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Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

OWTTT

[ICCV 2023 Oral] Official repository for “On the Robustness of Open-World Test-Time Training: Self-Training with Dynamic Prototype Expansion”

TorchCAM

CAM', 'ScoreCAM', 'SSCAM', 'ISCAM' 'GradCAM', 'GradCAMpp', 'SmoothGradCAMpp', 'XGradCAM', 'LayerCAM' using by PyTorch.

MCJA

A New Strong and Simple Baseline Method for VI-ReID (Bridging the Gap: Multi-level Cross-modality Joint Alignment for Visible-infrared Person Re-identification)

class_activation_map

PyTorch implementation of "Learning Deep Features for Discriminative Localization"

ODG-CLIP

LoCoOp

[NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning

SSB

TIDA

[NeurIPS 2023] Discover and Align Taxonomic Context Priors for Open-world Semi-Supervised Learning

NCL

Neighborhood Contrastive Learning for Novel Class Discovery, CVPR 2021

ID-like

ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection

CLIPN

ICCV 2023: CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No

CLIP-Adapter

VadCLIP

VadCLIP official Pytorch implementation

CoOp

Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)

classify_by_description_release

iptv

Collection of publicly available IPTV channels from all over the world

SoftTriple

PyTorch Implementation for SoftTriple Loss

FACT

FourLLIE

This is the official pytorch implementation of "FourLLIE: Boosting Low-Light Image Enhancement by Fourier Frequency Information" (ACM MM 2023)

ShrinkMatch

[ICCV 2023] Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning

CDCL

Cross-Dataset Collaborative Learning for Semantic Segmentation in Autonomous Driving

CRB-active-3Ddet

The official PyTorch implementation of "Exploring Active 3D Object Detection from a Generalization Perspective" (ICLR Spotlight 2023).

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.

DiffGuard

[ICCV 2023] The official implementation of paper "DiffGuard: Semantic Mismatch-Guided Out-of-Distribution Detection using Pre-trained Diffusion Models"

FullMatch

Official implementation of FullMatch (CVPR2023)

CoDis

ICCV'2023: Combating Noisy Labels with Sample Selection by Mining High-Discrepancy Examples

large_scale_ood

MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space

CRNP

The code repository of ECCV 2022 paper "Uncertainty-aware Multi-modal Learning via Cross-modal Random Network Prediction"

IOMatch

[ICCV 2023 Oral] IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization