Nicolas Ballas

CoRR, 2023

ImageNet-X: Understanding Model Mistakes with Factor of Variation Annotations.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

The hidden uniform cluster prior in self-supervised learning.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Uniform Masking Prevails in Vision-Language Pretraining.

[BibT_eX]

[DOI]

CoRR, 2022

The Hidden Uniform Cluster Prior in Self-Supervised Learning.

[BibT_eX]

[DOI]

CoRR, 2022

BARACK: Partially Supervised Group Robustness With Guarantees.

[BibT_eX]

[DOI]

CoRR, 2022

Neural Attentive Circuits.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Cascaded Video Generation for Videos In-the-Wild.

[BibT_eX]

[DOI]

Lluís Castrejón

Jose Javier Gonzalez Ortiz

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Masked Siamese Networks for Label-Efficient Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

VIM: Variational Independent Modules for Video Prediction.

[BibT_eX]

[DOI]

Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022

2021

Trade-offs of Local SGD at Scale: An Empirical Study.

[BibT_eX]

[DOI]

CoRR, 2021

Hierarchical Video Generation for Complex Data.

[BibT_eX]

[DOI]

Lluís Castrejón

CoRR, 2021

Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

A Closer Look at Codistillation for Distributed Training.

[BibT_eX]

[DOI]

CoRR, 2020

Revisiting Loss Modelling for Unstructured Pruning.

[BibT_eX]

[DOI]

CoRR, 2020

Recovering Petaflops in Contrastive Semi-Supervised Learning of Visual Representations.

[BibT_eX]

[DOI]

CoRR, 2020

SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Lookahead Converges to Stationary Points of Smooth Non-convex Functions.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Proposal-Based Video Completion.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Needles in Haystacks: On Classifying Tiny Objects in Large Images.

[BibT_eX]

[DOI]

CoRR, 2019

Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Stochastic Gradient Push for Distributed Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Improved Conditional VRNNs for Video Prediction.

[BibT_eX]

[DOI]

Lluís Castrejón

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

DNN's Sharpest Directions Along the SGD Trajectory.

[BibT_eX]

[DOI]

CoRR, 2018

A Dissection of Overfitting and Generalization in Continuous Reinforcement Learning.

[BibT_eX]

[DOI]

Amy Zhang

Joelle Pineau

CoRR, 2018

Fast Approximate Natural Gradient Descent in a Kronecker Factored Eigenbasis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

An Evaluation of Fisher Approximations Beyond Kronecker Factorization.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Finding Flatter Minima with SGD.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Residual Connections Encourage Iterative Inference.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Width of Minima Reached by Stochastic Gradient Descent is Influenced by Learning Rate to Batch Size Ratio.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017

Three Factors Influencing Minima in SGD.

[BibT_eX]

[DOI]

CoRR, 2017

A Closer Look at Memorization in Deep Networks.

[BibT_eX]

[DOI]

Devansh Arpit

Proceedings of the 34th International Conference on Machine Learning, 2017

Recurrent Normalization Propagation.

[BibT_eX]

[DOI]

César Laurent

Pascal Vincent

Proceedings of the 5th International Conference on Learning Representations, 2017

Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

Deep Nets Don't Learn via Memorization.

[BibT_eX]

[DOI]

David Krueger

Proceedings of the 5th International Conference on Learning Representations, 2017

Recurrent Batch Normalization.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

A Dataset and Exploration of Models for Understanding Video Data through Fill-in-the-Blank Question-Answering.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

A dataset and exploration of models for understanding video data through fill-in-the-blank question-answering.

[BibT_eX]

[DOI]

Tegan Maharaj

Nicolas Boulanger-Lewandowski

CoRR, 2016

Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations.

[BibT_eX]

[DOI]

CoRR, 2016

Recurrent Batch Normalization.

[BibT_eX]

[DOI]

CoRR, 2016

Delving Deeper into Convolutional Networks for Learning Video Representations.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Learning Representations, 2016

Theano: A Python framework for fast computation of mathematical expressions.

[BibT_eX]

[DOI]

Xavier Bouthillier

Alexandre de Brébisson

Samira Ebrahimi Kahou

Pierre-Antoine Manzagol

S. Ramana Subramanyam

CoRR, 2016

Dynamic Capacity Networks.

[BibT_eX]

[DOI]

Proceedings of the 33nd International Conference on Machine Learning, 2016

Oracle Performance for Visual Captioning.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2016, 2016

2015

Evaluation of semi-supervised learning method on action recognition.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2015

Video Description Generation Incorporating Spatio-Temporal Features and a Soft-Attention Mechanism.

[BibT_eX]

[DOI]

Hugo Larochelle

CoRR, 2015

Trainable performance upper bounds for image and video captioning.

[BibT_eX]

[DOI]

CoRR, 2015

FitNets: Hints for Thin Deep Nets.

[BibT_eX]

[DOI]

Adriana Romero

Samira Ebrahimi Kahou

Antoine Chassang

Carlo Gatta

Yoshua Bengio

Proceedings of the 3rd International Conference on Learning Representations, 2015

Large-Scale Image Mining with Flickr Groups.

[BibT_eX]

[DOI]

Alexandru-Lucian Gînsca

Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Describing Videos by Exploiting Temporal Structure.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

IRIM at TRECVID 2014: Semantic Indexing and Instance Search.

[BibT_eX]

[DOI]

Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

Resource Constrained Multimedia Event Detection.

[BibT_eX]

[DOI]

Alexander G. Hauptmann

Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

2013

Modélisation de contextes pour l'annotation sémantique de vidéos. (Context based modeling for video semantic annotation).

[BibT_eX]

[DOI]

PhD thesis, 2013

Skeleton Point Trajectories for Human Daily Activity Recognition.

[BibT_eX]

Proceedings of the VISAPP 2013, 2013

Informedia@TRECVID 2013.

[BibT_eX]

[DOI]

Alexander G. Hauptmann

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

IRIM at TRECVID 2013 : Semantic Indexing and Instance Search.

[BibT_eX]

[DOI]

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Space-Time Robust Representation for Action Recognition.

[BibT_eX]

[DOI]

Alexander G. Hauptmann

Proceedings of the IEEE International Conference on Computer Vision, 2013

2012

IRIM at TRECVID 2012 : Semantic Indexing and Instance Search.

[BibT_eX]

[DOI]

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

CEA LIST at TRECVID 2012 : Semantic Indexing and instance search.

[BibT_eX]

[DOI]

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Trajectory signature for action recognition in video.

[BibT_eX]

[DOI]

Bertrand Delezoide

Françoise J. Prêteux

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

CEA LIST's Participation at MediaEval 2012 Placing Task.

[BibT_eX]

[DOI]

Adrian Popescu

Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

A new point process model for trajectory-based events annotation.

[BibT_eX]

[DOI]