Rob Fergus
- Intriguing properties of neural networks
2013/12/21 by Christian Szegedy, Szegedy, Christian, Wojciech Zaremba +11 · 3 voices · 381 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Neural Networks and Applications #cs.CV #cs.LG #cs.NE
- Visualizing and Understanding Convolutional Networks
2013/11/12 by Matthew D. Zeiler, Matthew D Zeiler, Rob Fergus +2 · 2 voices · 187 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #cs.CV
- Depth Map Prediction from a Single Image using a Multi-Scale Deep Network
2014/06/09 by David Eigen, Eigen, David, Christian Puhrsch +3 · 194 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Robotics and Sensor-Based Localization #Optical measurement and interference techniques
- Predicting Depth, Surface Normals and Semantic Labels with a Common\n Multi-Scale Convolutional Architecture
2014/11/17 by David Eigen, Rob Fergus, Eigen, David +1 · 1 voice · 50 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Industrial Vision Systems and Defect Detection #Robotics and Sensor-Based Localization #cs.CV
- Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs
2024/06/24 by Shengbang Tong, Ellis Brown, Tong, Shengbang +26 · 2 voices · 153 citations
Computer Science · #Advanced Computational Techniques and Applications #cs.CV
- Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences
2021/04/05 by Alexander Rives, Joshua Meier, Tom Sercu +8 · 92 citations
Biochemistry, Genetics and Molecular Biology · #Machine Learning in Bioinformatics #Protein Structure and Dynamics #RNA and protein synthesis mechanisms
- De novo design of high-affinity protein binders with AlphaProteo
2024/09/12 by Vinicius Zambaldi, Vinícius Zambaldi, David La +69 · 3 voices · 11 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Advanced Biosensing Techniques and Applications #Monoclonal and Polyclonal Antibodies Research #Protein purification and stability #q-bio.BM
- Learning Physical Intuition of Block Towers by Example
2016/03/03 by Adam Lerer, Lerer, Adam, Sam Gross +3 · 1 voice · 3 citations
#cs.AI
- Learning Multiagent Communication with Backpropagation
2016/05/25 by Sainbayar Sukhbaatar, Sukhbaatar, Sainbayar, Arthur Szlam +3 · 37 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Reinforcement Learning in Robotics
- OverFeat: Integrated Recognition, Localization and Detection using\n Convolutional Networks
2013/12/21 by Pierre Sermanet, David Eigen, Sermanet, Pierre +9 · 53 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learning
2021/07/20 by Denis Yarats, Yarats, Denis, Rob Fergus +5 · 43 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Reinforcement Learning in Robotics #Adaptive Dynamic Programming Control #Zebrafish Biomedical Research Applications
- Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels
2020/04/28 by Ilya Kostrikov, Denis Yarats, Kostrikov, Ilya +3 · 31 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #electronic engineering #information engineering
- BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games
2024/11/20 by Davide Paglieri, Bartłomiej Cupiał, Paglieri, Davide +25 · 4 voices · 36 citations
Computer Science · #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies #cs.AI
- Reduce, Reuse, Recycle: Compositional Generation with Energy-Based Diffusion Models and MCMC
2023/02/22 by Yilun Du, Conor Durkan, Du, Yilun +15 · 31 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Topic Modeling
- MazeBase: A Sandbox for Learning from Games
2015/11/23 by Sainbayar Sukhbaatar, Sukhbaatar, Sainbayar, Arthur Szlam +7 · 1 voice · 5 citations
Computer Science · Social Sciences · #Artificial Intelligence in Games #Digital Games and Media #Reinforcement Learning in Robotics #cs.AI #cs.LG #cs.NE
- IntPhys: A Benchmark for Visual Intuitive Physics Reasoning
2018/03/20 by Ronan Riochet, Mario Ynocente Castro, Riochet, Ronan +11 · 12 citations
Computer Science · Neuroscience · #Human Pose and Action Recognition #Cognitive Science and Education Research #Explainable Artificial Intelligence (XAI)
- Simple Baseline for Visual Question Answering
2015/12/07 by Bolei Zhou, Zhou, Bolei, Yuandong Tian +7 · 17 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Collaborating with language models for embodied reasoning
2023/02/01 by Ishita Dasgupta, Christine Kaeser‐Chen, Dasgupta, Ishita +11 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling
- Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues
2015/01/23 by Ning Zhang, Manohar Paluri, Zhang, Ning +7 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Video Surveillance and Tracking Methods
- Learning to Discover Efficient Mathematical Identities
2014/06/06 by Wojciech Zaremba, Karol Kurach, Zaremba, Wojciech +3 · 5 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Neural Networks and Applications
- Improving Image Classification with Location Context
2015/05/14 by Kevin Tang, Tang, Kevin, Manohar Paluri +7 · 3 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization #Image Retrieval and Classification Techniques
- Language Agents Mirror Human Causal Reasoning Biases. How Can We Help Them Think Like Scientists?
2025/05/14 by Anthony GX-Chen, GX-Chen, Anthony, Dongyan Lin +11 · 3 voices · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
- Deep End2End Voxel2Voxel Prediction
2015/11/20 by Du Tran, Lubomir Bourdev, Tran, Du +7 · 4 citations
Computer Science · #Advanced Vision and Imaging #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications
- Distilling Internet-Scale Vision-Language Models into Embodied Agents
2023/01/29 by Theodore R. Sumers, Sumers, Theodore, Kenneth Marino +7 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
- EmbedDistill: A Geometric Knowledge Distillation for Information Retrieval
2023/01/27 by Seungyeon Kim, Ankit Singh Rawat, Kim, Seungyeon +15 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Simple Algorithms from Examples
2015/11/23 by Wojciech Zaremba, Zaremba, Wojciech, Tomáš Mikolov +5 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Topic Modeling
- Differentiable Pooling for Hierarchical Feature Learning
2012/06/30 by Matthew D. Zeiler, Zeiler, Matthew D., Rob Fergus +1 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Neural Networks and Applications
- KL-Regularized Reinforcement Learning is Designed to Mode Collapse
2025/10/23 by Anthony GX-Chen, GX-Chen, Anthony, Jatin Prakash +7 · 1 voice · 4 citations
Materials Science · Computer Science · #Machine Learning in Materials Science #Topic Modeling #Reinforcement Learning in Robotics
- Cambrian-S: Towards Spatial Supersensing in Video
2025/11/06 by Shusheng Yang, Yang, Shusheng, Jihan Yang +23 · 14 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Disentangling Video with Independent Prediction
2019/01/17 by WILLIAM F. WHITNEY, Rob Fergus, Whitney, William F. +1 · 1 citation
Computer Science · #Advanced Steganography and Watermarking Techniques #Chaos-based Image/Signal Encryption #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Training Language Models on Synthetic Edit Sequences Improves Code Synthesis
2024/10/03 by Ulyana Piterbarg, Lerrel Pinto, Piterbarg, Ulyana +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques #Software Engineering Research