105 citations · 249 across the 12 of their papers we have counts for
12 papers
Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation
Chen Liang, Wenguan Wang, Jiaxu Miao +1
Recent advances in semi-supervised semantic segmentation have been heavily reliant on pseudo labeling to compensate for limited labeled data, disregarding the valuable relational k…
Spatial-temporal Graph Based Multi-channel Speaker Verification With Ad-hoc Microphone Arrays
Yijiang Chen, Chengdong Liang, Xiao-Lei Zhang
The performance of speaker verification degrades significantly in adverse acoustic environments with strong reverberation and noise. To address this issue, this paper proposes a sp…
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models
Chen Liang, Wenguan Wang, Jiaxu Miao +1
Prevalent semantic segmentation solutions are, in essence, a dense discriminative classifier of p(class|pixel feature). Though straightforward, this de facto paradigm neglects the…
Visual Abductive Reasoning
Chen Liang, Wenguan Wang, Tianfei Zhou +1
Abductive reasoning seeks the likeliest possible explanation for partial observations. Although abduction is frequently employed in human daily reasoning, it is rarely explored in…
Local-Global Context Aware Transformer for Language-Guided Video Segmentation
Chen Liang, Wenguan Wang, Tianfei Zhou +3
We explore the task of language-guided video segmentation (LVS). Previous algorithms mostly adopt 3D CNNs to learn video representation, struggling to capture long-term context and…
Multi-Channel Far-Field Speaker Verification with Large-Scale Ad-hoc Microphone Arrays
Chengdong Liang, Yijiang Chen, Jiadi Yao +1
Speaker verification based on ad-hoc microphone arrays has the potential of reducing the error significantly in adverse acoustic environments. However, existing approaches extract…