Doraemonzm

Doraemonzm's Stars

• pprp/Awesome-LLM-Prune

  Awesome list for LLM pruning.

  581

• pprp/Awesome-LLM-Quantization

  Awesome list for LLM quantization

  Language:Python11

• runwayml/stable-diffusion

  Latent Text-to-Image Diffusion

  Language:Jupyter Notebook3.7k441

• CompVis/stable-diffusion

  A latent text-to-image diffusion model

  Language:Jupyter Notebook66.3k9.9k

• dbolya/tomesd

  Speed up Stable Diffusion with this one simple trick!

  Language:Python1.2k78

• lkhl/tiny-transformers

  [ECCV 2022] Implementation of the paper "Locality Guidance for Improving Vision Transformers on Tiny Datasets"

  Language:Python737

• facebookresearch/mvit

  Code Release for MViTv2 on Image Recognition.

  Language:Python36540

• LinXueyuanStdio/chatgpt-review-rebuttal-extension

  ChatGPT - Review & Rebuttal: A browser extension for generating reviews and rebuttals, powered by ChatGPT. 利用 ChatGPT 生成审稿意见和回复的浏览器插件

  Language:TypeScript2468

• microsoft/archai

  Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.

  Language:Python46090

• facebookresearch/AlphaNet

  AlphaNet Improved Training of Supernet with Alpha-Divergence

  Language:Python9913

• Sense-X/UniFormer

  [ICLR2022] official implementation of UniFormer

  Language:Python793110

• MingSun-Tse/Efficient-Deep-Learning

  Collection of recent methods on (deep) neural network compression and acceleration.

  911128

• raoyongming/HorNet

  [NeurIPS 2022] HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions

  Language:Python30938

• mowangphy88/TFDMNet

  Learning Convolutional Neural Networks in the Frequency Domain

  Language:Python112

• HikariTJU/LD

  Localization Distillation for Object Detection (CVPR 2022, TPAMI 2023)

  Language:Python34650

• mit-han-lab/tinyengine

  [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory

  Language:C756127

• frgfm/torch-cam

  Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

  Language:Python1.9k192

• HRNet/HRNet-Image-Classification

  Train the HRNet model on ImageNet

  Language:Python951217

• HRNet/HRNet-Semantic-Segmentation

  The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

  Language:Python3.1k681

• developer0hye/SKNet-PyTorch

  Nearly Perfect & Easily Understandable PyTorch Implementation of SKNet

  Language:Python9217

• facebookresearch/moco-v3

  PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057

  Language:Python1.2k151

• epfml/attention-cnn

  Source code for "On the Relationship between Self-Attention and Convolutional Layers"

  Language:Python1.1k128

• VITA-Group/SViTE

  [NeurIPS'21] "Chasing Sparsity in Vision Transformers: An End-to-End Exploration" by Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang

  Language:Python8712

• google-research/rigl

  End-to-end training of sparse deep neural networks with little-to-no performance loss.

  Language:Python31549

• Sara-Ahmed/SiT

  Self-supervised vIsion Transformer (SiT)

  Language:Python32249

• czczup/ViT-Adapter

  [ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions

  Language:Python1.2k129

• DirtyHarryLYL/Transformer-in-Vision

  Recent Transformer-based CV and related works.

  1.3k142

• ziplab/LITv2

  [NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "Fast Vision Transformers with HiLo Attention"

  Language:Python22512

• mit-han-lab/tinyml

  Language:Python717131

• VITA-Group/UVC

  [ICLR 2022] "Unified Vision Transformer Compression" by Shixing Yu*, Tianlong Chen*, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Liu, Zhangyang Wang

  Language:Python443