Mike-YANG-11

Mike-YANG-11's Stars

• zhengli97/PromptKD

  [CVPR 2024] Official PyTorch Code for "PromptKD: Unsupervised Prompt Distillation for Vision-Language Models"

  Language:Python2493

• ShuweiShao/AF-SfMLearner

  [MedIA2022 & ICRA2021] Self-Supervised Monocular Depth and Ego-Motion Estimation in Endoscopy: Appearance Flow to the Rescue

  Language:Python10515

• EdisonLeeeee/Awesome-Masked-Autoencoders

  A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).

  78852

• facebookresearch/dinov2

  PyTorch code and models for the DINOv2 self-supervised learning method.

  Language:Jupyter Notebook9.4k844

• HSG-AIML/GDA

  Code repository for "Parameter Efficient Self-supervised Geospatial Domain Adaptation", CVPR 2024

  Language:Python272

• samar-khanna/ExPLoRA

  Official code repository for paper: "ExPLoRA: Parameter-Efficient Extended Pre-training to Adapt Vision Transformers under Domain Shifts"

  264

• FreedomIntelligence/HuatuoGPT-Vision

  Medical Multimodal LLMs

  Language:Python26022

• tntek/source-free-domain-adaptation

  Language:Python1458

• CapsuleEndoscope/EndoSLAM

  EndoSLAM Dataset and an Unsupervised Monocular Visual Odometry and Depth Estimation Approach for Endoscopic Videos: Endo-SfMLearner

  Language:Python24146

• NVlabs/RADIO

  Official repository for "AM-RADIO: Reduce All Domains Into One"

  Language:Jupyter Notebook84836

• LeapLabTHU/EfficientTrain

  1.5−3.0× lossless training or pre-training speedup. An off-the-shelf, easy-to-implement algorithm for the efficient training of foundation visual backbones.

  Language:Python2139

• naver/unic

  PyTorch code and pretrained weights for the UNIC models.

  Language:Python271

• ESandML/SSL4GIE

  Official code repository for: A Study on Self-Supervised Pretraining for Vision Problems in Gastrointestinal Endoscopy

  Language:Python5

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python57.2k5.8k

• tianyu0207/weakly-polyp

  [MICCAI'22] Contrastive Transformer-based Multiple Instance Learning for Weakly Supervised Polyp Frame Detection.

  Language:Python404

• bfshi/scaling_on_scales

  When do we not need larger vision models?

  Language:Python34211

• Lupin1998/Awesome-MIM

  [Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)

  Language:Python30914

• DepthAnything/Depth-Anything-V2

  [NeurIPS 2024] Depth Anything V2. A More Capable Foundation Model for Monocular Depth Estimation

  Language:Python4.1k356

• cmhungsteve/Awesome-Transformer-Attention

  An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

  4.7k490

• Malitha123/awesome-video-self-supervised-learning

  A curated list of awesome self-supervised learning methods in videos

  1164

• facebookresearch/sscd-copy-detection

  Open source implementation of "A Self-Supervised Descriptor for Image Copy Detection" (SSCD).

  Language:Python26720

• zhaozh10/Awesome-CLIP-in-Medical-Imaging

  A Survey on CLIP in Medical Imaging

  35421

• facebookresearch/maws

  Code and models for the paper "The effectiveness of MAE pre-pretraining for billion-scale pretraining" https://arxiv.org/abs/2303.13496

  Language:Jupyter Notebook824

• WeixiongLin/PMC-CLIP

  The official codes for "PMC-CLIP: Contrastive Language-Image Pre-training using Biomedical Documents"

  Language:Python20712

• PKU-YuanGroup/MoE-LLaVA

  Mixture-of-Experts for Large Vision-Language Models

  Language:Python2k128

• NVlabs/FoundationPose

  [CVPR 2024 Highlight] FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects

  Language:Python1.6k217

• jhairgallardo/awesome-continual-self-supervised-learning

  List of papers that combine self-supervision and continual learning

  611

• uncbiag/Awesome-Foundation-Models

  A curated list of foundation models for vision and language tasks

  87540

• yeerwen/MedCoSS

  CVPR 2024 (Highlight)

  Language:Python1144

• JiazuoYu/MoE-Adapters4CL

  Code for paper "Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters" CVPR2024

  Language:Python16712