PL's repositories

alphafold2

To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

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CVPR2021_VSPW_Implement

A pytorch implementation of the CVPR2021 paper "VSPW: A Large-scale Dataset for Video Scene Parsing in the Wild"

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DataPoisoning_FL

Code for Data Poisoning Attacks Against Federated Learning Systems

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DatasetFactorization

PyTorch implementation of paper "Dataset Distillation via Factorization" in NeurIPS 2022.

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DenseCLIP

DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting

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DiGress

code for the paper "DiGress: Discrete Denoising diffusion for graph generation"

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Dsig

Deep Structured Instance Graph for Distilling Object Detectors (ICCV 2021)

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DSP

Official implementation of "DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation"

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FedGen

Code and data accompanying the FedGen paper

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gansformer

Generative Adversarial Transformers

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GCond

[ICLR'22] [KDD'22] Implementation of "Graph Condensation for Graph Neural Networks"

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metapoison

Craft poisoned data using MetaPoison

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MOON

Model-Contrastive Federated Learning (CVPR 2021)

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MuHDi

Official PyTorch implementation of "Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation"

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Multi-Modal-CelebA-HQ-Dataset

[CVPR 2021] A large-scale face image dataset that allows text-to-image-generation, text-guided image manipulation, sketch-to-image generation, GANs for face generation and editing, image caption, and VQA.

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multiple-attention

The code of multi-attention deepfake detection

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Pixel-Level-Cycle-Association

Pytorch Implementation for NeurIPS (oral) paper: Pixel Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation

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ProDA

Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)

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ROS

Rotation-based Open Set

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StyleCLIP

Official Implementation for "StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery" (ICCV 2021 Oral)

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Swin-Transformer-Semantic-Segmentation

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.

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track2_aicity_2021

This repo is developed for Strong Baseline For Vehicle Re-Identification in Track 2 Ai-City-2021 Challenges

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transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

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Unsupervised-Domain-Adaptation-with-Differential-Treatment

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

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