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@ziplab Zhuang Intelligent Processing Lab

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    24 repositories

    • ziplab.github.io

      Public
      This is the website project for Zhuang Intelligent Processing Lab
      JavaScript
      •
      MIT License
      •45k•1•0•0•Updated Dec 6, 2024Dec 6, 2024

    • ZipAR

      Public
      This is the official PyTorch implementation of "ZipAR: Accelerating Autoregressive Image Generation through Spatial Locality"
      Python
      •2•0•0•0•Updated Dec 6, 2024Dec 6, 2024

    • LongVLM

      Public
      Python
      •6•75•7•1•Updated Jul 30, 2024Jul 30, 2024

    • ZipLLM

      Public
      0•1•0•0•Updated Jun 27, 2024Jun 27, 2024

    • mvsplat

      Public
      🌊[arXiv'24] MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-View Images
      Python
      •
      Other
      •42•0•0•0•Updated Mar 25, 2024Mar 25, 2024

    • PTQD

      Public
      The official implementation of PTQD: Accurate Post-Training Quantization for Diffusion Models
      Jupyter Notebook
      •5•90•8•0•Updated Mar 12, 2024Mar 12, 2024

    • QLLM

      Public
      [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models"
      Python
      •
      Apache License 2.0
      •1•21•2•0•Updated Mar 12, 2024Mar 12, 2024

    • MPVSS

      Public
      Python
      •
      Other
      •1•25•2•0•Updated Feb 29, 2024Feb 29, 2024

    • SN-Netv2

      Public
      [ECCV 2024] This is the official implementation of "Stitched ViTs are Flexible Vision Backbones".
      Python
      •
      Apache License 2.0
      •1•24•0•0•Updated Jan 23, 2024Jan 23, 2024

    • SPViT

      Public
      [TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.
      model-compressionnetwork-pruningvision-transformer
      Python
      •
      Apache License 2.0
      •14•110•2•0•Updated Dec 30, 2023Dec 30, 2023

    • Stitched_LLaMA

      Public
      [CVPR 2024] A framework to fine-tune LLaMAs on instruction-following task and get many Stitched LLaMAs with customized number of parameters, e.g., Stitched LLaMA 8B, 9B, and 10B...
      0•7•1•0•Updated Dec 1, 2023Dec 1, 2023

    • LITv2

      Public
      [NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "Fast Vision Transformers with HiLo Attention"
      detectionclassificationsegmentationvision-transformerpytorch
      Python
      •
      Apache License 2.0
      •15•259•3•0•Updated Nov 17, 2023Nov 17, 2023

    • SPT

      Public
      [ICCV 2023 oral] This is the official repository for our paper: ''Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning''.
      adaptertransfer-learninglorapeftprompt-tuningparameter-efficient-fine-tuning
      Python
      •
      MIT License
      •2•65•6•0•Updated Sep 24, 2023Sep 24, 2023

    • efficient-stable-diffusion

      Public
      0•16•0•0•Updated Sep 12, 2023Sep 12, 2023

    • SN-Net

      Public
      [CVPR 2023 Highlight] This is the official implementation of "Stitchable Neural Networks".
      Python
      •
      Apache License 2.0
      •11•245•0•0•Updated Mar 28, 2023Mar 28, 2023

    • FASeg

      Public
      [CVPR 2023] This is the official PyTorch implementation for "Dynamic Focus-aware Positional Queries for Semantic Segmentation".
      semantic-segmentationpositional-encodingdetr
      Python
      •
      Other
      •3•57•1•0•Updated Mar 4, 2023Mar 4, 2023

    • EcoFormer

      Public
      [NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"
      classificationvision-transformerefficient-transformersneurips-2022pytorch
      Python
      •
      Apache License 2.0
      •1•69•0•0•Updated Nov 15, 2022Nov 15, 2022

    • STPT

      Public
      0•3•0•0•Updated Jul 22, 2022Jul 22, 2022

    • LIT

      Public
      [AAAI 2022] This is the official PyTorch implementation of "Less is More: Pay Less Attention in Vision Transformers"
      transformersimage-recognitionmlps
      Python
      •
      Apache License 2.0
      •10•93•0•0•Updated Jun 19, 2022Jun 19, 2022

    • HVT

      Public
      [ICCV 2021] Official implementation of "Scalable Vision Transformers with Hierarchical Pooling"
      transformerspytorch
      Python
      •
      Apache License 2.0
      •5•31•0•0•Updated Dec 30, 2021Dec 30, 2021

    • Mesa

      Public
      This is the official PyTorch implementation for "Mesa: A Memory-saving Training Framework for Transformers".
      Python
      •
      Apache License 2.0
      •8•118•1•0•Updated Dec 12, 2021Dec 12, 2021

    • SAQ

      Public
      This is the official PyTorch implementation for "Sharpness-aware Quantization for Deep Neural Networks".
      Python
      •
      Apache License 2.0
      •7•40•4•0•Updated Nov 25, 2021Nov 25, 2021

    • QTool

      Public
      Collections of model quantization algorithms. Any issues, please contact Peng Chen ([email protected])
      Python
      •
      Other
      •16•68•5•0•Updated Oct 7, 2021Oct 7, 2021

    • One-shot-Human-Parsing

      Public
      (AAAI 2021) Progressive One-shot Human Parsing
      Python
      •
      Apache License 2.0
      •8•0•0•0•Updated Jun 23, 2021Jun 23, 2021