All publications sorted by author
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | 62 | 63 | 64 | 65 | 66 | 67 | 68 | 69 | 70 | 71 | 72 | 73 | 74 | 75 | 76 | 77 | 78 | 79 | 80 | 81 | 82 |
K
Real-Time DCT Learning-based Reconstruction of Neural Signals, , and , in: EUSIPCO, 2018 |
|
Variational Information Bottleneck for Effective Low-Resource Fine-Tuning, , and , in: ICLR, 2021 |
|
End-to-End Bias Mitigation by Modelling Biases in Corpora, , and , in: ACL, 2020 |
|
Compacter: Efficient Low-Rank Hypercomplex Adapter Layers, , and , in: NeurIPS, 2021 |
|
TESS: Text-to-text selfconditioned simplex diffusion, , , , , , and , in: Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), pages 2347–2361, Association for Computational Linguistics, 2024 |
A Learning-Based Framework for Quantized Compressed Sensing, , and , in: A Learning-Based Framework for Quantized Compressed Sensing, 2019 |
|
Learning Entailment-Based Sentence Embeddings from Natural Language Inference, , and , Idiap-RR-20-2019 |
[URL] |
Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks, , , and , in: ACL, 2021 |
|
PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models, , , , , , and , in: ACL, 2022 |
|
Stop Wasting my FLOPS: Improving the Efficiency of Deep Learning Models, , École Polytechnique Fédérale de Lausanne, 2022 |
[DOI] |
Processing Megapixel Images with Deep Attention-Sampling Models, and , Idiap-RR-07-2019 |
[URL] |
Processing Megapixel Images with Deep Attention-Sampling Models, and , in: Proceedings of International Conference on Machine Learning, 2019 |
[URL] |
Not All Samples Are Created Equal: Deep Learning with Importance Sampling, and , Idiap-RR-12-2018 |
|
Not All Samples Are Created Equal: Deep Learning with Importance Sampling, and , in: Proceedings of International Conference on Machine Learning, 2018 |
|
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention, , , and , in: Proceedings of International Conference on Machine Learning, 2020 |
Haptic Feedback Compared with Visual Feedback for BCI, , , , , and , in: Proceedings of the 3rd International Brain-Computer Interface Workshop & Training Course 2006, 2006 |
|
Combining Wavelet-domain Hidden Markov Trees with Hidden Markov Models, , and , Idiap-RR-14-1999 |
|
Machine Learning Approaches to Text Representation using Unlabeled Data, , Ecole Polytechnique Fédérale de Lausanne, 2006 |
|
Machine Learning Approaches to Text Representation using Unlabeled Data, , Idiap-RR-76-2006 |
|
A Multitask Learning Approach to Document Representation using Unlabeled Data, and , Idiap-RR-44-2006 |
|
A Neural Network for Text Representation, and , in: International Conference on Artificial Neural Networks, ICANN, 2005 |
|
A Neural Network for Text Representation, and , Idiap-RR-12-2005 |
|
Theme Topic Mixture Model: A Graphical Model for Document Representation, and , in: Pascal Workshop on Text Mining and Understanding, 2004 |
|
Theme Topic Mixture Model: A Graphical Model for Document Representation, and , Idiap-RR-05-2004 |
|
Textual Data Representation, and , Idiap-RR-74-2003 |
|
Benchmarking Non-Parametric Statistical Tests, , and , in: Advances in Neural Information Processing Systems, NIPS 18. MIT Press, 2005 |
|
Benchmarking Non-Parametric Statistical Tests, , and , Idiap-RR-38-2005 |
|
{S}ignificance {T}ests for {\em Bizarre} {M}easures in 2-{C}lass {C}lassification {T}asks, , and , Idiap-RR-34-2004 |
|
Active Shape Models Using Local Binary Patterns, and , Idiap-RR-07-2006 |
|
A comparison of noise reduction techniques for robust speech recognition, , Idiap-RR-10-1999 |
|
Towards introducing long-term statistics in MUSE for robust speech recognition, and , in: Automatic Speech Recognition and Understanding (ASRU) workshop, 1999 |
|
Towards introducing long-term statistics in MUSE for robust speech recognition, and , Idiap-RR-18-1999 |
|
A comparison of two strategies for ASR in additive noise : Missing Data and Spectral Subtraction, and , Idiap-RR-17-1999 |
|
A comparison of two strategies for ASR in additive noise : Missing Data and Spectral Subtraction, and , in: 6th European Conference on Speech Communication and Technology --- Eurospeech'99, 1999 |
|
Theoretical Foundations for Large-Margin Kernel-Based Continuous Speech Recognition, , Idiap-RR-44-2007 |
|
Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods, and , John Wiley & Sons, 2008 |
Discriminative Kernel-Based Phoneme Sequence Recognition, , , , and , Idiap-RR-14-2006 |
|
A Kernel Wrapper for Phoneme Sequence Recognition, and , in: Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods, John Wiley and Sons, 2009 |
Discriminative Keyword Spotting, , and , in: Speech Communication, 51(4), 2009 |
|
Discriminatove Keyword Spotting, , and , Idiap-RR-31-2008 |
|
Discriminative Keyword Spotting, , and , in: Workshop on Non-Linear Speech Processing, Paris, France, 2007 |
|
A Proposal for a Kernel-based Algorithm for Large Vocabulary Continuous Speech Recognition, , in: Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods, John Wiley and Sons, 2009 |
Discriminative Kernel-Based Phoneme Sequence Recognition, , , , and , in: The 9th International Conference on Spoken Language Processing (INTERSPEECH), Pittsburgh, PA, 2006 |
|
A Large Margin Algorithm for Forced Alignment, , , and , in: Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods, John Wiley and Sons, 2009 |
Hand Gesture Analysis, , and , in: Computer Analysis of Human Behavior,, pages 125-149, Springer London, 2011 |
Enhancing posterior based speech recognition systems, , Ecole Polytechnique Fédérale de Lausanne, 2008 |
|
Enhanced Phone Posteriors for Improving Speech Recognition Systems, and , Idiap-RR-39-2008 |
|
Hierarchical Integration of Phonetic and Lexical Knowledge in Phone Posterior Estimation, and , in: ICASSP'08, 2008 |
|
In-Context Phone Posteriors as Complementary Features for Tandem ASR, and , in: ICSLP'08, 2008 |
|
Hierarchical Multi-Stream Posterior Based Speech Recognition System, , and , in: Proceedings MLMI workshop, 2005 |
|
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | 62 | 63 | 64 | 65 | 66 | 67 | 68 | 69 | 70 | 71 | 72 | 73 | 74 | 75 | 76 | 77 | 78 | 79 | 80 | 81 | 82 |