SHI-Labs/Activity-Recognition

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Created almost 4 years ago
Updated almost 4 years ago

SHI-Labs/Activity-Recognition

SHI-Labs

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OneFormer

OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023

Jupyter Notebook

Versatile-Diffusion

Versatile Diffusion: Text, Images and Variations All in One Diffusion Model, arXiv 2022 / ICCV 2023

Neighborhood-Attention-Transformer

Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022

Prompt-Free-Diffusion

Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models, arxiv 2023 / CVPR 2024

Matting-Anything

Matting Anything Model (MAM), an efficient and versatile framework for estimating the alpha matte of any instance in an image with flexible and interactive visual or linguistic user prompt guidance.

Compact-Transformers

Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)

Cross-Scale-Non-Local-Attention

PyTorch code for our paper "Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining" (CVPR2020).

Pyramid-Attention-Networks

[IJCV] Pyramid Attention Networks for Image Restoration: new SOTA results on multiple image restoration tasks: denoising, demosaicing, compression artifact reduction, super-resolution

NATTEN

Neighborhood Attention Extension. Bringing attention to a neighborhood near you!

Smooth-Diffusion

Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models arXiv 2023 / CVPR 2024

VCoder

VCoder: Versatile Vision Encoders for Multimodal Large Language Models, arXiv 2023 / CVPR 2024

Rethinking-Text-Segmentation

[CVPR 2021] Rethinking Text Segmentation: A Novel Dataset and A Text-Specific Refinement Approach

Agriculture-Vision

[CVPR 2020 & 2021 & 2022 & 2023] Agriculture-Vision Dataset, Prize Challenge and Workshop: A joint effort with many great collaborators to bring Agriculture and Computer Vision/AI communities together to benefit humanity!

Self-Similarity-Grouping

Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification (ICCV 2019, Oral)

FcF-Inpainting

[WACV 2023] Keys to Better Image Inpainting: Structure and Texture Go Hand in Hand

Jupyter Notebook

Decoupled-Classification-Refinement

Revisiting RCNN: On Awakening the Classification Power of Faster RCNN (ECCV 2018)

Convolutional-MLPs

[Preprint] ConvMLP: Hierarchical Convolutional MLPs for Vision, 2021

3D-Point-Cloud-Learning

CuMo

CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts

Forget-Me-Not

Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models, 2023

VMFormer

[Preprint] VMFormer: End-to-End Video Matting with Transformer

Semi-Supervised-Transfer-Learning

[CVPR 2021] Adaptive Consistency Regularization for Semi-Supervised Transfer Learning

Jupyter Notebook

SGL-Retinal-Vessel-Segmentation

[MICCAI 2021] Study Group Learning: Improving Retinal Vessel Segmentation Trained with Noisy Labels: New SOTA on both DRIVE and CHASE_DB1.

Jupyter Notebook

StyleNAT

New flexible and efficient image generation framework that sets new SOTA on FFHQ-256 with FID 2.05, 2022

Unsupervised-Domain-Adaptation-with-Differential-Treatment

[CVPR 2020] Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation

Text2Video-Zero-sd-webui

GFR-DSOD

Improving Object Detection from Scratch via Gated Feature Reuse (BMVC 2019)

SH-GAN

[WACV 2023] Image Completion with Heterogeneously Filtered Spectral Hints

VIM

UltraSR-Arbitrary-Scale-Super-Resolution

[Preprint] UltraSR: Spatial Encoding is a Missing Key for Implicit Image Function-based Arbitrary-Scale Super-Resolution, 2021

Any-Precision-DNNs

Any-Precision Deep Neural Networks (AAAI 2021)

Horizontal-Pyramid-Matching

Horizontal Pyramid Matching for Person Re-identification (AAAI 2019)

Pseudo-IoU-for-Anchor-Free-Object-Detection

Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection

Human-Object-Interaction-Detection

CompFeat-for-Video-Instance-Segmentation

CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation (AAAI 2021)

Diffusion-Driven-Test-Time-Adaptation-via-Synthetic-Domain-Alignment

Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment

OneFormer-Colab

[Colab Demo Code] OneFormer: One Transformer to Rule Universal Image Segmentation.

DiSparse-Multitask-Model-Compression

[CVPR 2022] DiSparse: Disentangled Sparsification for Multitask Model Compression

Jupyter Notebook

Interpretable-Visual-Reasoning

[ICCV 2021] Interpretable Visual Reasoning via Induced Symbolic Space

Mask-Selection-Networks

[CVPR 2021] Youtube-VIS 2021 3rd place, [CVPR 2020] winner DAVIS 2020. Code for mask selection based methods.

Boosted-Dynamic-Networks

Boosted Dynamic Neural Networks, AAAI 2023

Aneurysm-Segmentation-with-Multi-Teacher-Pseudo-Labels