aailabkaist

Introduction-to-Artificial-Intelligence-Machine-Learning

Apache 2.0 License

DiffRS

Official PyTorch implementation for Diffusion Rejection Sampling (DiffRS) in ICML 2024.

DG

Official repo for Discriminator Guidance.

LAGMA

(Official) PyTorch implementation for LAGMA: LAtent Goal-guided Multi-Agent Reinforcement Learning (ICML 2024)

EMU

(Official) PyTorch implementation for Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning (EMU) in ICLR 2024.

SAAL

Official PyTorch implementation For Sharpness-Aware Active Learning [ICML 2023]

tdsm

Official PyTorch implementation for Label-Noise Robust Diffusion Models (TDSM) in ICLR 2024.

TIW-DSM

About Official PyTorch implementation for Training Unbiased Diffusion Models From Biased Dataset in ICLR 2024.

UADAL

Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation (UADAL) [NeurIPS 2022]

APP

Official PyTorch implementation for Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior [AAAI 2024]

DCEVAE

FreD

Official PyTorch implementation for Frequency Domain-based Dataset Distillation [NeurIPS 2023]

HUPM

INDM

Official PyTorch implementation for Maximum Likelihood Training of Implicit Nonlinear Diffusion Model (INDM) in NeurIPS 2022.

LADA

Official PyTorch implementation for Look-Ahead Data Acquisition via Augmentation for Deep Active Learning [NeurIPS 2021]

LCMat

NPC

Official PyTorch implementation For "From Noisy Prediction to True Label: Noisy Prediction Calibration via Generative Model" [ICML 2022]

REIC

Official PyTorch implementation for Reward-based Input Construction for Cross-document Relation Extraction (REIC) in ACL 2024.

RENT

Official PyTorch implementation For "Dirichlet-based Per-Sample Weighting by Transition Matrix for Noisy Label Learning" [ICLR 2024]

UDIM

FRSKD

Implicit-Kernel-Attention

Official PyTorch implementation for Implicit Kernel Attention [AAAI 2021]

Network-Text-Analysis-for-10K-Report

Network-Text Analysis for 10K Report

PowerSim

This is a simulation program that computes the voltage of the busbar and the current of the line, and analyzes the loss power and the unbalance rate for a small-scale power system.

Soft-Truncation

CSrankings

A web app for ranking computer science departments according to their research output in selective venues.

librec

LibRec: A Java Library for Recommender Systems, see