Yifan Liang
4 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Deep Learning
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Core AI · Artificial Intelligence
(2)
Models
(2)
Computer Vision
(1)
Speech & Audio
(1)
Application Areas
(1)
Core AI · Computer Vision
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Synthesis
(1)
Keywords
lip-to-speech synthesis
(2)
self-supervised learning
(1)
flow matching
(1)
efficient computing
(1)
signal-to-noise ratio
(1)
distribution shift
(1)
out-of-distribution detection
(1)
vision-language model
(1)
latent diffusion
(1)
neural vocoder
(1)
shortcut learning
(1)
audio representation
(1)
multi-speaker synthesis
(1)
neural audio codec
(1)
background decoupling
(1)
pseudo-ood supervision
(1)
differentiable digital signal processing
(1)
hierarchical subspace
(1)
phase distance
(1)
magnitude-guided refinement
(1)
Papers
GOMPSNR: Reflourish the Signal-to-Noise Ratio Metric for Audio Generation Tasks
AAAI 2026
SLD-L2S: Hierarchical Subspace Latent Diffusion for High-Fidelity Lip to Speech Synthesis
AAAI 2026
LightL2S: Ultra-Low Complexity Lip-to-Speech Synthesis for Multi-Speaker Scenarios
Interspeech 2025
Overcoming Shortcut Problem in VLM for Robust Out-of-Distribution Detection
CVPR 2025