haochenglouis

cores

Learning with Instance-Dependent Label Noise: A Sample Sieve Approach (ICLR2021)

RobustTSF

[ICLR 2024] Official code of RobustTSF

SelfSup_NoisyLabel

ib_cnn

Evaluating Capability of Deep Neural Networks for Image Classification via Information Plane (ECCV2018)

GPT2_alignment_finetune

RLHF finetune GPT2

haochenglouis.github.io

personal website

IR_HW2

Recommendation System

SimCLR

A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"

2021-NeurIPS-NCR

docta

A Doctor for your data

filter-grafting

Filter Grafting for Deep Neural Networks(CVPR 2020)

Pruning-Filter-in-Filter

Pruning Filter in Filter(NeurIPS2020)

Docta.ai_recruiting

We are recruiting people to join us!

docta_demo

video of docta demo

docta_demo_video

video of dicta demo

Getting-Things-Done-with-Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

IR_HW1

Search Engine for Information Retrieval

minChatGPT

A minimum example of aligning language models with RLHF similar to ChatGPT

noisy_label_pretrain