aailabkaist

Introduction-to-Artificial-Intelligence-Machine-Learning. Apache 2.0 License

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

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

DG. Official repo for Discriminator Guidance.

UDIM. Python

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

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.

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

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

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.

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

DCEVAE. Jupyter Notebook

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

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

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

LCMat. Python

HUPM. Python

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

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

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

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

Implicit-Kernel-Attention. Official PyTorch implementation for Implicit Kernel Attention [AAAI 2021]

FRSKD. Python

Soft-Truncation. Python

librec. LibRec: A Java Library for Recommender Systems, see

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