Richard Zemel
- Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
2015/02/10 by Kelvin Xu, Jimmy Ba, Xu, Kelvin +15 · 1 voice · 340 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Human Pose and Action Recognition #Multimodal Machine Learning Applications #cs.CV #cs.LG
- Shortcut learning in deep neural networks
2020/04/16 by Robert Geirhos, Jörn-Henrik Jacobsen, Claudio Michaelis +5 · 2 voices · 339 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Machine Learning and Data Classification #cs.AI #cs.CV #cs.LG #q-bio.NC
- Gated Graph Sequence Neural Networks
2015/11/17 by Yujia Li, Daniel Tarlow, Li, Yujia +6 · 201 citations
Computer Science · Materials Science · Mathematics · #Advanced Graph Neural Networks #Machine Learning in Materials Science #Topic Modeling #cs.AI #cs.LG #cs.NE #stat.ML
- Generative Moment Matching Networks
2015/02/10 by Yujia Li, Li, Yujia, Kevin Swersky +4 · 86 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #cs.AI #cs.LG #stat.ML
- Understanding the Effective Receptive Field in Deep Convolutional Neural Networks
2017/01/15 by Wenjie Luo, Luo, Wenjie, Yujia Li +6 · 74 citations
Computer Science · Mathematics · Psychology · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Artificial intelligence #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Computer vision #Convolutional neural network #Deep learning #Deep neural networks #Dropout (neural networks) #FOS: Computer and information sciences #Field (mathematics) #Gaussian #Machine Learning (cs.LG) #Machine learning #Mathematics #Neural Networks and Applications #Neural Networks and Reservoir Computing #Pattern recognition (psychology) #Perception #Psychology #Receptive field #Stochastic Gradient Optimization Techniques #Surround suppression #Visual perception #cs.AI #cs.CV #cs.LG
- Learning Adversarially Fair and Transferable Representations
2018/02/17 by David Madras, Madras, David, Elliot Creager +6 · 61 citations
Computer Science · Mathematics · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
- The Variational Fair Autoencoder
2015/11/03 by Christos Louizos, Kevin Swersky, Louizos, Christos +8 · 35 citations
Computer Science · Mathematics · Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
- Environment Inference for Invariant Learning
2020/10/14 by Elliot Creager, Jörn-Henrik Jacobsen, Creager, Elliot +4 · 39 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 #Neural Networks and Applications #cs.AI #cs.LG
- Unsupervised Confidence Calibration for Reasoning LLMs from a Single Generation
2026/04/21 by Thomas Zollo, Jimmy Wang, Richard Zemel · 1 voice
Computer Science · #cs.LG