Shuning Chang

4 papers · 2022–2023 · 4 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 (10)

Venues

CVPR (1) ECCV (1) ICCV (1) NeurIPS (1)

Top co-authors

Pichao WANG (3) Fan Wang (3) Mike Zheng Shou (3) Rong Jin (2) Ming Lin (2) Ying Shan (1) David Junhao Zhang (1) Yixiao Ge (1) xue wang (1) Hao Luo (1)

Research topics

Deep Learning (3) Machine Learning (2) Application Areas (2) Architectures (2) Techniques (2) Computer Vision (1) Core Methods (1) Learning Types (1) Models (1) Optimization & Theory (1) Processing (1)

Keywords

vision transformer (2) object detection (1) model architecture (1) efficient computing (1) low-rank adaptation (1) model efficiency (1) semantic token (1) flops reduction (1) token sparsification (1) multi-concept customization (1) diffusion model personalization (1) embedding-decomposed lora (1) gradient fusion (1) ensemble network (1) model compression (1) path pruning (1)

Papers

Making Vision Transformers Efficient From a Token Sparsification View CVPR 2023 Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models NeurIPS 2023 Revisiting Vision Transformer from the View of Path Ensemble ICCV 2023 KVT: k-NN Attention for Boosting Vision Transformers ECCV 2022