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2022-ijcv-tcl

adamatcher

Code for CVPR2023 paper:Adaptive Assignment for Geometry Aware Local Feature Matching

ape

[ICCV 2023] Code for "Not All Features Matter: Enhancing Few-shot CLIP with Adaptive Prior Refinement"

cafo

[CVPR 2023] Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners

cdcs-fsl

cefpn

CEFPN复现，论文未开源，关于CEFPN的处理是按照论文和自己的理解写的，如有问题欢迎指正

channel_importance_fsl

[ICML 2022] Channel Importance Matters in Few-shot Image Classification

compositional-feature-alignment

Code of Compositional Feature Alignment for Finetuning CLIP and DINOv2

cpp_houjie

侯捷C++课程PPT及代码,动手学起来

cvpr2022-task-discrepancy-maximization-for-fine-grained-few-shot-classification

Official PyTorch Repository of "Task Discrepancy Maximization for Fine-grained Few-Shot Classification" (TDM, CVPR 2022 Oral Paper)

cvpr2023-papers-with-code

CVPR 2023 论文和开源项目合集

easy-few-shot-learning

Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.

eva

EVA Series: Visual Representation Fantasies from BAAI

feature-visualization-umap--t-sne

This repository consists of the feature visualization of VGG-16 deep model by training on CIFAR-10 and MedNIST datasets.

frn

(CVPR 2021) Few-Shot Classification with Feature Map Reconstruction Networks

fsl-global

Few-Shot Learning with Global Class Representations

fsl-mate

FSL-Mate: A collection of resources for few-shot learning (FSL).

glocal

[CVPR 2023] Glocal Energy-based Learning for Few-Shot Open-Set Recognition

gvrt

[ECCV-2022]Grounding Visual Representations with Texts for Domain Generalization

hrem

Learning Semantic Relationship among Instances for Image-Text Matching, CVPR, 2023

isfmf

This a novel probabilistic model that integrates the image shape feature into the PMF with the CNN

kylin-photo-viewer

kylin-recorder

lightglue

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

pats

Code for "PATS: Patch Area Transportation with Subdivision for Local Feature Matching", CVPR 2023

pipnet

PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)

pop

Code for "Learning Orthogonal Prototypes for Generalized Few-shot Semantic Segmentation" [CVPR2023]

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

proto-clip

Code release for Proto-CLIP

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more