Explore live open-source projects and AI models.

Steven C. Y. Hung, Jia-Hong Lee, Timmy S. T. Wan, Chein-Hung Chen, Yi-Ming Chan and Chu-Song Chen. "Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning" 2019 ACM on International Conference on Multimedia Retrieval

[TMLR] Lightweight Learner for Shared Knowledge Lifelong Learning

[ICLR 2021] "Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning" by Tianlong Chen*, Zhenyu Zhang*, Sijia Liu, Shiyu Chang, Zhangyang Wang

Official implementation of "RODEO: Replay for Online Object Detection", BMVC 2020

Four datasets for continual learning tasks, designed to support incremental and lifelong learning experiments.

[AAAI-2024] Official implementation of "eTag: Class-Incremental Learning via Embedding Distillation and Task-Oriented Generation"

papers of universal user representation learning for recommendation

Code for ICML 2014 paper "Topic Modeling using Topics from Many Domains, Lifelong Learning and Big Data"

Neural Topic Modeling with Continual Lifelong Learning (ICML 2020)

Lifelong Reinforcement Learning codes. Python implementation for the SR-LLRL Algorithm, proposed in our 2021 IEEE SMC Conference Paper "Accelerating lifelong reinforcement learning via reshaping rewards".