Yaohua Zha

Capybara. Python

dpdmd. [ICML 2026] The offical code of Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

LCM. The code for the paper "LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling" (NeurIPS'24).

splatter-image. Official implementation of `Splatter Image: Ultra-Fast Single-View 3D Reconstruction' CVPR 2024

PointMamba. [NeurIPS 2024] PointMamba: A Simple State Space Model for Point Cloud Analysis

Model-Inversion-Attack-ToolBox. A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.

GIFD_Gradient_Inversion_Attack. [ICCV-2023] Gradient inversion attack, Federated learning, Generative adversarial network.

AAAI24-PointFEMAE. The code for the paper "Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders" (AAAI'24).

DUET. [WWW2023] PyTorch implementation of "DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization".

FF3D.

MUST-GAN. Pytorch implementation of CVPR2021 paper "MUST-GAN: Multi-level Statistics Transfer for Self-driven Person Image Generation"

CNeRF. Pytorch implementation of AAAI2023 Oral paper "Semantic 3D-aware Portrait Synthesis and Manipulation Based on Compositional Neural Radiance Field"

Veri3d. Python

CrossLoc. [CVPR'22] CrossLoc localization: a cross-modal visual representation learning method for absolute localization

SwinGNN. SwinGNN: diffusion model for graph generation

PSG-biased-annotation. Panoptic Scene Graph Biased Annotation

WaterScenes. Official repository for WaterScenes dataset

Awesome-Radar-Camera-Fusion. Radar Camera Fusion in Autonomous Driving

ICL_SSL. [IEEE TNNLS 2022] An official source code for paper Interpolation-based Contrastive Learning for Few-Label Semi-Supervised Learning.

ChatGPT-MBTI. [EMNLP-2023] Official Codes for “Can ChatGPT Assess Human Personalities? A General Evaluation Framework”

Awesome-Skeleton-based-Action-Recognition. A curated paper list of awesome skeleton-based action recognition.

Robot_Navigation_RL. Two paper About robot navigation in dynamic environment

DealMVC. [ACM MM 2023] An official source code for paper "DealMVC: Dual Contrastive Calibration for Multi-view Clustering"

CONVERT. [ACM MM 2023] An official source code for paper "CONVERT: Contrastive Graph Clustering with Reliable Augmentation".

CCGC. [AAAI 2023] An official source code for paper Cluster-guided Contrastive Graph Clustering Network.

ViECap. Transferable Decoding with Visual Entities for Zero-Shot Image Captioning, ICCV 2023

BadHash. The official implementation of BadHash

AdvCLIP. The implementation of our ACM MM 2023 paper "AdvCLIP: Downstream-agnostic Adversarial Examples in Multimodal Contrastive Learning"

AdvEncoder. The implementation of our ICCV 2023 paper "Downstream-agnostic Adversarial Examples"

SigmaCCS. [Communications Chemistry 2023] Highly accurate and large-scale collision cross section prediction with graph neural network for compound identification

NeMF. [ICCV 2023] NeMF: Inverse Volume Rendering with Neural Microflake Field

3D_Semantic_Subspace_Traverser. C++

Math-Reasoning-With-PLMs. EMNLP22: Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem

Data-Copilot. Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow

ScaleVLN. [ICCV 2023 Oral]: Scaling Data Generation in Vision-and-Language Navigation

SIGA. [CVPR2023] Self-supervised Implicit Glyph Attention for Text Recognition

IAGNet. The Pytorch implementation of Grounding 3D Object Affordance from 2D Interactios in Images.

RFN. [TCSVT2022] Industria Scene Text Detection

CCD. [ICCV2023] Self-supervised Character-to-Character Distillation for Text Recognition

Openvino_Yolov5_async. yolov5的openvino模型，带异步推理

SkeletonMAE. SkeletonMAE: Graph-based Masked Autoencoder for Skeleton Sequence Pre-training

CMCIR. [IEEE T-PAMI 2023] Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering

CausalVLR. CausalVLR: A Toolbox and Benchmark for Vision-Language Causal Reasoning (多模态因果推理开源框架)

XNet. [ICCV2023] XNet: Wavelet-Based Low and High Frequency Merging Networks for Semi- and Supervised Semantic Segmentation of Biomedical Images

SPC. [BMVC2023] Spatial and Planar Consistency for Semi-Supervised Volumetric Medical Image Segmentation

VPD. [ICCV 2023] VPD is a framework that leverages the high-level and low-level knowledge of a pre-trained text-to-image diffusion model to downstream visual perception tasks.

UniPC. [NeurIPS 2023] UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models

DTP. [ICCV 2023] Official implement of <Disentangle then Parse: Night-time Semantic Segmentation with Illumination Disentanglement>

FIMVC-VIA. [IEEE TNNLS 2022] Code of "Fast Incomplete Multi-view Clustering with View-independent Anchors"

EOMSC-CA. [AAAI 2022] Code of "Efficient One-pass Multi-view Subspace Clustering with Consensus Anchors"

BACL. Balanced Classification: A Unified Framework for Long-Tailed Object Detection (TMM 2023)

SiT. Official implementation of "Self-slimmed Vision Transformer" (ECCV2022)

HoP. [ICCV 2023] Temporal Enhanced Training of Multi-view 3D Object Detector via Historical Object Prediction

Co-DETR. [ICCV 2023] DETRs with Collaborative Hybrid Assignments Training

RelightHuman.

TF-ICON. [ICCV 2023] "TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition" (Official Implementation)

DiffusionTrack. [AAAI 2024] DiffusionTrack: Diffusion Model For Multi-Object Tracking. DiffusionTrack is the first work to employ the diffusion model for multi-object tracking by formulating it as a generative noise-to-tracking diffusion process.

LoGoNet. [CVPR2023] LoGoNet: Towards Accurate 3D Object Detection with Local-to-Global Cross-Modal Fusion

PBRNet. The code is for PBRnet for action detection

CASE. Accepted by ICCV2023, Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based Approach

CoDT. The implementaion of CoDT on the task of NTU-60+->PKUMMD

C3BN. accepted by ICME2023 oral（CCF B）

PCS. Boosting Single Image Super-Resolution via Partial Channel Shifting.

PRG4SSL-MNAR. "Towards Semi-supervised Learning with Non-random Missing Labels" by Yue Duan (ICCV 2023)

MutexMatch4SSL. "MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization" by Yue Duan (TNNLS)

DS2DP. The official implement of DS2DP [TGRS 2022]

DDS2M. The official implementation of DDS2M [ICCV 2023].

RecommendFlow. A Industrialization recommendation system which can easy to build pipeline between local/hdfs train data and tensorflow2.x model.

FaissSearcher. a common faiss searcher

Variational-Degeneration-to-Structural-Refinement.

LVOS.

Awesome-Nighttime-Enhancement. Collection of recent nighttime enhancement works, including papers, codes, datasets, and metrics.

FogRemoval. [ACCV22] Structure Representation Network and Uncertainty Feedback Learning for Dense Non-Uniform Fog Removal, https://arxiv.org/abs/2210.03061

S-Aware-network. [AAAI23] Estimating Reflectance Layer from A Single Image: Integrating Reflectance Guidance and Shadow/Specular Aware Learning, https://arxiv.org/abs/2211.14751

nighttime_dehaze. [ACMMM2023] "Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution", https://arxiv.org/abs/2308.01738

night-enhancement. [ECCV2022] "Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression", https://arxiv.org/abs/2207.10564

DC-ShadowNet-Hard-and-Soft-Shadow-Removal. [ICCV2021]"DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network", https://arxiv.org/abs/2207.10434

Parameterized-Cost-Volume-for-Stereo-Matching. PCVNet (ICCV2023)

NVDS. ICCV 2023 "Neural Video Depth Stabilizer" (NVDS) & TPAMI 2024 "NVDS+: Towards Efficient and Versatile Neural Stabilizer for Video Depth Estimation" (NVDS+)

VideoDesnowing. [ICCV 2023] Snow Removal in Video: A New Dataset and A Novel Method

MaskedDenoising. [CVPR 2023] Masked Image Training for Generalizable Deep Image Denoising https://arxiv.org/abs/2303.13132

UDR-S2Former_deraining. [ICCV'23] Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks

AAAI2023-PVD. [IJCV] Official Implementation of PVD and PVDAL: http://sk-fun.fun/PVD-AL/

SnowFormer. This is the official implementation code repository of SnowFormer: Scale-aware Transformer via Context Interaction for Single Image Desnowing

DT-ST. Towards Better Stability and Adaptability: Improve Online Self-Training for Model Adaptation in Semantic Segmentation(CVPR-2023)

UAL. The code for ECCV2022 paper: Reliability-Aware Prediction via Uncertainty Learning for Person Image Retrieval

ISR_ICCV2023_Oral. The code for ICCV2023 Oral paper: Identity-Seeking Self-Supervised Representation Learning for Generalizable Person Re-identification

SVFormer. Python

SimDA. [CVPR 2024] SimDA: Simple Diffusion Adapter for Efficient Video Generation

Awesome-Video-Diffusion-Models. [CSUR] A Survey on Video Diffusion Models

VTSNN. Public code for VTSNN: A Virtual Temporal Spiking Neural Network (Fron. Neur.)

ICLR_TINY_SNN. Offical implementation of "When Spiking Neural Networks Meet Temporal Attention Image Decoding And AdaptiveE Spiking Neuron" (ICLR2023)

GAC. Offical implementation of "Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks" (AAAI2024)

ASDA. Python

MG-SCR. [IJCAI-2021] Official Codes for "Multi-Level Graph Encoding with Structural-Collaborative Relation Learning for Skeleton-Based Person Re-Identification"

SGE-LA. [IJCAI-2020] Official Codes for "Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification"

Locality-Awareness-SGE. [TPAMI-2022] Official Codes for "A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-Identification"

SM-SGE. [ACMMM-2021] Official Codes for "SM-SGE: A Self-Supervised Multi-Scale Skeleton Graph Encoding Framework for Person Re-Identification"

TranSG. [CVPR-2023] Official Codes for "TranSG: Transformer-Based Skeleton Graph Prototype Contrastive Learning with Structure-Trajectory Prompted Reconstruction for Person Re-Identification"

SimMC. [IJCAI-2022] Official Codes for "SimMC: Simple Masked Contrastive Learning of Skeleton Representations for Unsupervised Person Re-Identification"

Hi-MPC. [IJCV-2024] Official Codes for "Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-Identification"

VQ-Font. [ICCV 2023] Few shot font generation via transferring similarity guided global and quantization local styles

NvEM. [ACM MM 2021 Oral] Official repo of "Neighbor-view Enhanced Model for Vision and Language Navigation"

VLN-BEVBert. [ICCV 2023] Official repo of "BEVBert: Multimodal Map Pre-training for Language-guided Navigation"

ETPNav. [TPAMI 2024] Official repo of "ETPNav: Evolving Topological Planning for Vision-Language Navigation in Continuous Environments"

ConsistentTeacher. [CVPR2023 Highlight] Consistent-Teacher: Towards Reducing Inconsistent Pseudo-targets in Semi-supervised Object Detection

DeRy. [NeurIPS2022] Deep Model Reassembly

ICCV23-IDPT. The code for the paper "Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models" (ICCV'23).

912_project. 清华大学计算机系考研攻略 Guidance for postgraduate entrance examination in Department of Computer Science and Technology, Tsinghua University