Ziyu Shan

3 papers · 2024–2025 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

AAAI (1) CVPR (1) NeurIPS (1)

Top co-authors

Yujie Zhang (3) Yiling Xu (3) Yating Liu (1) Xiaozhong Xu (1) Qi Yang (1) Jenq-Neng Hwang (1) Yu-Jie Zhang (1) Haichen Yang (1) Shan Liu (1) Yipeng Liu (1)

Research topics

Computer Vision (3) Deep Learning (3) Machine Learning (3) Learning Types · Machine Learning (3) Learning Types · Deep Learning (3) Artificial Intelligence (2) Core AI (2) Core Methods (2) Processing (2) Analysis (1) Domain-Specific (1) Techniques (1)

Keywords

no-reference quality assessment (3) point cloud quality assessment (3) point cloud quality (2) contrastive learning (2) representation learning (2) mutual information minimization (1) no-reference assessment (1) perceptual quality (1) self-supervised pretraining (1) vision-language modeling (1) contrastive pre-training (1) subjective evaluation (1) disentangled representation learning (1) masked autoencoding (1) subjective alignment (1) retrieval-based mapping (1) quality-aware representation (1) multi-view fusion (1) feature disentanglement (1) disentangled representation (1)

Papers

CLIP-PCQA: Exploring Subjective-Aligned Vision-Language Modeling for Point Cloud Quality Assessment AAAI 2025 Contrastive Pre-Training with Multi-View Fusion for No-Reference Point Cloud Quality Assessment CVPR 2024 Learning Disentangled Representations for Perceptual Point Cloud Quality Assessment via Mutual Information Minimization NeurIPS 2024