Explore live open-source projects and AI models.

PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"

Benchmark for Lifelong learning research

AutoGBT is used for AutoML in a lifelong machine learning setting to classify large volume high cardinality data streams under concept-drift. AutoGBT was developed by a joint team ('autodidact.ai') from Flytxt, Indian Institute of Technology Delhi and CSIR-CEERI as a part of NIPS 2018 AutoML for ... Read more

Pytorch implementations of RL algorithms, focusing on model-based, lifelong, reset-free, and offline algorithms. Official codebase for Reset-Free Lifelong Learning with Skill-Space Planning.

[ICRA 2022] Lifelong Loop Closure Detection

Code for LAMOL: LAnguage MOdeling for Lifelong Language Learning

Tidme uses advanced Incremental Learning concepts to make it your powerful second brain for acquiring lifelong knowledge.

Code repo for "LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners"

TiddlyMemo uses advanced Incremental Learning concepts to make it your powerful second brain for acquiring lifelong knowledge.

[CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.