Ronan Collobert

No Need to Talk: Asynchronous Mixture of Language Models ICLR 2025 Continuous pseudo-labeling from the start ICLR 2023 Flashlight: Enabling Innovation in Tools for Machine Learning ICML 2022 Star Temporal Classification: Sequence Modeling with Partially Labeled Data NeurIPS 2022 CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings NeurIPS 2021 Rethinking Evaluation in ASR: Are Our Models Robust Enough? Interspeech 2021 Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training Interspeech 2021 slimIPL: Language-Model-Free Iterative Pseudo-Labeling Interspeech 2021 Unsupervised Cross-Lingual Representation Learning for Speech Recognition Interspeech 2021 Iterative Pseudo-Labeling for Speech Recognition Interspeech 2020 Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters Interspeech 2020 MLS: A Large-Scale Multilingual Dataset for Speech Research Interspeech 2020 Scaling Up Online Speech Recognition Using ConvNets Interspeech 2020 Word-Level Speech Recognition With a Letter to Word Encoder ICML 2020 A fully differentiable beam search decoder ICML 2019 Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions Interspeech 2019 wav2vec: Unsupervised Pre-Training for Speech Recognition Interspeech 2019 Who Needs Words? Lexicon-Free Speech Recognition Interspeech 2019 End-to-End Speech Recognition from the Raw Waveform Interspeech 2018 Deep Neural Networks for Syntactic Parsing of Morphologically Rich Languages ACL 2016 Jointly Learning to Locate and Classify Words Using Convolutional Networks Interspeech 2016 ProNet: Learning to Propose Object-Specific Boxes for Cascaded Neural Networks CVPR 2016 From Image-Level to Pixel-Level Labeling With Convolutional Networks CVPR 2015 Learning to Segment Object Candidates NeurIPS 2015 Phrase-based Image Captioning ICML 2015 Recurrent Convolutional Neural Networks for Scene Labeling ICML 2014 Word Embeddings through Hellinger PCA EACL 2014 Deep Learning for Efficient Discriminative Parsing AISTATS 2011 Natural Language Processing (Almost) from Scratch JMLR 2011 Half Transductive Ranking AISTATS 2010 Towards Understanding Situated Natural Language AISTATS 2010 Polynomial Semantic Indexing NeurIPS 2009 Fast Semantic Extraction Using a Novel Neural Network Architecture ACL 2007 Large Scale Transductive SVMs JMLR 2006 SVMTorch: Support Vector Machines for Large-Scale Regression Problems JMLR 2001