Jesse Berent

38 papers A* 6A 2C 2Journal 25Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
HALO: Human-Aligned End-to-end Image Retargeting with Layered Transformations.
CoRR
Yiran Xu, Siqi Xie, Zhuofang Li, Harris Shadmany, Yinxiao Li, Luciano Sbaiz, Miaosen Wang, Junjie Ke, José Lezama, Hang Qi, Han Zhang, Jesse Berent, Ming-Hsuan Yang, Irfan Essa, Jiabin Huang, Feng Yang
2025 J jnl
InkSight: Offline-to-Online Handwriting Conversion by Teaching Vision-Language Models to Read and Write.
Trans. Mach. Learn. Res.
Blagoj Mitrevski, Arina Rak, Julian Schnitzler, Chengkun Li, Andrii Maksai, Jesse Berent, Claudiu Cristian Musat
2025 — conf
Sketch-to-Layout: Sketch-Guided Multimodal Layout Generation.
ICCVW
Riccardo Brioschi, Aleksandr Alekseev, Emanuele Nevali, Berkay Döner, Omar El Malki, Blagoj Mitrevski, Leandro Kieliger, Mark Collier, Andrii Maksai, Jesse Berent, Claudiu Cristian Musat, Efi Kokiopoulou
2025 J jnl
Sketch-to-Layout: Sketch-Guided Multimodal Layout Generation.
CoRR
Riccardo Brioschi, Aleksandr Alekseev, Emanuele Nevali, Berkay Döner, Omar El Malki, Blagoj Mitrevski, Leandro Kieliger, Mark Collier, Andrii Maksai, Jesse Berent, Claudiu Musat, Efi Kokiopoulou
2024 J jnl
InkSight: Offline-to-Online Handwriting Conversion by Learning to Read and Write.
CoRR
Blagoj Mitrevski, Arina Rak, Julian Schnitzler, Chengkun Li, Andrii Maksai, Jesse Berent, Claudiu Musat
2024 J jnl
Representing Online Handwriting for Recognition in Large Vision-Language Models.
CoRR
Anastasiia Fadeeva, Philippe Schlattner, Andrii Maksai, Mark Collier, Efi Kokiopoulou, Jesse Berent, Claudiu Musat
2023 J jnl
Learning to Overcome Noise in Weak Caption Supervision for Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Mesut Erhan Unal, Keren Ye, Mingda Zhang, Christopher Thomas, Adriana Kovashka, Wei Li, Danfeng Qin, Jesse Berent
2023 A* conf
Massively Scaling Heteroscedastic Classifiers.
ICLR
Mark Collier, Rodolphe Jenatton, Basil Mustafa, Neil Houlsby, Jesse Berent, Effrosyni Kokiopoulou
2023 J jnl
Massively Scaling Heteroscedastic Classifiers.
CoRR
Mark Collier, Rodolphe Jenatton, Basil Mustafa, Neil Houlsby, Jesse Berent, Effrosyni Kokiopoulou
2023 A* conf
Three Towers: Flexible Contrastive Learning with Pretrained Image Models.
NeurIPS
Jannik Kossen, Mark Collier, Basil Mustafa, Xiao Wang, Xiaohua Zhai, Lucas Beyer, Andreas Steiner, Jesse Berent, Rodolphe Jenatton, Effrosyni Kokiopoulou
2023 J jnl
Three Towers: Flexible Contrastive Learning with Pretrained Image Models.
CoRR
Jannik Kossen, Mark Collier, Basil Mustafa, Xiao Wang, Xiaohua Zhai, Lucas Beyer, Andreas Steiner, Jesse Berent, Rodolphe Jenatton, Efi Kokiopoulou
2023 J jnl
When does Privileged Information Explain Away Label Noise?
CoRR
Guillermo Ortiz-Jiménez, Mark Collier, Anant Nawalgaria, Alexander D'Amour, Jesse Berent, Rodolphe Jenatton, Effrosyni Kokiopoulou
2023 A* conf
When does Privileged information Explain Away Label Noise?
ICML
Guillermo Ortiz-Jiménez, Mark Collier, Anant Nawalgaria, Alexander Nicholas D'Amour, Jesse Berent, Rodolphe Jenatton, Efi Kokiopoulou
2022 J jnl
Deep Classifiers with Label Noise Modeling and Distance Awareness.
Trans. Mach. Learn. Res.
Vincent Fortuin, Mark Collier, Florian Wenzel, James Urquhart Allingham, Jeremiah Zhe Liu, Dustin Tran, Balaji Lakshminarayanan, Jesse Berent, Rodolphe Jenatton, Effrosyni Kokiopoulou
2022 J jnl
Inkorrect: Online Handwriting Spelling Correction.
CoRR
Andrii Maksai, Henry A. Rowley, Jesse Berent, Claudiu Musat
2022 A* conf
Transfer and Marginalize: Explaining Away Label Noise with Privileged Information.
ICML
Mark Collier, Rodolphe Jenatton, Effrosyni Kokiopoulou, Jesse Berent
2022 J jnl
Transfer and Marginalize: Explaining Away Label Noise with Privileged Information.
CoRR
Mark Collier, Rodolphe Jenatton, Efi Kokiopoulou, Jesse Berent
2021 A* conf
Correlated Input-Dependent Label Noise in Large-Scale Image Classification.
CVPR
Mark Collier, Basil Mustafa, Efi Kokiopoulou, Rodolphe Jenatton, Jesse Berent
2021 J jnl
Correlated Input-Dependent Label Noise in Large-Scale Image Classification.
CoRR
Mark Collier, Basil Mustafa, Efi Kokiopoulou, Rodolphe Jenatton, Jesse Berent
2021 J jnl
Deep Classifiers with Label Noise Modeling and Distance Awareness.
CoRR
Vincent Fortuin, Mark Collier, Florian Wenzel, James Urquhart Allingham, Jeremiah Z. Liu, Dustin Tran, Balaji Lakshminarayanan, Jesse Berent, Rodolphe Jenatton, Effrosyni Kokiopoulou
2020 J jnl
Analysis of Softmax Approximation for Deep Classifiers under Input-Dependent Label Noise.
CoRR
Mark Collier, Basil Mustafa, Efi Kokiopoulou, Jesse Berent
2020 J jnl
Routing Networks with Co-training for Continual Learning.
CoRR
Mark Collier, Efi Kokiopoulou, Andrea Gesmundo, Jesse Berent
2020 A conf
Task-Aware Performance Prediction for Efficient Architecture Search.
ECAI
Efi Kokiopoulou, Anja Hauth, Luciano Sbaiz, Andrea Gesmundo, Gábor Bartók, Jesse Berent
2019 A* conf
Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection.
ICCV
Keren Ye, Mingda Zhang, Adriana Kovashka, Wei Li, Danfeng Qin, Jesse Berent
2019 J jnl
Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection.
CoRR
Keren Ye, Mingda Zhang, Adriana Kovashka, Wei Li, Danfeng Qin, Jesse Berent
2019 J jnl
Fast Task-Aware Architecture Inference.
CoRR
Efi Kokiopoulou, Anja Hauth, Luciano Sbaiz, Andrea Gesmundo, Gábor Bartók, Jesse Berent
2019 J jnl
Gumbel-Matrix Routing for Flexible Multi-task Learning.
CoRR
Krzysztof Maziarz, Efi Kokiopoulou, Andrea Gesmundo, Luciano Sbaiz, Gábor Bartók, Jesse Berent
2019 J jnl
Ranking architectures using meta-learning.
CoRR
Alina Dubatovka, Efi Kokiopoulou, Luciano Sbaiz, Andrea Gesmundo, Gábor Bartók, Jesse Berent
2018 J jnl
Learning to discover and localize visual objects with open vocabulary.
CoRR
Keren Ye, Mingda Zhang, Wei Li, Danfeng Qin, Adriana Kovashka, Jesse Berent
2017 J jnl
WebVision Challenge: Visual Learning and Understanding With Web Data.
CoRR
Wen Li, Limin Wang, Wei Li, Eirikur Agustsson, Jesse Berent, Abhinav Gupta, Rahul Sukthankar, Luc Van Gool
2012 J jnl
Layer-based sparse representation of multiview images.
EURASIP J. Adv. Signal Process.
Andriy Gelman, Jesse Berent, Pier Luigi Dragotti
2010 J jnl
Sampling piecewise sinusoidal signals with finite rate of innovation methods.
IEEE Trans. Signal Process.
Jesse Berent, Pier Luigi Dragotti, Thierry Blu
2009 C conf
Adaptive layer extraction for image based rendering.
MMSP
Jesse Berent, Pier Luigi Dragotti, Mike Brookes
2007 J jnl
Plenoptic Manifolds.
IEEE Signal Process. Mag.
Jesse Berent, Pier Luigi Dragotti
2007 A conf
Unsupervised Extraction of Coherent Regions for Image Based Rendering.
BMVC
Jesse Berent, Pier Luigi Dragotti
2006 — conf
Perfect Reconstruction Schemes for Sampling Piecewise Sinusoidal Signals.
ICASSP (3)
Jesse Berent, Pier Luigi Dragotti
2006 C conf
Segmentation of Epipolar-Plane Image Volumes with Occlusion and Disocclusion Competition.
MMSP
Jesse Berent, Pier Luigi Dragotti
2004 — conf
Extended Depth-of-Focus for Multi-Channel Microscopy Images: A Complex Wavelet Approach.
ISBI
Brigitte Forster, Dimitri Van De Ville, Jesse Berent, Daniel Sage, Michael Unser