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Yann LeCun

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

126

Venues

27

Active years

1990–2026

Best venue rank

A*

Where they publish

Papers

126 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLSpidR-Adapt: A Universal Speech Representation Model for Few-Shot Adaptation.Mahi Luthra, Jiayi Shen, Maxime Poli, Angelo Ortiz Tandazo, Yosuke Higuchi, Youssef Benchekroun, Martin Gleize, Charles-ric Saint-James, Dongyan Lin, Phillip Rust, Angel Villar-Corrales, Surya Parimi, Vanessa Stark, Rashel Moritz, Juan Pino, Yann LeCun, Emmanuel Dupoux
2025ACLForgotten Polygons: Multimodal Large Language Models are Shape-Blind.William Rudman, Michal Golovanevsky, Amir Bar, Vedant Palit, Yann LeCun, Carsten Eickhoff, Ritambhara Singh
2025AISTATSImproving Pre-trained Self-Supervised Embeddings Through Effective Entropy Maximization.Deep Chakraborty, Yann LeCun, Tim G. J. Rudner, Erik G. Learned-Miller
2025CVPRTransformers without Normalization.Jiachen Zhu, Xinlei Chen, Kaiming He, Yann LeCun, Zhuang Liu
2025CVPRNavigation World Models.Amir Bar, Gaoyue Zhou, Danny Tran, Trevor Darrell, Yann LeCun
2025CVPRRoboPEPP: Vision-Based Robot Pose and Joint Angle Estimation through Embedding Predictive Pre-Training.Raktim Gautam Goswami, Prashanth Krishnamurthy, Yann LeCun, Farshad Khorrami
2025CVPRRate-In: Information-Driven Adaptive Dropout Rates for Improved Inference-Time Uncertainty Estimation.Tal Zeevi, Ravid Shwartz-Ziv, Yann LeCun, Lawrence H. Staib, John A. Onofrey
2025EMNLPTraining compute-optimal transformer encoder models.Megi Dervishi, Alexandre Allauzen, Gabriel Synnaeve, Yann LeCun
2025ICCVScaling Language-Free Visual Representation Learning.David Fan, Shengbang Tong, Jiachen Zhu, Koustuv Sinha, Zhuang Liu, Xinlei Chen, Michael Rabbat, Nicolas Ballas, Yann LeCun, Amir Bar, Saining Xie
2025ICCVMetaMorph: Multimodal Understanding and Generation via Instruction Tuning.Shengbang Tong, David Fan, Jiachen Zhu, Yunyang Xiong, Xinlei Chen, Koustuv Sinha, Michael Rabbat, Yann LeCun, Saining Xie, Zhuang Liu
2025ICLRHierarchical World Models as Visual Whole-Body Humanoid Controllers.Nicklas Hansen, Jyothir S. V, Vlad Sobal, Yann LeCun, Xiaolong Wang, Hao Su
2025ICLRSeq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning.Md Rifat Arefin, Gopeshh Subbaraj, Nicolas Gontier, Yann LeCun, Irina Rish, Ravid Shwartz-Ziv, Christopher Pal
2025ICLRX-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphs.Vlad Sobal, Mark Ibrahim, Randall Balestriero, Vivien Cabannes, Diane Bouchacourt, Pietro Astolfi, Kyunghyun Cho, Yann LeCun
2025ICLRPooDLe🐩: Pooled and dense self-supervised learning from naturalistic videos.Alex N. Wang, Christopher Hoang, Yuwen Xiong, Yann LeCun, Mengye Ren
2025ICLRLiveBench: A Challenging, Contamination-Limited LLM Benchmark.Colin White, Samuel Dooley, Manley Roberts, Arka Pal, Benjamin Feuer, Siddhartha Jain, Ravid Shwartz-Ziv, Neel Jain, Khalid Saifullah, Sreemanti Dey, Shubh-Agrawal, Sandeep Singh Sandha, Siddartha V. Naidu, Chinmay Hegde, Yann LeCun, Tom Goldstein, Willie Neiswanger, Micah Goldblum
2025ICLRURLOST: Unsupervised Representation Learning without Stationarity or Topology.Zeyu Yun, Juexiao Zhang, Yann LeCun, Yubei Chen
2025ICMLLayer by Layer: Uncovering Hidden Representations in Language Models.Oscar Skean, Md Rifat Arefin, Dan Zhao, Niket Patel, Jalal Naghiyev, Yann LeCun, Ravid Shwartz-Ziv
2025ICMLDINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning.Gaoyue Zhou, Hengkai Pan, Yann LeCun, Lerrel Pinto
2024CVPREyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs.Shengbang Tong, Zhuang Liu, Yuexiang Zhai, Yi Ma, Yann LeCun, Saining Xie
2024ECCVEgoPet: Egomotion and Interaction Data from an Animal's Perspective.Amir Bar, Arya Bakhtiar, Danny Tran, Antonio Loquercio, Jathushan Rajasegaran, Yann LeCun, Amir Globerson, Trevor Darrell
2024ICLRHarnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning.Xiaoxin He, Xavier Bresson, Thomas Laurent, Adam Perold, Yann LeCun, Bryan Hooi
2024ICLRGAIA: a benchmark for General AI Assistants.Grgoire Mialon, Clmentine Fourrier, Thomas Wolf, Yann LeCun, Thomas Scialom
2024ICMLHow Learning by Reconstruction Produces Uninformative Features For Perception.Randall Balestriero, Yann LeCun
2024ICMLStochastic positional embeddings improve masked image modeling.Amir Bar, Florian Bordes, Assaf Shocher, Mido Assran, Pascal Vincent, Nicolas Ballas, Trevor Darrell, Amir Globerson, Yann LeCun
2024ICMLThe Entropy Enigma: Success and Failure of Entropy Minimization.Ori Press, Ravid Shwartz-Ziv, Yann LeCun, Matthias Bethge
2023CVPRSelf-Supervised Learning from Images with a Joint-Embedding Predictive Architecture.Mahmoud Assran, Quentin Duval, Ishan Misra, Piotr Bojanowski, Pascal Vincent, Michael G. Rabbat, Yann LeCun, Nicolas Ballas
2023CVPRAdapting Grounded Visual Question Answering Models to Low Resource Languages.Ying Wang, Jonas Pfeiffer, Nicolas Carion, Yann LeCun, Aishwarya Kamath
2023ICASSPFast and Exact Enumeration of Deep Networks Partitions Regions.Randall Balestriero, Yann LeCun
2023ICASSPPolice: Provably Optimal Linear Constraint Enforcement For Deep Neural Networks.Randall Balestriero, Yann LeCun
2023ICCVActive Self-Supervised Learning: A Few Low-Cost Relationships Are All You Need.Vivien Cabannes, Lon Bottou, Yann LeCun, Randall Balestriero
2023ICLRMinimalistic Unsupervised Representation Learning with the Sparse Manifold Transform.Yubei Chen, Zeyu Yun, Yi Ma, Bruno A. Olshausen, Yann LeCun
2023ICLROn the duality between contrastive and non-contrastive self-supervised learning.Quentin Garrido, Yubei Chen, Adrien Bardes, Laurent Najman, Yann LeCun
2023ICMLThe SSL Interplay: Augmentations, Inductive Bias, and Generalization.Vivien Cabannes, Bobak Toussi Kiani, Randall Balestriero, Yann LeCun, Alberto Bietti
2023ICMLRankMe: Assessing the Downstream Performance of Pretrained Self-Supervised Representations by Their Rank.Quentin Garrido, Randall Balestriero, Laurent Najman, Yann LeCun
2023ICMLSelf-supervised learning of Split Invariant Equivariant representations.Quentin Garrido, Laurent Najman, Yann LeCun
2023ICMLA Generalization of ViT/MLP-Mixer to Graphs.Xiaoxin He, Bryan Hooi, Thomas Laurent, Adam Perold, Yann LeCun, Xavier Bresson
2023WACVCompact and Optimal Deep Learning with Recurrent Parameter Generators.Jiayun Wang, Yubei Chen, Stella X. Yu, Brian Cheung, Yann LeCun
2022ECCVDecoupled Contrastive Learning.Chun-Hsiao Yeh, Cheng-Yao Hong, Yen-Chi Hsu, Tyng-Luh Liu, Yubei Chen, Yann LeCun
2022ICLRVICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning.Adrien Bardes, Jean Ponce, Yann LeCun
2022ICLRUnderstanding Dimensional Collapse in Contrastive Self-supervised Learning.Li Jing, Pascal Vincent, Yann LeCun, Yuandong Tian
2021ICCVMDETR - Modulated Detection for End-to-End Multi-Modal Understanding.Aishwarya Kamath, Mannat Singh, Yann LeCun, Gabriel Synnaeve, Ishan Misra, Nicolas Carion
2021ICMLBarlow Twins: Self-Supervised Learning via Redundancy Reduction.Jure Zbontar, Li Jing, Ishan Misra, Yann LeCun, Stphane Deny
2019CVPRUnsupervised Image Matching and Object Discovery as Optimization.Huy V. Vo, Francis R. Bach, Minsu Cho, Kai Han, Yann LeCun, Patrick Prez, Jean Ponce
2019ICLRModel-Predictive Policy Learning with Uncertainty Regularization for Driving in Dense Traffic.Mikael Henaff, Alfredo Canziani, Yann LeCun
2019ICLRThe role of over-parametrization in generalization of neural networks.Behnam Neyshabur, Zhiyuan Li, Srinadh Bhojanapalli, Yann LeCun, Nathan Srebro
2018CVPRA Closer Look at Spatiotemporal Convolutions for Action Recognition.Du Tran, Heng Wang, Lorenzo Torresani, Jamie Ray, Yann LeCun, Manohar Paluri
2018ECCVPredicting Future Instance Segmentation by Forecasting Convolutional Features.Pauline Luc, Camille Couprie, Yann LeCun, Jakob Verbeek
2018ECCVDesIGN: Design Inspiration from Generative Networks.Othman Sbai, Mohamed Elhoseiny, Antoine Bordes, Yann LeCun, Camille Couprie
2018ICMLComparing Dynamics: Deep Neural Networks versus Glassy Systems.Marco Baity-Jesi, Levent Sagun, Mario Geiger, Stefano Spigler, Grard Ben Arous, Chiara Cammarota, Yann LeCun, Matthieu Wyart, Giulio Biroli
2018ICMLAdversarially Regularized Autoencoders.Junbo Jake Zhao, Yoon Kim, Kelly Zhang, Alexander M. Rush, Yann LeCun
2017AAAIUniversum Prescription: Regularization Using Unlabeled Data.Xiang Zhang, Yann LeCun
2017EACLVery Deep Convolutional Networks for Text Classification.Alexis Conneau, Holger Schwenk, Loc Barrault, Yann LeCun
2017ICCVPredicting Deeper into the Future of Semantic Segmentation.Pauline Luc, Natalia Neverova, Camille Couprie, Jakob Verbeek, Yann LeCun
2017ICLREntropy-SGD: Biasing Gradient Descent Into Wide Valleys.Pratik Chaudhari, Anna Choromanska, Stefano Soatto, Yann LeCun, Carlo Baldassi, Christian Borgs, Jennifer T. Chayes, Levent Sagun, Riccardo Zecchina
2017ICLRTracking the World State with Recurrent Entity Networks.Mikael Henaff, Jason Weston, Arthur Szlam, Antoine Bordes, Yann LeCun
2017ICLREnergy-based Generative Adversarial Networks.Junbo Jake Zhao, Michal Mathieu, Yann LeCun
2017ICMLTunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs.Li Jing, Yichen Shen, Tena Dubcek, John Peurifoy, Scott A. Skirlo, Yann LeCun, Max Tegmark, Marin Soljacic
2016ICASSPVery deep multilingual convolutional neural networks for LVCSR.Tom Sercu, Christian Puhrsch, Brian Kingsbury, Yann LeCun
2016ICMLBinary embeddings with structured hashed projections.Anna Choromanska, Krzysztof Choromanski, Mariusz Bojarski, Tony Jebara, Sanjiv Kumar, Yann LeCun
2016ICMLRecurrent Orthogonal Networks and Long-Memory Tasks.Mikael Henaff, Arthur Szlam, Yann LeCun
2015AISTATSThe Loss Surfaces of Multilayer Networks.Anna Choromanska, Mikael Henaff, Michal Mathieu, Grard Ben Arous, Yann LeCun
2015COLTOpen Problem: The landscape of the loss surfaces of multilayer networks.Anna Choromanska, Yann LeCun, Grard Ben Arous
2015CVPREfficient object localization using Convolutional Networks.Jonathan Tompson, Ross Goroshin, Arjun Jain, Yann LeCun, Christoph Bregler
2015CVPRComputing the stereo matching cost with a convolutional neural network.Jure Zbontar, Yann LeCun
2015ICASSPSource separation with scattering Non-Negative Matrix Factorization.Joan Bruna, Pablo Sprechmann, Yann LeCun
2015ICCVUnsupervised Learning of Spatiotemporally Coherent Metrics.Ross Goroshin, Joan Bruna, Jonathan Tompson, David Eigen, Yann LeCun
2014ACCVMoDeep: A Deep Learning Framework Using Motion Features for Human Pose Estimation.Arjun Jain, Jonathan Tompson, Yann LeCun, Christoph Bregler
2014ICMLSignal recovery from Pooling Representations.Joan Bruna Estrach, Arthur Szlam, Yann LeCun
2013AAAIPreface.Marc Pickett, Benjamin Kuipers, Yann LeCun, Clayton T. Morrison
2013CVPRPedestrian Detection with Unsupervised Multi-stage Feature Learning.Pierre Sermanet, Koray Kavukcuoglu, Soumith Chintala, Yann LeCun
2013ICIPCausal graph-based video segmentation.Camille Couprie, Clment Farabet, Yann LeCun, Laurent Najman
2013ICMLNo more pesky learning rates.Tom Schaul, Sixin Zhang, Yann LeCun
2013ICMLRegularization of Neural Networks using DropConnect.Li Wan, Matthew D. Zeiler, Sixin Zhang, Yann LeCun, Rob Fergus
2013ICONIPPushing Stochastic Gradient towards Second-Order Methods - Backpropagation Learning with Transformations in Nonlinearities.Tommi Vatanen, Tapani Raiko, Harri Valpola, Yann LeCun
2012ECCVRoad Scene Segmentation from a Single Image.Jos M. lvarez, Theo Gevers, Yann LeCun, Antonio M. Lpez
2012ECCVSemantic Road Segmentation via Multi-scale Ensembles of Learned Features.Jos M. lvarez, Yann LeCun, Theo Gevers, Antonio M. Lpez
2012ECCVLearning Invariant Feature Hierarchies.Yann LeCun
2012ECCVFast Approximations to Structured Sparse Coding and Applications to Object Classification.Arthur Szlam, Karol Gregor, Yann LeCun
2012ICMLScene parsing with Multiscale Feature Learning, Purity Trees, and Optimal Covers.Clment Farabet, Camille Couprie, Laurent Najman, Yann LeCun
2012ICPRConvolutional neural networks applied to house numbers digit classification.Pierre Sermanet, Soumith Chintala, Yann LeCun
2011CISSHardware accelerated visual attention algorithm.Polina Akselrod, Faye Zhao, Ifigeneia Derekli, Clment Farabet, Berin Martini, Yann LeCun, Eugenio Culurciello
2011CVPRNeuFlow: A runtime reconfigurable dataflow processor for vision.Clment Farabet, Berin Martini, B. Corda, Polina Akselrod, Eugenio Culurciello, Yann LeCun
2011ICCVAsk the locals: Multi-way local pooling for image recognition.Y-Lan Boureau, Nicolas Le Roux, Francis R. Bach, Jean Ponce, Yann LeCun
2011IJCNNTraffic sign recognition with multi-scale Convolutional Networks.Pierre Sermanet, Yann LeCun
2010CVPRLearning mid-level features for recognition.Y-Lan Boureau, Francis R. Bach, Yann LeCun, Jean Ponce
2010ECCVConvolutional Learning of Spatio-temporal Features.Graham W. Taylor, Rob Fergus, Yann LeCun, Christoph Bregler
2010ICMLA Theoretical Analysis of Feature Pooling in Visual Recognition.Y-Lan Boureau, Jean Ponce, Yann LeCun
2010ICMLLearning Fast Approximations of Sparse Coding.Karol Gregor, Yann LeCun
2010IROSHybrid hessians for flexible optimization of pose graphs.Matthew Koichi Grimes, Dragomir Anguelov, Yann LeCun
2010ISCASHardware accelerated convolutional neural networks for synthetic vision systems.Clment Farabet, Berin Martini, Polina Akselrod, Seluk Talay, Yann LeCun, Eugenio Culurciello
2010ISCASConvolutional networks and applications in vision.Yann LeCun, Koray Kavukcuoglu, Clment Farabet
2009CVPRLearning invariant features through topographic filter maps.Koray Kavukcuoglu, Marc'Aurelio Ranzato, Rob Fergus, Yann LeCun
2009FPLCNP: An FPGA-based processor for Convolutional Networks.Clment Farabet, Cyril Poulet, Jefferson Y. Han, Yann LeCun
2009ICCVWhat is the best multi-stage architecture for object recognition?Kevin Jarrett, Koray Kavukcuoglu, Marc'Aurelio Ranzato, Yann LeCun
2009ICMLWorkshop summary: Workshop on learning feature hierarchies.Kai Yu, Ruslan Salakhutdinov, Yann LeCun, Geoffrey E. Hinton, Yoshua Bengio
2009ICRAEfficient off-road localization using visually corrected odometry.Matthew Grimes, Yann LeCun
2009ICTAIEBLearn: Open-Source Energy-Based Learning in C++.Pierre Sermanet, Koray Kavukcuoglu, Yann LeCun
2008IROSDeep belief net learning in a long-range vision system for autonomous off-road driving.Raia Hadsell, Ayse Erkan, Pierre Sermanet, Marco Scoffier, Urs Muller, Yann LeCun
2008IROSMapping and planning under uncertainty in mobile robots with long-range perception.Pierre Sermanet, Raia Hadsell, Marco Scoffier, Urs Muller, Yann LeCun
2007AAAITime-Delay Neural Networks and Independent Component Analysis for EEG-Based Prediction of Epileptic Seizures Propagation.Piotr W. Mirowski, Deepak Madhavan, Yann LeCun
2007CVPRUnsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition.Marc'Aurelio Ranzato, Fu Jie Huang, Y-Lan Boureau, Yann LeCun
2007ICDAREnergy-Based Models in Document Recognition and Computer Vision.Yann LeCun, Sumit Chopra, Marc'Aurelio Ranzato, Fu Jie Huang
2007ICDARA Sparse and Locally Shift Invariant Feature Extractor Applied to Document Images.Marc'Aurelio Ranzato, Yann LeCun
2007IROSAdaptive long range vision in unstructured terrain.Ayse Erkan, Raia Hadsell, Pierre Sermanet, Jan Ben, Urs Muller, Yann LeCun
2007KDDDiscovering the hidden structure of house prices with a non-parametric latent manifold model.Sumit Chopra, Trivikraman Thampy, John Leahy, Andrew Caplin, Yann LeCun
2006CVPRDimensionality Reduction by Learning an Invariant Mapping.Raia Hadsell, Sumit Chopra, Yann LeCun
2006CVPRLarge-scale Learning with SVM and Convolutional for Generic Object Categorization.Fu Jie Huang, Yann LeCun
2005AISTATSLoss Functions for Discriminative Training of Energy-Based Models.Yann LeCun, Fu Jie Huang
2005CVPRLearning a Similarity Metric Discriminatively, with Application to Face Verification.Sumit Chopra, Raia Hadsell, Yann LeCun
2004CVPRLearning Methods for Generic Object Recognition with Invariance to Pose and Lighting.Yann LeCun, Fu Jie Huang, Lon Bottou
2001ICDAREfficient Conversion of Digital Documents to Multilayer Raster Formats.Lon Bottou, Patrick Haffner, Yann LeCun
1999ICDARDjVu: Analyzing and Compressing Scanned Documents for Internet Distribution.Patrick Haffner, Lon Bottou, Paul G. Howard, Yann LeCun
1999ICIPColor Documents on the Web with DJVU.Patrick Haffner, Yann LeCun, Lon Bottou, Paul G. Howard, Pascal Vincent, Bill Riemers
1997CVPRGlobal Training of Document Processing Systems Using Graph Transformer Networks.Lon Bottou, Yoshua Bengio, Yann LeCun
1997ICASSPReading checks with multilayer graph transformer networks.Yann LeCun, Lon Bottou, Yoshua Bengio
1997ICIPOn the Applications of Multimedia Processing to Telecommunications.Richard V. Cox, Barry G. Haskell, Yann LeCun, Behzad Shahraray, Lawrence R. Rabiner
1997InterspeechDiscriminative feature and model design for automatic speech recognition.Mazin Rahim, Yoshua Bengio, Yann LeCun
1994ICMLBoosting and Other Machine Learning Algorithms.Harris Drucker, Corinna Cortes, Lawrence D. Jackel, Yann LeCun, Vladimir Vapnik
1994ICPRWord normalization for online handwritten word recognition.Yoshua Bengio, Yann LeCun
1994ICPRComparison of classifier methods: a case study in handwritten digit recognition.Lon Bottou, Corinna Cortes, John S. Denker, Harris Drucker, Isabelle Guyon, Larry D. Jackel, Yann LeCun, Urs A. Mller, Eduard Sckinger, Patrice Y. Simard, Vladimir Vapnik
1994ICPRWord-level training of a handwritten word recognizer based on convolutional neural networks.Yann LeCun, Yoshua Bengio
1994ICPRMemory-based character recognition using a transformation invariant metric.Patrice Y. Simard, Yann LeCun, John S. Denker
1993ISCASOn-line recognition of limited-vocabulary Chinese character using multiple convolutional neural networks.Quen-Zong Wu, Yann LeCun, Lawrence D. Jackel, Bor-Shenn Jeng
1992ICPRAn efficient algorithm for learning invariance in adaptive classifiers.Patrice Y. Simard, Yann LeCun, John S. Denker, Bernard Victorri
1990ICPRHandwritten zip code recognition with multilayer networks.Yann LeCun, Ofer Matan, Bernhard E. Boser, John S. Denker, Don Henderson, Richard E. Howard, Wayne E. Hubbard, L. D. Jacket, Henry S. Baird
1990IJCNNHardware requirements for neural-net optical character recognition.Lawrence D. Jackel, Bernhard E. Boser, John S. Denker, Hans Peter Graf, Yann LeCun, Isabelle Guyon, Donnie Henderson, Richard E. Howard, Wayne E. Hubbard, Sara A. Solla