Philip Bachman
- Deep Reinforcement Learning that Matters
2017/09/19 by Peter Henderson, Riashat Islam, Henderson, Peter +10 · 4 voices · 86 citations
Computer Science · #Evolutionary Algorithms and Applications #Reinforcement Learning in Robotics #cs.LG #stat.ML
- Learning Representations by Maximizing Mutual Information Across Views
2019/06/03 by Philip Bachman, Bachman, Philip, R Devon Hjelm +3 · 58 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- Data-Efficient Reinforcement Learning with Self-Predictive\n Representations
2020/07/12 by Max Schwarzer, Ankesh Anand, Schwarzer, Max +9 · 29 citations
Computer Science · #Reinforcement Learning in Robotics
- NewsQA: A Machine Comprehension Dataset
2016/11/29 by Adam Trischler, Tong Wang, Trischler, Adam +11 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data
2018/02/27 by Amjad Almahairi, Almahairi, Amjad, Sai Rajeswar +7 · 4 citations
Computer Science · #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
- Learning Algorithms for Active Learning
2017/07/31 by Philip Bachman, Alessandro Sordoni, Bachman, Philip +3 · 3 citations
Computer Science · #Algorithms and Data Compression #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Towards Information-Seeking Agents
2016/12/08 by Philip Bachman, Bachman, Philip, Alessandro Sordoni +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
- Ignorance is Bliss: Robust Control via Information Gating
2023/03/10 by Manan Tomar, Tomar, Manan, Riashat Islam +6 · 1 citation
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural dynamics and brain function