mPLUG-Owl: The Powerful Multi-modal Large Language Model Family

[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

Implementation of "YOLOv13: Real-Time Object Detection with Hypergraph-Enhanced Adaptive Visual Perception".

Official PyTorch implementation of Fully Attentional Networks

[ICML 2023] Official PyTorch implementation of Global Context Vision Transformers

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)

Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23

GPT4Vis: What Can GPT-4 Do for Zero-shot Visual Recognition?

Deep Isometric Learning for Visual Recognition (ICML 2020)

Improving Generalization via Scalable Neighborhood Component Analysis

PyTorch reimplementation of the paper "Involution: Inverting the Inherence of Convolution for Visual Recognition" (2D and 3D Involution) [CVPR 2021].

[ICLR 2023 Spotlight] GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation

This repository contains the ViewFool and ImageNet-V proposed by the paper “ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints” (NeurIPS2022).

Deep Understanding of Traffic Scenes for Autonomous Driving

[TMLR] "Adversarial Feature Augmentation and Normalization for Visual Recognition", Tianlong Chen, Yu Cheng, Zhe Gan, Jianfeng Wang, Lijuan Wang, Zhangyang Wang, Jingjing Liu

Implementation for <Orthogonal Over-Parameterized Training> in CVPR'21.

Official Implementation of "Fine-Tuning is Fine, if Calibrated.", NeurIPS 2024

[ICCV W] Contextual Convolutional Neural Networks (https://arxiv.org/pdf/2108.07387.pdf)

Implementation of the paper "SoftHGNN: Soft Hypergraph Neural Networks for General Visual Recognition".