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Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: QuickdrawAchievement: Starstruckx3Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: QuickdrawAchievement: Starstruckx3Achievement: Arctic Code Vault Contributor

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Gumpest/README.md

Yuan Zhang is a Ph.D. candidate at CFCS, Peking University, advised by Prof. Shanghang Zhang and Prof. Kuan Cheng. Previously, he received his M.Eng. degree from Peking University and B.Eng. degree from Hohai University. He used to intern at SenseTime Research, Alibaba (DAMO Academy), ByteDance (Seed Foundation Model), and UC Berkeley (BAIR). His major research interests lie within efficient machine learning algorithms, like

  • Efficient AI (KD, Pruning, Quantization, Data Selection, Self-Play)

  • Multimodal Large Language Model

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  1. SparseVLMs SparseVLMs Public

    [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference" and "SparseVLM+: Visual Token Sparsification with Improved Text-Vis…

    Python 266 23

  2. FreeKD FreeKD Public

    [CVPR'24] Official implementation of paper "FreeKD: Knowledge Distillation via Semantic Frequency Prompt".

    Python 50 6

  3. foundation-multimodal-models/ConBench foundation-multimodal-models/ConBench Public

    [NeurIPS'24] Official implementation of paper "Unveiling the Tapestry of Consistency in Large Vision-Language Models".

    Python 39 2

  4. AvatarKD AvatarKD Public

    [ACM MM'23] Official implementation of paper "Avatar Knowledge Distillation: Self-ensemble Teacher Paradigm with Uncertainty".

    Python 14 3

  5. SEED SEED Public

    Official implementation of paper "SEED: Targeted Data Selection by Weighted Independent Set".

    Python 7

  6. YOLOv5-Multibackbone-Compression YOLOv5-Multibackbone-Compression Public

    YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Module(CBAM, DCN), Pruning (EagleEye, Network Slimming), Quanti…

    Python 1k 198