T. Serre
- Neuronal Synchrony in Complex-Valued Deep Networks
2013/12/20 by David Reichert, David P. Reichert, Thomas Serre +3 · 12 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · Mathematics · Neuroscience · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neuroscience and Neural Engineering #cs.LG #cs.NE #q-bio.NC #stat.ML
- A Benchmark for Compositional Visual Reasoning
2022/06/11 by Aimen Zerroug, Zerroug, Aimen, Mohit Vaishnav +7 · 15 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
- What I Cannot Predict, I Do Not Understand: A Human-Centered Evaluation Framework for Explainability Methods
2021/12/06 by Julien Colin, Thomas Fel, Colin, Julien +5 · 12 citations
Computer Science · Materials Science · #Explainable Artificial Intelligence (XAI) #Machine Learning in Materials Science
- Break It Down: Evidence for Structural Compositionality in Neural Networks
2023/01/26 by Michael A. Lepori, T. Serre, Lepori, Michael A. +3 · 11 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
- Learning long-range spatial dependencies with horizontal gated-recurrent\n units
2018/05/21 by Drew Linsley, Linsley, Drew, Junkyung Kim +5 · 6 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
- Harmonizing the object recognition strategies of deep neural networks with humans
2022/11/08 by Thomas Fel, Iván Felipe, Fel, Thomas +5 · 7 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- Stable and expressive recurrent vision models
2020/05/22 by Drew Linsley, Alekh Karkada Ashok, Linsley, Drew +7 · 6 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging
- An end-to-end generative framework for video segmentation and\n recognition
2015/09/07 by Hilde Kuehne, Kuehne, Hilde, Jüergen Gall +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
- Saliency strikes back: How filtering out high frequencies improves white-box explanations
2023/07/18 by Sabine Muzellec, Muzellec, Sabine, Thomas Fel +9 · 5 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
- KuraNet: Systems of Coupled Oscillators that Learn to Synchronize
2021/05/06 by Matthew Ricci, Ricci, Matthew, Minju Jung +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)
- Recurrent neural circuits for contour detection
2020/10/29 by Drew Linsley, Junkyung Kim, Linsley, Drew +5 · 3 citations
Chemistry · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Spectroscopy and Chemometric Analyses
- Diversity vs. Recognizability: Human-like generalization in one-shot generative models
2022/05/20 by Victor Boutin, Boutin, Victor, Lakshya Singhal +5 · 3 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
- 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
- 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 · 2 citations
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
- 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 Matthew Ricci, Ricci, Matthew, Junkyung Kim +3 · 1 citation
Engineering · #Advanced Sensor and Control Systems #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Industrial Technology and Control Systems #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC)
- Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks
2024/06/10 by Victor Boutin, Boutin, Victor, Rishav Mukherji +12 · 1 voice · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #Topic Modeling #cs.CV
- Learning what and where to attend
2018/05/22 by Drew Linsley, Dan Shiebler, Linsley, Drew +5 · 1 citation
Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face Recognition and Perception #Visual Attention and Saliency Detection
- 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)
- Choosing the right basis for interpretability: Psychophysical comparison between neuron-based and dictionary-based representations
2024/11/06 by Julien Colin, Colin, Julien, Lore Goetschalckx +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