101 citations · 133 across the 11 of their papers we have counts for
5 papers · 1 filter
iQuery: Instruments as Queries for Audio-Visual Sound Separation
Jiaben Chen, Renrui Zhang, Dongze Lian +3
Current audio-visual separation methods share a standard architecture design where an audio encoder-decoder network is fused with visual encoding features at the encoder bottleneck…
VECtor: A Versatile Event-Centric Benchmark for Multi-Sensor SLAM
Ling Gao, Yuxuan Liang, Jiaqi Yang +4
Event cameras have recently gained in popularity as they hold strong potential to complement regular cameras in situations of high dynamics or challenging illumination. An importan…
Phasic Self-Imitative Reduction for Sparse-Reward Goal-Conditioned Reinforcement Learning
Yunfei Li, Tian Gao, Jiaqi Yang +2
It has been a recent trend to leverage the power of supervised learning (SL) towards more effective reinforcement learning (RL) methods. We propose a novel phasic approach by alter…
Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning
Wei Fu, Chao Yu, Zelai Xu +2
Many advances in cooperative multi-agent reinforcement learning (MARL) are based on two common design principles: value decomposition and parameter sharing. A typical MARL algorith…
Nearly Minimax Algorithms for Linear Bandits with Shared Representation
Jiaqi Yang, Qi Lei, Jason D. Lee +1
We give novel algorithms for multi-task and lifelong linear bandits with shared representation. Specifically, we consider the setting where we play linear bandits with dimensio…