61 citations · 125 across the 16 of their papers we have counts for
6 papers · 1 filter
DialogueTRM: Exploring the Intra- and Inter-Modal Emotional Behaviors in the Conversation
Yuzhao Mao, Qi Sun, Guang Liu +4
Emotion Recognition in Conversations (ERC) is essential for building empathetic human-machine systems. Existing studies on ERC primarily focus on summarizing the context informatio…
A Partial Regularization Method for Network Compression
E Zhenqian, Gao Weiguo
Deep Neural Networks have achieved remarkable success relying on the developing availability of GPUs and large-scale datasets with increasing network depth and width. However, due…
Vectorized Hankel Lift: A Convex Approach for Blind Super-Resolution of Point Sources
Jinchi Chen, Weiguo Gao, Sihan Mao +1
We consider the problem of resolving point sources from samples at the low end of the spectrum when point spread functions (PSFs) are not known. Assuming that the spectrum…
Triangularized Orthogonalization-free Method for Solving Extreme Eigenvalue Problems
Weiguo Gao, Yingzhou Li, Bichen Lu
A novel orthogonalization-free method together with two specific algorithms are proposed to solve extreme eigenvalue problems. On top of gradient-based algorithms, the proposed alg…
Hierarchical Context Enhanced Multi-Domain Dialogue System for Multi-domain Task Completion
Jingyuan Yang, Guang Liu, Yuzhao Mao +5
Task 1 of the DSTC8-track1 challenge aims to develop an end-to-end multi-domain dialogue system to accomplish complex users' goals under tourist information desk settings. This pap…
An Improving Framework of regularization for Network Compression
E Zhenqian, Gao Weiguo
Deep Neural Networks have achieved remarkable success relying on the developing high computation capability of GPUs and large-scale datasets with increasing network depth and width…