Schemes for Sampling Piecewise Sinusoidal Signals. - Jesse Berent; Pier Luigi Dragotti (ICASSP (3), 2006)

Segmentation of Epipolar-Plane Image Volumes with Occlusion and Disocclusion Competition. - Jesse Berent; Pier Luigi Dragotti (MMSP, 2006)

Unsupervised Extraction of Coherent Regions for Image Based Rendering. - Jesse Berent; Pier Luigi Dragotti (BMVC, 2007)

Plenoptic Manifolds. - Jesse Berent; Pier Luigi Dragotti (IEEE Signal Process. Mag., 2007)

Adaptive layer extraction for image based rendering. - Jesse Berent; Pier Luigi Dragotti; Mike Brookes (MMSP, 2009)

Sampling piecewise sinusoidal signals with finite rate of innovation methods. - Jesse Berent; Pier Luigi Dragotti; Thierry Blu (IEEE Trans. Signal Process., 2010)

Layer-based sparse representation of multiview images. - Andriy Gelman; Jesse Berent; Pier Luigi Dragotti (EURASIP J. Adv. Signal Process., 2012)

WebVision Challenge: Visual Learning and Understanding With Web Data. - Wen Li 001; Limin Wang 002; Wei Li 044; Eirikur Agustsson; Jesse Berent; Abhinav Gupta 001; Rahul Sukthankar; Luc Van Gool (CoRR, 2017)

Learning to discover and localize visual objects with open vocabulary. - Keren Ye; Mingda Zhang; Wei Li 044; Danfeng Qin; Adriana Kovashka; Jesse Berent (CoRR, 2018)

Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection. - Keren Ye; Mingda Zhang; Adriana Kovashka; Wei Li 044; Danfeng Qin; Jesse Berent (ICCV, 2019)

Fast Task-Aware Architecture Inference. - Efi Kokiopoulou; Anja Hauth; Luciano Sbaiz; Andrea Gesmundo; Gábor Bartók; Jesse Berent (CoRR, 2019)

Gumbel-Matrix Routing for Flexible Multi-task Learning. - Krzysztof Maziarz; Efi Kokiopoulou; Andrea Gesmundo; Luciano Sbaiz; Gábor Bartók; Jesse Berent (CoRR, 2019)

Ranking architectures using meta-learning. - Alina Dubatovka; Efi Kokiopoulou; Luciano Sbaiz; Andrea Gesmundo; Gábor Bartók; Jesse Berent (CoRR, 2019)

Task-Aware Performance Prediction for Efficient Architecture Search. - Efi Kokiopoulou; Anja Hauth; Luciano Sbaiz; Andrea Gesmundo; Gábor Bartók; Jesse Berent (ECAI, 2020)

Analysis of Softmax Approximation for Deep Classifiers under Input-Dependent Label Noise. - Mark Collier; Basil Mustafa; Efi Kokiopoulou; Jesse Berent (CoRR, 2020)

Routing Networks with Co-training for Continual Learning. - Mark Collier; Efi Kokiopoulou; Andrea Gesmundo; Jesse Berent (CoRR, 2020)

Correlated Input-Dependent Label Noise in Large-Scale Image Classification. - Mark Collier; Basil Mustafa; Efi Kokiopoulou; Rodolphe Jenatton; Jesse Berent (CVPR, 2021)

Transfer and Marginalize: Explaining Away Label Noise with Privileged Information. - Mark Collier; Rodolphe Jenatton; Effrosyni Kokiopoulou; Jesse Berent (ICML, 2022)

Inkorrect: Online Handwriting Spelling Correction. - Andrii Maksai; Henry A. Rowley; Jesse Berent; Claudiu Musat (CoRR, 2022)

Deep Classifiers with Label Noise Modeling and Distance Awareness. - Vincent Fortuin; Mark Collier; Florian Wenzel; James Urquhart Allingham; Jeremiah Zhe Liu; Dustin Tran; Balaji Lakshminarayanan; Jesse Berent; Rodolphe Jenatton; Effrosyni Kokiopoulou (Trans. Mach. Learn. Res., 2022)

Massively Scaling Heteroscedastic Classifiers. - Mark Collier; Rodolphe Jenatton; Basil Mustafa; Neil Houlsby; Jesse Berent; Effrosyni Kokiopoulou (ICLR, 2023)

When does Privileged information Explain Away Label Noise? - Guillermo Ortiz-Jiménez; Mark Collier; Anant Nawalgaria; Alexander Nicholas D'Amour; Jesse Berent; Rodolphe Jenatton; Efi Kokiopoulou (ICML, 2023)

Three Towers: Flexible Contrastive Learning with Pretrained Image Models. - Jannik Kossen; Mark Collier; Basil Mustafa; Xiao Wang 038; Xiaohua Zhai; Lucas Beyer; Andreas Steiner 001; Jesse Berent; Rodolphe Jenatton; Effrosyni Kokiopoulou (NeurIPS, 2023)

Learning to Overcome Noise in Weak Caption Supervision for Object Detection. - Mesut Erhan Unal; Keren Ye; Mingda Zhang; Christopher Thomas 004; Adriana Kovashka; Wei Li 044; Danfeng Qin; Jesse Berent (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

InkSight: Offline-to-Online Handwriting Conversion by Learning to Read and Write. - Blagoj Mitrevski; Arina Rak; Julian Schnitzler; Chengkun Li; Andrii Maksai; Jesse Berent; Claudiu Musat (CoRR, 2024)

Representing Online Handwriting for Recognition in Large Vision-Language Models. - Anastasiia Fadeeva; Philippe Schlattner; Andrii Maksai; Mark Collier; Efi Kokiopoulou; Jesse Berent; Claudiu Musat (CoRR, 2024)

InkSight: Offline-to-Online Handwriting Conversion by Teaching Vision-Language Models to Read and Write. - Blagoj Mitrevski; Arina Rak; Julian Schnitzler; Chengkun Li; Andrii Maksai; Jesse Berent; Claudiu Cristian Musat (Trans. Mach. Learn. Res., 2025)

HALO: Human-Aligned End-to-end Image Retargeting with Layered Transformations. - Yiran Xu; Siqi Xie; Zhuofang Li; Harris Shadmany; Yinxiao Li; Luciano Sbaiz; Miaosen Wang; Junjie Ke; José Lezama; Hang Qi; Han Zhang 010; Jesse Berent; et al. (CoRR, 2025)