Yuansheng Zhu's repositories
pytorch_influence_functions
This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.
SGL
Self-guiding Loss for Multiple Instance Learning
tapnet
TapNet: Multivariate Time Series Classification withAttentional Prototypical Network
deep_learning_with_noisy_labels_literature
This repo consists of collection of papers and repos on the topic of deep learning by noisy labels / label noise.
mean-teacher
A state-of-the-art semi-supervised method for image recognition
SPL_for_NMT
Self-Paced Learning for Neural Machine Translation (EMNLP 2020)
msgi
ICLR 2020 Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies
AttentionDeepMIL
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
d2l-en
Dive into Deep Learning: an interactive deep learning book with code, math, and discussions, based on the NumPy interface.
PRML_ReadingNotes
Reading Notes for Bishap's book "Pattern Recognition and Machine Learning"
pwc
Papers with code. Sorted by stars. Updated weekly.
pyod
A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
kinetics-i3d
Convolutional neural network model for video classification trained on the Kinetics dataset.
pytorch-resnet3d
I3D Nonlocal ResNets in Pytorch
GCN-Anomaly-Detection
Source codes of our paper in CVPR 2019: Graph Convolutional Label Noise Cleaner: Train a Plug-and-play Action Classifier for Anomaly Detection
PRML
PRML algorithms implemented in Python
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
2017MLSpring_Hung-yi-Lee
Hung-Yi Lee ML 2017 Spring Homework
GradientEpisodicMemory
Continuum Learning with GEM: Gradient Episodic Memory
Pytorch_C3D_Feature_Extractor
Pytorch C3D feature extractor
pytorch-REINFORCE
PyTorch Implementation of REINFORCE for both discrete & continuous control