| 2025 | ICASSP | Contrastive Knowledge Distillation for Embedding Refinement in Personalized Speech Enhancement. | Thomas Serre, Mathieu Fontaine, ric Benhaim, Slim Essid |
| 2025 | ICLR | The 3D-PC: a benchmark for visual perspective taking in humans and machines. | Drew Linsley, Peisen Zhou, Alekh Karkada Ashok, Akash Nagaraj, Gaurav Gaonkar, Francis E. Lewis, Zygmunt Pizlo, Thomas Serre |
| 2025 | ICLR | Tracking objects that change in appearance with phase synchrony. | Sabine Muzellec, Drew Linsley, Alekh Karkada Ashok, Ennio Mingolla, Girik Malik, Rufin VanRullen, Thomas Serre |
| 2025 | Interspeech | MTSE: Multi-Target Speaker Extraction for Conversation Scenarios. | Thomas Serre, Mathieu Fontaine, Eric Benhaim, Slim Essid |
| 2024 | ICASSP | A Lightweight Dual-Stage Framework for Personalized Speech Enhancement Based on Deepfilternet2. | Thomas Serre, Mathieu Fontaine, ric Benhaim, Geoffroy Dutour, Slim Essid |
| 2024 | ICML | Saliency strikes back: How filtering out high frequencies improves white-box explanations. | Sabine Muzellec, Thomas Fel, Victor Boutin, Lo Andol, Rufin VanRullen, Thomas Serre |
| 2023 | CVPR | Don't Lie to Me! Robust and Efficient Explainability with Verified Perturbation Analysis. | Thomas Fel, Melanie Ducoffe, David Vigouroux, Rmi Cadne, Mikael Capelle, Claire Nicodme, Thomas Serre |
| 2023 | CVPR | CRAFT: Concept Recursive Activation FacTorization for Explainability. | Thomas Fel, Agustin Martin Picard, Louis Bthune, Thibaut Boissin, David Vigouroux, Julien Colin, Rmi Cadne, Thomas Serre |
| 2023 | ICLR | GAMR: A Guided Attention Model for (visual) Reasoning. | Mohit Vaishnav, Thomas Serre |
| 2023 | ICML | Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines? | Victor Boutin, Thomas Fel, Lakshya Singhal, Rishav Mukherji, Akash Nagaraj, Julien Colin, Thomas Serre |
| 2022 | WACV | How Good is your Explanation? Algorithmic Stability Measures to Assess the Quality of Explanations for Deep Neural Networks. | Thomas Fel, David Vigouroux, Rmi Cadne, Thomas Serre |
| 2022 | WACV | How and What to Learn: Taxonomizing Self-Supervised Learning for 3D Action Recognition. | Amor Ben Tanfous, Aimen Zerroug, Drew Linsley, Thomas Serre |
| 2021 | ICLR | Go with the flow: Adaptive control for Neural ODEs. | Mathieu Chalvidal, Matthew Ricci, Rufin VanRullen, Thomas Serre |
| 2020 | ICLR | Disentangling neural mechanisms for perceptual grouping. | Junkyung Kim, Drew Linsley, Kalpit Thakkar, Thomas Serre |
| 2020 | ICLR | Recurrent neural circuits for contour detection. | Drew Linsley, Junkyung Kim, Alekh Ashok, Thomas Serre |
| 2019 | ICLR | Learning what and where to attend. | Drew Linsley, Dan Shiebler, Sven Eberhardt, Thomas Serre |
| 2018 | CISS | Learning to predict action potentials end-to-end from calcium imaging data. | Drew Linsley, Jeremy W. Linsley, Tarun Sharma, Nathan Meyers, Thomas Serre |
| 2018 | CogSci | Same-different problems strain convolutional neural networks. | Matthew Ricci, Junkyung Kim, Thomas Serre |
| 2016 | WACV | An end-to-end generative framework for video segmentation and recognition. | Hilde Kuehne, Juergen Gall, Thomas Serre |
| 2014 | CVPR | The Language of Actions: Recovering the Syntax and Semantics of Goal-Directed Human Activities. | Hilde Kuehne, Ali Bilgin Arslan, Thomas Serre |
| 2012 | ECCV | A New Biologically Inspired Color Image Descriptor. | Jun Zhang, Youssef Barhomi, Thomas Serre |
| 2011 | ICCV | HMDB: A large video database for human motion recognition. | Hildegard Kuehne, Hueihan Jhuang, Estbaliz Garrote, Tomaso A. Poggio, Thomas Serre |
| 2007 | ICCV | A Biologically Inspired System for Action Recognition. | Hueihan Jhuang, Thomas Serre, Lior Wolf, Tomaso A. Poggio |
| 2005 | CVPR | Object Recognition with Features Inspired by Visual Cortex. | Thomas Serre, Lior Wolf, Tomaso A. Poggio |
| 2005 | ICANN | Learning Features of Intermediate Complexity for the Recognition of Biological Motion. | Rodrigo Sigala, Thomas Serre, Tomaso A. Poggio, Martin A. Giese |
| 2001 | CVPR | Feature Reduction and Hierarchy of Classifiers for Fast Object Detection in Video Images. | Bernd Heisele, Thomas Serre, Sayan Mukherjee, Tomaso A. Poggio |
| 2001 | CVPR | Component-based Face Detection. | Bernd Heisele, Thomas Serre, Massimiliano Pontil, Tomaso A. Poggio |