Pinned Repositories
PyCIL
PyCIL: A Python Toolbox for Class-Incremental Learning
Algorithm-Practice-in-Industry
搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）
Awesome-Few-Shot-Class-Incremental-Learning
Awesome Few-Shot Class-Incremental Learning
Awesome-OOD-Detection
CVPR22-Fact
The code repository for "Forward Compatible Few-Shot Class-Incremental Learning" (CVPR22) in PyTorch.
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
ICLR23-MEMO
The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch
IP-IRM
[NeurIPS 2021] The PyTorch implementation of paper "Self-Supervised Learning Disentangled Group Representation as Feature"
TEEN
The code repository for "Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration" (NeurIPS'23) in PyTorch
CIL_Survey
Class-Incremental Learning: A Survey (TPAMI 2024)
wangkiw's Repositories
wangkiw/TEEN
The code repository for "Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration" (NeurIPS'23) in PyTorch
wangkiw/ICLR23-MEMO
The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch
wangkiw/Awesome-OOD-Detection
wangkiw/Algorithm-Practice-in-Industry
搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）
wangkiw/Awesome-Few-Shot-Class-Incremental-Learning
Awesome Few-Shot Class-Incremental Learning
wangkiw/CVPR22-Fact
The code repository for "Forward Compatible Few-Shot Class-Incremental Learning" (CVPR22) in PyTorch.
wangkiw/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
wangkiw/IP-IRM
[NeurIPS 2021] The PyTorch implementation of paper "Self-Supervised Learning Disentangled Group Representation as Feature"
wangkiw/numpy-ml
Machine learning, in numpy
wangkiw/pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
wangkiw/pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
wangkiw/StableNet
Official repository for CVPR21 paper "Deep Stable Learning for Out-Of-Distribution Generalization".
wangkiw/SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
wangkiw/the-algorithm-ml
Source code for Twitter's Recommendation Algorithm
wangkiw/TML-Group
The code that TML group often uses
wangkiw/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.