18 citations · 24 across the 5 of their papers we have counts for
6 papers
Triangular Character Animation Sampling with Motion, Emotion, and Relation
Yizhou Zhao, Liang Qiu, Wensi Ai +2
Dramatic progress has been made in animating individual characters. However, we still lack automatic control over activities between characters, especially those involving interact…
STAR: Sparse Transformer-based Action Recognition
Feng Shi, Chonghan Lee, Liang Qiu +6
The cognitive system for human action and behavior has evolved into a deep learning regime, and especially the advent of Graph Convolution Networks has transformed the field in rec…
Weighted Entropy Modification for Soft Actor-Critic
Yizhou Zhao, Song-Chun Zhu
We generalize the existing principle of the maximum Shannon entropy in reinforcement learning (RL) to weighted entropy by characterizing the state-action pairs with some qualitativ…
Vertical-Horizontal Structured Attention for Generating Music with Chords
Yizhou Zhao, Liang Qiu, Wensi Ai +2
In this paper, we propose a lightweight music-generating model based on variational autoencoder (VAE) with structured attention. Generating music is different from generating text…
Structured Attention for Unsupervised Dialogue Structure Induction
Liang Qiu, Yizhou Zhao, Weiyan Shi +5
Inducing a meaningful structural representation from one or a set of dialogues is a crucial but challenging task in computational linguistics. Advancement made in this area is crit…
Joint Mind Modeling for Explanation Generation in Complex Human-Robot Collaborative Tasks
Xiaofeng Gao, Ran Gong, Yizhou Zhao +3
Human collaborators can effectively communicate with their partners to finish a common task by inferring each other's mental states (e.g., goals, beliefs, and desires). Such mind-a…