Zi-Xin Wang's repositories
Daily-Paper-Reading
Daily paper reading records
OTTA_ViT_survey
This is an Online Test-time Adaptation (OTTA) benckmark conducted on ViT backbones.
3D_Corruptions_AD
Benchmarking Robustness of 3D Object Detection to Common Corruptions in Autonomous Driving, CVPR 2023
A-Bit-More-Bayesian
Source code of a ICML2021 paper, A Bit More Bayesian: Domain-Invariant Learning with Uncertainty
Awesome-Dataset-Distillation
Awesome Dataset Distillation Papers
awesome-imbalanced-learning
Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库
cutmix-semisup-seg
Semi-supervised semantic segmentation needs strong, varied perturbations
DAFormer
[CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
DexiNed
DexiNed: Dense EXtreme Inception Network for Edge Detection
DiffTPT
【ICCV 2023】Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
gnn-model-explainer
gnn explainer
GSAM
PyTorch repository for ICLR 2022 paper (GSAM) which improves generalization (e.g. +3.8% top-1 accuracy on ImageNet with ViT-B/32)
LDBE
"Domain Adaptive Semantic Segmentation without Source Data" (ACM MM 2021)
ProDA
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)
proxy-a-distance
Proxy A-Distance algorithm for measuring domain disparity in parallel corpora
pytorch-AdaIN
Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]
RIPU
[CVPR 2022 Oral] Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation https://arxiv.org/abs/2111.12940
Series-ly-Mathematical
Crunching the Time Series Math
SurroundOcc
[ICCV 2023] SurroundOcc: Multi-camera 3D Occupancy Prediction for Autonomous Driving
TensorRT
NVIDIA® TensorRT™, an SDK for high-performance deep learning inference, includes a deep learning inference optimizer and runtime that delivers low latency and high throughput for inference applications.
The-Art-of-Linear-Algebra
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
TPVFormer
An academic alternative to Tesla's occupancy network for autonomous driving.
TTA
A repository and benchmark for online test-time adaptation.
TTA-Eval_paper_code
Revisiting Test Time Adaptation Under Online Evaluation