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KaigeLi's Projects

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Official Implementation of Harnessing Perceptual Adversarial Patches for Crowd Counting (ACM CCS)

adversarial-attacks icon adversarial-attacks

Code for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"

ccm icon ccm

[ECCV2020] Content-Consistent Matching for Domain Adaptive Semantic Segmentation

clip-count icon clip-count

[ACM MM23] CLIP-Count: Towards Text-Guided Zero-Shot Object Counting

clip_dinoiser icon clip_dinoiser

Official implementation of 'CLIP-DINOiser: Teaching CLIP a few DINO tricks' paper.

csfcn icon csfcn

Real-time Semantic Segmentation

daformer icon daformer

[CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation

dginstyle icon dginstyle

DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control

dsrl icon dsrl

Implementation of CVPR 2020 Dual Super-Resolution Learning for Semantic Segmentation

ebad icon ebad

Code repository for Ensemble-based Blackbox Attacks on Dense Prediction (EBAD), CVPR 2023

finetune-anything icon finetune-anything

Fine-tuning SAMs for class-aware computer vision tasks in specific scenarios

gen-efficientnet-pytorch icon gen-efficientnet-pytorch

Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS

git icon git

Official Implementation of "GiT: Towards Generalist Vision Transformer through Universal Language Interface"

lama icon lama

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

lbam_pytorch icon lbam_pytorch

Pytorch re-implementation of Paper: Image Inpainting with Learnable Bidirectional Attention Maps (ICCV 2019)

lsd-seg icon lsd-seg

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

map icon map

Boosting Adversarial Transferability of Black-Box Attack

mic icon mic

Official Implementation of MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation

patchattacktool icon patchattacktool

Repository for patch attacks against autonomous driving vision tasks.

rtv-in-python icon rtv-in-python

Relative Total Variation(a method for structure extraction from texture)

sanet icon sanet

Real-Time Semantic Segmentation of Street Scenes

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