Papers
Learning to Reweight with Deep Interactions
Yang Fan, Yingce Xia, Lijun Wu et al.
Learning To Scale Mixed-Integer Programs
Timo Berthold, Gregor Hendel
Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control
Yu-Wei Chao, Jimei Yang, Weifeng Chen et al.
Learning to Stop: Dynamic Simulation Monte-Carlo Tree Search
Li-Cheng Lan, Ti-Rong Wu, I-Chen Wu et al.
Learning to Truncate Ranked Lists for Information Retrieval
Chen Wu, Ruqing Zhang, Jiafeng Guo et al.
Learning Visual Context for Group Activity Recognition
Hangjie Yuan, Dong Ni
Learning with Group Noise
Qizhou Wang, Jiangchao Yao, Chen Gong et al.
Learning with Retrospection
Xiang Deng, Zhongfei Zhang
Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs
Aria HasanzadeZonuzy, Archana Bura, Dileep Kalathil et al.
Lenient Regret for Multi-Armed Bandits
Nadav Merlis, Shie Mannor
`Less Than One'-Shot Learning: Learning N Classes From M < N Samples
Ilia Sucholutsky, Matthias Schonlau
LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching
Boer Lyu, Lu Chen, Su Zhu et al.
Leveraging on Deep Reinforcement Learning for Autonomous Safe Decision-Making in Highway On-ramp Merging (Student Abstract)
Zine el abidine Kherroubi, Samir Aknine, Rebiha Bacha
Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning
Yongrui Chen, Xinnan Guo, Chaojie Wang et al.
Lexically Constrained Neural Machine Translation with Explicit Alignment Guidance
Guanhua Chen, Yun Chen, Victor O.K. Li
Lifelong and Continual Learning Dialogue Systems: Learning during Conversation
Bing Liu, Sahisnu Mazumder
Lifelong Multi-Agent Path Finding in Large-Scale Warehouses
Jiaoyang Li, Andrew Tinka, Scott Kiesel et al.
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification
Ting Jiang, Deqing Wang, Leilei Sun et al.
Linearly Replaceable Filters for Deep Network Channel Pruning
Donggyu Joo, Eojindl Yi, Sunghyun Baek et al.
Lipschitz Lifelong Reinforcement Learning
Erwan Lecarpentier, David Abel, Kavosh Asadi et al.
Liquid Time-constant Networks
Ramin Hasani, Mathias Lechner, Alexander Amini et al.
LIREx: Augmenting Language Inference with Relevant Explanations
Xinyan Zhao, V.G.Vinod Vydiswaran
Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text Translation
Qianqian Dong, Rong Ye, Mingxuan Wang et al.
Living Without Beth and Craig: Definitions and Interpolants in Description Logics with Nominals and Role Inclusions
Alessandro Artale, Jean Christoph Jung, Andrea Mazzullo et al.
Local Differential Privacy for Bayesian Optimization
Xingyu Zhou, Jian Tan