Serre, Thomas

51 publications

ICLRW 2025 Beyond Adversarial Robustness: Breaking the Robustness-Alignment Trade-Off in Object Recognition Pinyuan Feng, Drew Linsley, Thibaut Boissin, Alekh Karkada Ashok, Thomas Fel, Stephanie Olaiya, Thomas Serre

TMLR 2025 Enhancing Deep Neural Networks Through Complex-Valued Representations and Kuramoto Synchronization Dynamics Sabine Muzellec, Andrea Alamia, Thomas Serre, Rufin VanRullen

NeurIPS 2025 Follow the Energy, Find the Path: Riemannian Metrics from Energy-Based Models Louis Béthune, David Vigouroux, Yilun Du, Rufin VanRullen, Thomas Serre, Victor Boutin

ICLR 2025 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

ICLR 2025 Tracking Objects That Change in Appearance with Phase Synchrony Sabine Muzellec, Drew Linsley, Alekh Karkada Ashok, Ennio Mingolla, Girik Malik, Rufin VanRullen, Thomas Serre

NeurIPS 2024 Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects Michael A. Lepori, Alexa R. Tartaglini, Wai Keen Vong, Thomas Serre, Brenden M. Lake, Ellie Pavlick

NeurIPS 2024 Latent Representation Matters: Human-like Sketches in One-Shot Drawing Tasks Victor Boutin, Rishav Mukherji, Aditya Agrawal, Sabine Muzellec, Thomas Fel, Thomas Serre, Rufin VanRullen

NeurIPS 2024 RTify: Aligning Deep Neural Networks with Human Behavioral Decisions Yu-Ang Cheng, Ivan Felipe Rodriguez, Sixuan Chen, Kohitij Kar, Takeo Watanabe, Thomas Serre

ICML 2024 Saliency Strikes Back: How Filtering Out High Frequencies Improves White-Box Explanations Sabine Muzellec, Thomas Fel, Victor Boutin, Léo Andéol, Rufin Vanrullen, Thomas Serre

NeurIPS 2024 Understanding Visual Feature Reliance Through the Lens of Complexity Thomas Fel, Louis Béthune, Andrew Kyle Lampinen, Thomas Serre, Katherine Hermann

NeurIPS 2023 A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation Thomas Fel, Victor Boutin, Louis Béthune, Remi Cadene, Mazda Moayeri, Léo Andéol, Mathieu Chalvidal, Thomas Serre

NeurIPS 2023 Break It Down: Evidence for Structural Compositionality in Neural Networks Michael Lepori, Thomas Serre, Ellie Pavlick

CVPR 2023 CRAFT: Concept Recursive Activation FacTorization for Explainability Thomas Fel, Agustin Picard, Louis Béthune, Thibaut Boissin, David Vigouroux, Julien Colin, Rémi Cadène, Thomas Serre

NeurIPS 2023 Computing a Human-like Reaction Time Metric from Stable Recurrent Vision Models Lore Goetschalckx, Lakshmi Narasimhan Govindarajan, Alekh Karkada Ashok, Aarit Ahuja, David Sheinberg, Thomas Serre

ICML 2023 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

CVPR 2023 Don't Lie to Me! Robust and Efficient Explainability with Verified Perturbation Analysis Thomas Fel, Melanie Ducoffe, David Vigouroux, Rémi Cadène, Mikaël Capelle, Claire Nicodème, Thomas Serre

NeurIPSW 2023 Ecological Data and Objectives Align Deep Neural Network Representations with Humans Akash Nagaraj, Alekh Karkada Ashok, Drew Linsley, Francis E Lewis, Peisen Zhou, Thomas Serre

ICLR 2023 GAMR: A Guided Attention Model for (visual) Reasoning Mohit Vaishnav, Thomas Serre

NeurIPS 2023 Learning Functional Transduction Mathieu Chalvidal, Thomas Serre, Rufin VanRullen

NeurIPS 2023 Performance-Optimized Deep Neural Networks Are Evolving into Worse Models of Inferotemporal Visual Cortex Drew Linsley, Ivan F Rodriguez Rodriguez, Thomas Fel, Michael Arcaro, Saloni Sharma, Margaret Livingstone, Thomas Serre

NeurIPS 2023 Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization Thomas Fel, Thibaut Boissin, Victor Boutin, Agustin Picard, Paul Novello, Julien Colin, Drew Linsley, Tom Rousseau, Remi Cadene, Lore Goetschalckx, Laurent Gardes, Thomas Serre

NeurIPS 2022 A Benchmark for Compositional Visual Reasoning Aimen Zerroug, Mohit Vaishnav, Julien Colin, Sebastian Musslick, Thomas Serre

NeurIPS 2022 Diversity vs. Recognizability: Human-like Generalization in One-Shot Generative Models Victor Boutin, Lakshya Singhal, Xavier Thomas, Thomas Serre

NeurIPS 2022 Harmonizing the Object Recognition Strategies of Deep Neural Networks with Humans Thomas Fel, Ivan F Rodriguez Rodriguez, Drew Linsley, Thomas Serre

WACV 2022 How Good Is Your Explanation? Algorithmic Stability Measures to Assess the Quality of Explanations for Deep Neural Networks Thomas Fel, David Vigouroux, Rémi Cadène, Thomas Serre

WACV 2022 How and What to Learn: Taxonomizing Self-Supervised Learning for 3D Action Recognition Amor Ben Tanfous, Aimen Zerroug, Drew Linsley, Thomas Serre

NeurIPS 2022 Meta-Reinforcement Learning with Self-Modifying Networks Mathieu Chalvidal, Thomas Serre, Rufin VanRullen

NeurIPSW 2022 The Emergence of Visual Simulation in Task-Optimized Recurrent Neural Networks Alekh Karkada Ashok, Lakshmi Narasimhan Govindarajan, Drew Linsley, David Sheinberg, Thomas Serre

NeurIPS 2022 What I Cannot Predict, I Do Not Understand: A Human-Centered Evaluation Framework for Explainability Methods Julien Colin, Thomas Fel, Remi Cadene, Thomas Serre

ICLR 2021 Go with the Flow: Adaptive Control for Neural ODEs Mathieu Chalvidal, Matthew Ricci, Rufin VanRullen, Thomas Serre

NeurIPS 2021 Look at the Variance! Efficient Black-Box Explanations with Sobol-Based Sensitivity Analysis Thomas Fel, Remi Cadene, Mathieu Chalvidal, Matthieu Cord, David Vigouroux, Thomas Serre

NeurIPS 2021 Tracking Without Re-Recognition in Humans and Machines Drew Linsley, Girik Malik, Junkyung Kim, Lakshmi Narasimhan Govindarajan, Ennio Mingolla, Thomas Serre

ICLR 2020 Disentangling Neural Mechanisms for Perceptual Grouping Junkyung Kim, Drew Linsley, Kalpit Thakkar, Thomas Serre

NeurIPSW 2020 Iterative VAE as a Predictive Brain Model for Out-of-Distribution Generalization Victor Boutin, Aimen Zerroug, Minju Jung, Thomas Serre

ICLR 2020 Recurrent Neural Circuits for Contour Detection Drew Linsley, Junkyung Kim, Alekh Ashok, Thomas Serre

NeurIPS 2020 Stable and Expressive Recurrent Vision Models Drew Linsley, Alekh Karkada Ashok, Lakshmi Narasimhan Govindarajan, Rex Liu, Thomas Serre

ICLR 2019 Learning What and Where to Attend Drew Linsley, Dan Shiebler, Sven Eberhardt, Thomas Serre

NeurIPS 2018 Learning Long-Range Spatial Dependencies with Horizontal Gated Recurrent Units Drew Linsley, Junkyung Kim, Vijay Veerabadran, Charles Windolf, Thomas Serre

ICCVW 2017 What Are the Visual Features Underlying Human Versus Machine Vision? Drew Linsley, Sven Eberhardt, Tarun Sharma, Pankaj Gupta, Thomas Serre

WACV 2016 An End-to-End Generative Framework for Video Segmentation and Recognition Hilde Kuehne, Juergen Gall, Thomas Serre

NeurIPS 2016 How Deep Is the Feature Analysis Underlying Rapid Visual Categorization? Sven Eberhardt, Jonah G Cader, Thomas Serre

ICLR 2014 Neuronal Synchrony in Complex-Valued Deep Networks David P. Reichert, Thomas Serre

CVPR 2014 The Language of Actions: Recovering the Syntax and Semantics of Goal-Directed Human Activities Hilde Kuehne, Ali Arslan, Thomas Serre

NeurIPS 2013 Neural Representation of Action Sequences: How Far Can a Simple Snippet-Matching Model Take Us? Cheston Tan, Jedediah M Singer, Thomas Serre, David Sheinberg, Tomaso Poggio

ECCV 2012 A New Biologically Inspired Color Image Descriptor Jun Zhang, Youssef Barhomi, Thomas Serre

ICCV 2011 HMDB: A Large Video Database for Human Motion Recognition Hildegard Kuehne, Hueihan Jhuang, Estíbaliz Garrote, Tomaso A. Poggio, Thomas Serre

ICCV 2007 A Biologically Inspired System for Action Recognition Hueihan Jhuang, Thomas Serre, Lior Wolf, Tomaso A. Poggio

CVPR 2005 Object Recognition with Features Inspired by Visual Cortex Thomas Serre, Lior Wolf, Tomaso A. Poggio

NeurIPS 2001 Categorization by Learning and Combining Object Parts Bernd Heisele, Thomas Serre, Massimiliano Pontil, Thomas Vetter, Tomaso Poggio

CVPR 2001 Component-Based Face Detection Bernd Heisele, Thomas Serre, Massimiliano Pontil, Tomaso A. Poggio

CVPR 2001 Feature Reduction and Hierarchy of Classifiers for Fast Object Detection in Video Images Bernd Heisele, Thomas Serre, Sayan Mukherjee, Tomaso A. Poggio