Solve Visual Understanding with Reinforced VLMs

An AI agent that solves Raven's Progressive Matrices

Official PyTorch implementation of "Extract Free Dense Labels from CLIP" (ECCV 22 Oral)

Peekaboo: Text to Image Diffusion Models are Zero-Shot Segmentors

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

Enhanced Transport Distance for Unsupervised Domain Adaptation

An ever-growing playground of notebooks showcasing CLIP's impressive zero-shot capabilities

Repository for the paper `DASO: Distribution-Aware Semantics-Oriented Pseudo-label Imbalanced Semi-Supervised Learning'.

v objective diffusion inference code for PyTorch.

Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations, CVPR 2019 (Oral)

Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation (CVPR 2021)

Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"

A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition

A PyTorch implementation for Unsupervised Domain Adaptation by Backpropagation(DANN), support Office-31 and Office-Home dataset

A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

Official code for the CVPR 2021 paper "FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation"

Semi-supervised Domain Adaptation via Minimax Entropy

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

Python Implementation of Zero Shot Learning Algorithms (ALE, DeViSE, ESZSL, SAE, SJE) under ZSLGBU protocol

Code for our ACMMM2020 paper "Context-aware Feature Generation for Zero-shot Semantic Segmentation".

Zero-Shot Semantic Segmentation

Semantic Projection Network for Zero- and Few-Label Semantic Segmentation (CVPR 2019)

Shared Attention for Multi-label Zero-shot Learning accepted @ CVPR20

Transductive Zero-Shot Learning with Visual Structure Constraint, in NeurIPS 2019

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet…

SimpleAICV:pytorch training and testing examples.

(NeurIPS2019) Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.