hanruisong00

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

ShiArthur03

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

CoOp

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

open_clip

An open source implementation of CLIP.

NegLabel

[ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"

UniEnt

PyTorch implementation of our CVPR 2024 paper "Unified Entropy Optimization for Open-Set Test-Time Adaptation"

T-MARS

Code for T-MARS data filtering

NeglectedTailsVLM

This repository houses the code for the paper - "The Neglected of VLMs"

LLM-as-a-blackbox-optimizer

CLAP

[CVPR 2024] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP).

NegLabel

[ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"

DMN

CVPR2024: Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models

ARF

[CVPR 2024] Anchor-based Robust Finetuning of Vision-Language Models

TDA

[CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models.

DeIL

Python code to implement DeIL, a CLIP based approach for open-world few-shot learning.

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.

AMU-Tuning

UEO

ICML-2024 highlight paper "Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization"

opro

official code for "Large Language Models as Optimizers"

UMIX

SpLiCE

Sparse Linear Concept Embeddings

SURE

(CVPR 2024) Pytorch implementation of “SURE: SUrvey REcipes for building reliable and robust deep networks”

RCML

Reliable Conflictive Multi-view Learning

Adversarial-AutoMixup

Official PyTorch(MMCV) implementation of “Adversarial AutoMixup” (ICLR 2024 spotlight)

OpenOOD

Benchmarking Generalized Out-of-Distribution Detection

LoCoOp

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

Awesome-Out-Of-Distribution-Detection

Out-of-distribution detection, robustness, and generalization resources. The repository contains a professionally curated list of papers, tutorials, books, videos, articles and open-source libraries etc

SCALE

[ICLR 2024] Scaling for Training Time and Post-hoc Out-of-distribution Detection Enhancement.

PALM

This is official code repository for "Learning with Mixture of Prototypes for Out-of-Distribution Detection", accepted at ICLR2024