Welcome to AudioCIL, the toolbox for audio class-incremental learning with the most implemented methods.

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

[AAAI2023] Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task (Oral)

Python package for multi-view machine learning

📑 A list of awesome learning-based multi-view stereo papers

LAVIS - A One-stop Library for Language-Vision Intelligence

Official repository for the A-OKVQA dataset

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.

Long-Term Evolution Project of Reinforcement Learning

clash-for-linux

Continual Forgetting for Pre-trained Vision Models (CVPR 2024)

[MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation

Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models

Code for paper "Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters" CVPR2024

Continual Learning of Large Language Models: A Comprehensive Survey

Demonstrations generation and training scripts for fly-craft.

An efficient goal-conditioned reinforcement learning environment for fixed-wing UAV velocity vector control based on Gymnasium.

Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop

[CVPR 2024 Highlight] Logit Standardization in Knowledge Distillation

The Continual Learning in Multimodality Benchmark

[ICLR 2024] - Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning