Serre, Thomas
- Neuronal Synchrony in Complex-Valued Deep Networks
2013/12/20 by David Reichert, Reichert, David P., T. Serre +1 · 11 citations
Neuroscience · Engineering · #Neural dynamics and brain function #Advanced Memory and Neural Computing #Neuroscience and Neural Engineering
- A Benchmark for Compositional Visual Reasoning
2022/06/11 by Zerroug, Aimen, Vaishnav, Mohit, Colin, Julien +2 · 10 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Break It Down: Evidence for Structural Compositionality in Neural Networks
2023/01/26 by Michael A. Lepori, T. Serre, Lepori, Michael A. +3 · 10 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
- What I Cannot Predict, I Do Not Understand: A Human-Centered Evaluation Framework for Explainability Methods
2021/12/06 by Julien Colin, Colin, Julien, Thomas Fel +5 · 8 citations
Computer Science · Materials Science · #Explainable Artificial Intelligence (XAI) #Machine Learning in Materials Science
- Learning long-range spatial dependencies with horizontal gated-recurrent\n units
2018/05/21 by Drew Linsley, Junkyung Kim, Linsley, Drew +5 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Medical Image Segmentation Techniques
- Stable and expressive recurrent vision models
2020/05/22 by Drew Linsley, Alekh Karkada Ashok, Linsley, Drew +7 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging
- Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects
2024/06/22 by Lepori, Michael A., Tartaglini, Alexa R., Vong, Wai Keen +3 · 8 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- An end-to-end generative framework for video segmentation and\n recognition
2015/09/07 by Hilde Kuehne, Jüergen Gall, Kuehne, Hilde +3 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Video Analysis and Summarization #Video Surveillance and Tracking Methods
- Harmonizing the object recognition strategies of deep neural networks with humans
2022/11/08 by Fel, Thomas, Felipe, Ivan, Linsley, Drew +1 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- KuraNet: Systems of Coupled Oscillators that Learn to Synchronize
2021/05/06 by Matthew Ricci, Minju Jung, Ricci, Matthew +9 · 3 citations
Computer Science · Engineering · Neuroscience · #Adaptation and Self-Organizing Systems (nlin.AO) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural dynamics and brain function #Nonlinear Dynamics and Pattern Formation #Slime Mold and Myxomycetes Research
- Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines?
2023/01/27 by Victor Boutin, Boutin, Victor, Thomas Fel +11 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Generative Adversarial Networks and Image Synthesis #Human-Computer Interaction (cs.HC)
- Saliency strikes back: How filtering out high frequencies improves white-box explanations
2023/07/18 by Sabine Muzellec, Thomas Fel, Muzellec, Sabine +9 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
- Xplique: A Deep Learning Explainability Toolbox
2022/06/09 by Fel, Thomas, Hervier, Lucas, Vigouroux, David +12 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Computing a human-like reaction time metric from stable recurrent vision models
2023/06/20 by Lore Goetschalckx, Goetschalckx, Lore, Lakshmi Narasimhan Govindarajan +9 · 3 citations
Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face Recognition and Perception #Neural dynamics and brain function #Visual perception and processing mechanisms
- Recurrent neural circuits for contour detection
2020/10/29 by Linsley, Drew, Kim, Junkyung, Ashok, Alekh +1 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Diversity vs. Recognizability: Human-like generalization in one-shot generative models
2022/05/20 by Victor Boutin, Boutin, Victor, Lakshya Singhal +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Performance-optimized deep neural networks are evolving into worse models of inferotemporal visual cortex
2023/06/06 by Linsley, Drew, Rodriguez, Ivan F., Fel, Thomas +4 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Is This Just Fantasy? Language Model Representations Reflect Human Judgments of Event Plausibility
2025/07/16 by Michael A. Lepori, Jennifer Hu, Lepori, Michael A. +10 · 1 voice · 2 citations
Computer Science · #Topic Modeling
- Same-different problems strain convolutional neural networks
2018/02/09 by Ricci, Matthew, Kim, Junkyung, Serre, Thomas · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC)
- Better artificial intelligence does not mean better models of biology
2025/04/08 by Drew Linsley, Linsley, Drew, Pinyuan Feng +3 · 2 voices · 3 citations
#q-bio.NC #cs.AI #cs.CV
- The 3D-PC: a benchmark for visual perspective taking in humans and machines
2024/06/06 by Linsley, Drew, Zhou, Peisen, Ashok, Alekh Karkada +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Meta-Reinforcement Learning with Self-Modifying Networks
2022/02/04 by Mathieu Chalvidal, T. Serre, Chalvidal, Mathieu +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC)
- Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks
2024/06/10 by Victor Boutin, Boutin, Victor, Rishav Mukherji +12 · 1 voice · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #Topic Modeling #cs.CV
- Adversarial alignment: Breaking the trade-off between the strength of an attack and its relevance to human perception
2023/06/05 by Drew Linsley, Linsley, Drew, Pinyuan Feng +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis
- Choosing the right basis for interpretability: Psychophysical comparison between neuron-based and dictionary-based representations
2024/11/06 by Julien Colin, Lore Goetschalckx, Colin, Julien +10 · 2 citations
Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Uncovering Intermediate Variables in Transformers using Circuit Probing
2023/11/07 by Michael A. Lepori, Lepori, Michael A., T. Serre +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- RTify: Aligning Deep Neural Networks with Human Behavioral Decisions
2024/11/06 by Cheng, Yu-Ang, Rodriguez, Ivan Felipe, Chen, Sixuan +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Neurons and Cognition (q-bio.NC)