The officical code of 'ChangeViT: Unleashing Plain Vision Transformers for Change Detection'.

[ICML 2024] Official PyTorch implementation of "SLAB: Efficient Transformers with Simplified Linear Attention and Progressive Re-parameterized Batch Normalization"

A General-purpose Task-parallel Programming System using Modern C++

[CVPR 2024] Deformable Convolution v4

(ICML 2024) Spider: A Unified Framework for Context-dependent Concept Segmentation

Official implementation of the prototype TinySeg framework presented in the paper "TinySeg: Model Optimizing Framework for Image Segmentation on Tiny Embedded Systems".

[CVPR 2024] Rewrite the Stars

1.5−3.0× lossless training or pre-training speedup. An off-the-shelf, easy-to-implement algorithm for the efficient training of foundation visual backbones.

YOLOv10: Real-Time End-to-End Object Detection

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

[CVPR 2024 Highlight] Logit Standardization in Knowledge Distillation

This the repo for the paper tiltled "AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation"

94% on CIFAR-10 in 3.29 seconds 💨 96% in 35 seconds

Official implementation of the CVPR 2024 paper ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense Predictions.

Attention-guided Feature Distillation for Semantic Segmentation

CVPR 2024 Highlight: Frequency-Adaptive Dilated Convolution for Semantic Segmentation

Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information

Effortless data labeling with AI support from Segment Anything and other awesome models.

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

Official implementation of SCTNet (AAAI2024)

Official implementation of DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection.

[IMAVIS] Official implementation of "ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation".

Mixed Pseudo Labels for Semi-Supervised Object Detection

[CVPR2024 Highlight]GLEE: General Object Foundation Model for Images and Videos at Scale

[CVPR'24] UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition