Ze-Yang
PhD candidate in MICL Lab, NTU, under Prof. Lin Guosheng's supervision.
Nanyang Technological UniversitySingapore
Pinned Repositories
Awesome-Continual-Learning
A curated list of Continual Learning papers and BibTeX entries
Awesome-Incremental-Learning
Awesome Incremental Learning
awesome-ml-privacy-attacks
An awesome list of papers on privacy attacks against machine learning
Context-Transformer
Context-Transformer: Tackling Object Confusion for Few-Shot Detection, AAAI 2020
Efficient-FSOD
The official implementation of Efficient Few-Shot Object Detection via Knowledge Inheritance (TIP 2022)
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn (a fork)
GPU-Monitor
GPU resource monitoring and task management
Lane-Detection-with-ERFNet
Paddle Implementation for 2020 China Hualu Cup Data Lake Algorithm Competition co-hosted with Baidu AI (1st Place for Lane Detection Track) 2020**华录杯·数据湖算法大赛(百度AI协办)—车道线识别赛道
LGKD
[ICCV 2023] Official implementation for "Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point Clouds".
Ze-Yang's Repositories
Ze-Yang/Context-Transformer
Context-Transformer: Tackling Object Confusion for Few-Shot Detection, AAAI 2020
Ze-Yang/Lane-Detection-with-ERFNet
Paddle Implementation for 2020 China Hualu Cup Data Lake Algorithm Competition co-hosted with Baidu AI (1st Place for Lane Detection Track) 2020**华录杯·数据湖算法大赛(百度AI协办)—车道线识别赛道
Ze-Yang/Efficient-FSOD
The official implementation of Efficient Few-Shot Object Detection via Knowledge Inheritance (TIP 2022)
Ze-Yang/LGKD
[ICCV 2023] Official implementation for "Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point Clouds".
Ze-Yang/GPU-Monitor
GPU resource monitoring and task management
Ze-Yang/faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn (a fork)
Ze-Yang/Awesome-Continual-Learning
A curated list of Continual Learning papers and BibTeX entries
Ze-Yang/Awesome-Incremental-Learning
Awesome Incremental Learning
Ze-Yang/awesome-ml-privacy-attacks
An awesome list of papers on privacy attacks against machine learning
Ze-Yang/Bug_Shooting
Ze-Yang/detectron2
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
Ze-Yang/Excel2LaTeX
The Excel add-in for creating LaTeX tables
Ze-Yang/Exclusively-Dark-Image-Dataset
Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.
Ze-Yang/few-shot-object-detection
Implementations of few-shot object detection benchmarks
Ze-Yang/FewShotDetection
(ECCV 2020) PyTorch implementation of paper "Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild"
Ze-Yang/FewX
FewX is an open-source toolbox on top of Detectron2 for data-limited instance-level recognition tasks.
Ze-Yang/Folder-Structure-Conventions
Folder / directory structure options and naming conventions for software projects
Ze-Yang/FSOD-code
Ze-Yang/GlobalProtect-openconnect
A GlobalProtect VPN client (GUI) for Linux, based on OpenConnect and built with Qt5, supports SAML auth mode.
Ze-Yang/pdfdiff
Command-line tool to inspect the difference between (the text in) two PDF files
Ze-Yang/pytorch-meta
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
Ze-Yang/pytorch-OpCounter
Count the MACs / FLOPs of your PyTorch model.
Ze-Yang/pytorch-semseg
Semantic Segmentation Architectures Implemented in PyTorch
Ze-Yang/SDR
PyTorch implementation of: Michieli U. and Zanuttigh P., "Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations", CVPR 2021.
Ze-Yang/torch_sampling
Efficient reservoir sampling implementation for PyTorch