Papers
11,015 papers found
Measuring Compositionality in Representation Learning
Jacob Andreas
Meta-Learning For Stochastic Gradient MCMC
Wenbo Gong, Yingzhen Li, José Miguel Hernández-Lobato
Meta-Learning Probabilistic Inference for Prediction
Jonathan Gordon, John Bronskill, Matthias Bauer et al.
Meta-Learning Update Rules for Unsupervised Representation Learning
Luke Metz, Niru Maheswaranathan, Brian Cheung et al.
Meta-learning with differentiable closed-form solvers
Luca Bertinetto, Joao F. Henriques, Philip Torr et al.
Meta-Learning with Latent Embedding Optimization
Andrei A. Rusu, Dushyant Rao, Jakub Sygnowski et al.
Minimal Images in Deep Neural Networks: Fragile Object Recognition in Natural Images
Sanjana Srivastava, Guy Ben-Yosef, Xavier Boix
Minimal Random Code Learning: Getting Bits Back from Compressed Model Parameters
Marton Havasi, Robert Peharz, José Miguel Hernández-Lobato
Minimum Divergence vs. Maximum Margin: an Empirical Comparison on Seq2Seq Models
Huan Zhang, Hai Zhao
MisGAN: Learning from Incomplete Data with Generative Adversarial Networks
Steven Cheng-Xian Li, Bo Jiang, Benjamin Marlin
Modeling the Long Term Future in Model-Based Reinforcement Learning
Nan Rosemary Ke, Amanpreet Singh, Ahmed Touati et al.
Modeling Uncertainty with Hedged Instance Embeddings
Seong Joon Oh, Kevin P. Murphy, Jiyan Pan et al.
Model-Predictive Policy Learning with Uncertainty Regularization for Driving in Dense Traffic
Mikael Henaff, Alfredo Canziani, Yann LeCun
Mode Normalization
Lucas Deecke, Iain Murray, Hakan Bilen
Multi-Agent Dual Learning
Yiren Wang, Yingce Xia, Tianyu He et al.
Multi-class classification without multi-class labels
Yen-Chang Hsu, Zhaoyang Lv, Joel Schlosser et al.
Multi-Domain Adversarial Learning
Alice Schoenauer-Sebag, Louise Heinrich, Marc Schoenauer et al.
Multilingual Neural Machine Translation with Knowledge Distillation
Xu Tan, Yi Ren, Di He et al.
Multilingual Neural Machine Translation With Soft Decoupled Encoding
Xinyi Wang, Hieu Pham, Philip Arthur et al.
Multiple-Attribute Text Rewriting
Guillaume Lample, Sandeep Subramanian, Eric Smith et al.
Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering
Rajarshi Das, Shehzaad Dhuliawala, Manzil Zaheer et al.
Music Transformer: Generating Music with Long-Term Structure
Cheng-Zhi Anna Huang, Ashish Vaswani, Jakob Uszkoreit et al.
NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning
Sirui Xie, Junning Huang, Lanxin Lei et al.
Near-Optimal Representation Learning for Hierarchical Reinforcement Learning
Ofir Nachum, Shixiang Gu, Honglak Lee et al.
Neural Graph Evolution: Towards Efficient Automatic Robot Design
Tingwu Wang, Yuhao Zhou, Sanja Fidler et al.