douxiaotian

Adaptive-Regularization-Neural-Network

[NeurIPS'19] [PyTorch] Adaptive Regularization in NN

Awesome-Coreset-Selection

Awesome coreset/core-set/subset/sample selection works.

CausalDiscoveryToolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

ClinicalTransformerRelationExtraction

A project for developing transformer-based models for clinical relation extraction

ConSERT

Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer

CROssBAR

Comprehensive Resource of Biomedical Relations with Deep Learning Applications and Knowledge Graph Representations

CVPR-2019-Paper-Statistics

Statistics and Visualization of acceptance rate, main keyword of CVPR 2019 accepted papers for the main Computer Vision conference (CVPR)

CVPR2020_PADS

Code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning" (CVPR 2020)

dataset-distillation

Dataset Distillation

macro_ML

Course Website on Macroeconomic Analysis with Machine Learning and Big Data

douxiaotian/Awesome-Coreset-Selection

Awesome coreset/core-set/subset/sample selection works.

douxiaotian/weaksup-subset-selection

Subset selection / data pruning for weak supervision

douxiaotian/awesome-causality-algorithms

An index of algorithms for learning causality with data

douxiaotian/clinsent

Estimate sentiment in clinical notes via keywords or deep learning models

douxiaotian/CloverBot

Pitt Challenge hackthon Project

douxiaotian/CompBioDatasetsForMachineLearning

A Curated List of Computational Biology Datasets Suitable for Machine Learning

douxiaotian/cords

Reduce end to end training time from days to hours (or hours to minutes), and energy requirements/costs by an order of magnitude using coresets and data selection.

douxiaotian/Coreset_LIMU

A lite BERT-like representation model for IMU sensor data

douxiaotian/Deep-Transfer-Learning-Package-Release-Sep2022

deep transfer learning, DANN, model-based transfer learning

douxiaotian/DeepCore

Code for coreset selection methods

douxiaotian/dl-for-har

Official GitHub page of the best-paper award publication "Improving Deep Learning for HAR with shallow LSTMs" presented at the International Symposium on Wearable Computers 21' (ISWC 21')

douxiaotian/haystack

Discovering causal transcription factors from single-cell RNA-seq data

douxiaotian/InfoOT

InfoOT: Information Maximizing Optimal Transport

douxiaotian/introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

douxiaotian/leap

LEAP is a tool for discovering latent temporal causal relations with gradient-based neural network.

douxiaotian/learnopencv

Learn OpenCV : C++ and Python Examples

douxiaotian/lspin

yale tabular biomedical data

douxiaotian/M2REMAP

douxiaotian/MultiBench

[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning

douxiaotian/NeuralLaplace

Neural Laplace: Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.

douxiaotian/Personal_LLM_Agents_Survey

Paper list for Personal LLM Agents

douxiaotian/PowerBERT

Code for paper: Detecting Cyber Attacks in Smart Grid Systems with Massive Unlabeled Sensing Data

douxiaotian/RAG

douxiaotian/RealChar

🎙️🤖Create, Customize and Talk to your AI Character/Companion in Realtime(All in One Codebase!). Have a natural seamless conversation with AI everywhere(mobile, web and terminal) using LLM OpenAI GPT3.5/4, Anthropic Claude2, Chroma Vector DB, Whisper Speech2Text, ElevenLabs Text2Speech🎙️🤖

douxiaotian/run

润学全球官方指定GITHUB，整理润学宗旨、纲领、理论和各类润之实例；解决为什么润，润去哪里，怎么润三大问题； 并成为新**人的核心宗教，核心信念。

douxiaotian/sas-data-efficient-contrastive-learning

douxiaotian/SCALEX

Online single-cell data integration through projecting heterogeneous datasets into a common cell-embedding space

douxiaotian/screentocode

just try

douxiaotian/submodlib

Summarize Massive Datasets using Submodular Optimization

douxiaotian/underwatergps