YP Liu's starred repositories
Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
Awesome_Prompting_Papers_in_Computer_Vision
A curated list of prompt-based paper in computer vision and vision-language learning.
Awesome-Hyperbolic-Representation-and-Deep-Learning
Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
Knowledge-Distillation-Zoo
Pytorch implementation of various Knowledge Distillation (KD) methods.
mmpretrain
OpenMMLab Pre-training Toolbox and Benchmark
awesome-anomaly-detection
A curated list of awesome anomaly detection resources
awesome-segment-anything
Tracking and collecting papers/projects/others related to Segment Anything.
awesome-semi-supervised-learning
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
Awesome-Realistic-Semi-Supervised-Learning
An awesome paper list of Semi-Supervised Learning under realistic settings.
Advances-in-Label-Noise-Learning
A curated (most recent) list of resources for Learning with Noisy Labels
awesome-curriculum-learning
some bravo or inspiring research works on the topic of curriculum learning
hyperbolic_representation_learning
The repository for Hyperbolic Representation Learning for Computer Vision, ECCV 2022
Awesome-Hyperbolic-NeuralNetworks
Papers and Codes for the deep learning in hyperbolic space
DenoisingDiffusionProbabilityModel-ddpm-
This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.
stable-diffusion
A latent text-to-image diffusion model
Single_Object_Tracking_Paper_List
Paper list for single object tracking (State-of-the-art SOT trackers)
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
awesome-human-pose-estimation
Human Pose Estimation Related Publication
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
Open-World-Tracking
Official code for "Opening up Open World Tracking" (CVPR 2022)
awesome_OpenSetRecognition_list
A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition
Awesome-Meta-Learning
A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.