Collobert, Ronan

Curriculum learning

Bengio, Y., Louradour, J., Collobert, R., & Weston, J. (2009) · Proceedings of the 26th Annual International Conference on Machine Learning

Stochastic Gradient Optimization TechniquesReinforcement Learning in Robotics

Cited by 5,366

A unified architecture for natural language processing: deep neural networks with multitask learning

Collobert, R., & Weston, J. (2008) · Proceedings of the 25th international conference on Machine learning - ICML '08

Natural Language Processing TechniquesTopic Modeling

Cited by 5,058

wav2vec: Unsupervised Pre-Training for Speech Recognition

Schneider, S., Baevski, A., Collobert, R., & Auli, M. (2019) · Interspeech 2019

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 1,290

Unsupervised Cross-Lingual Representation Learning for Speech Recognition

Conneau, A., Baevski, A., Collobert, R., Mohamed, A., & Auli, M. (2021) · Interspeech 2021

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 637

MLS: A Large-Scale Multilingual Dataset for Speech Research

Pratap, V., Xu, Q., Sriram, A., Synnaeve, G., & Collobert, R. (2020) · Interspeech 2020

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 361

Deep learning from temporal coherence in video

Mobahi, H., Collobert, R., & Weston, J. (2009) · Proceedings of the 26th Annual International Conference on Machine Learning

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 328

Links between perceptrons, MLPs and SVMs

Collobert, R., & Bengio, S. (2004) · Twenty-first international conference on Machine learning - ICML '04

Neural Networks and ApplicationsMachine Learning and Algorithms

Cited by 302

Analysis of CNN-based speech recognition system using raw speech as input

Palaz, D., Magimai-Doss, M., & Collobert, R. (2015) · Interspeech 2015

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 288

End-to-end acoustic modeling using convolutional neural networks for HMM-based automatic speech recognition

Palaz, D., Magimai-Doss, M., & Collobert, R. (2019) · Speech Communication

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 168

Iterative Pseudo-Labeling for Speech Recognition

Xu, Q., Likhomanenko, T., Kahn, J., Hannun, A., Synnaeve, G., & Collobert, R. (2020) · Interspeech 2020

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 112

Embarrassingly Simple Self-Distillation Improves Code Generation

Zhang, R., Bai, R. H., Zheng, H., Jaitly, N., Collobert, R., & Zhang, Y. (2026) · arXiv

Software Engineering ResearchTopic Modeling

Cited by 0