Xihua Sheng

3 papers · 2024–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

AAAI (1) CVPR (1) ICCV (1)

Top co-authors

Shiqi Wang (2) Dong Liu (2) Li Zhang (1) Li Li (1) Jing Wang (1) Tianyu Zhang (1) Chuanbo Tang (1) Peilin Chen (1) Yingwen Zhang (1) Zhuoyuan Li (1)

Research topics

Deep Learning (3) Computer Vision (2) Machine Learning (2) Optimization & Theory · Machine Learning (2) Optimization & Theory · Deep Learning (2) Processing (2) Techniques (2) Computer Science (1) Application Areas (1) Applications (1) Architectures (1) Models (1)

Keywords

information theory (1) model compression (1) motion estimation (1) optical flow (1) optical flow estimation (1) gradient descent optimization (1) diffusion model (1) model generalization (1) adaptive quantization (1) information-theoretic regularizer (1) rate-distortion optimization (1) neural image compression (1) semantic guidance (1) lossy image compression (1) latent entropy (1) deep video compression (1) latent feature optimization (1) generative image compression (1) textual conditioning (1) latent channel (1)

Papers

CADC: Content Adaptive Diffusion-Based Generative Image Compression CVPR 2026 An Information-Theoretic Regularizer for Lossy Neural Image Compression ICCV 2025 Offline and Online Optical Flow Enhancement for Deep Video Compression AAAI 2024