TPAMI 2026 | This repository collects awesome survey, resource, and paper for lifelong learning LLM agents
☆338Oct 1, 2026Updated 2 weeks ago
Alternatives and similar repositories for awesome-lifelong-llm-agent
Users that are interested in awesome-lifelong-llm-agent are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code repo for "LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners"☆99May 30, 2025Updated last year
- [ACM Computing Surveys 2025] This repository collects awesome survey, resource, and paper for Lifelong Learning with Large Language Model…☆168May 30, 2025Updated last year
- [ACL2023] Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference☆24Dec 25, 2023Updated 2 years ago
- [ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"☆64May 9, 2025Updated last year
- This repository collects awesome representative papers and resources for "From Pre-training to Post-training: A Survey on Time Series Fou…☆54Feb 1, 2026Updated 8 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [EMNLP2022] Released code for paper "Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition"☆21Feb 9, 2023Updated 3 years ago
- SCUT神经网络与深度学习的实验和大作业文档☆18Nov 26, 2022Updated 3 years ago
- This is an official pytorch implementation for paper "Temporal-Frequency Co-training for Time Series Semi-supervised Learning" (AAAI-23)…☆14May 17, 2024Updated 2 years ago
- A curated list of Continual Learning papers and BibTeX entries☆204Oct 21, 2024Updated last year
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆607Jan 29, 2026Updated 8 months ago
- Instruction Tuning in Continual Learning paradigm☆84Oct 5, 2026Updated last week
- ☆164Mar 27, 2026Updated 6 months ago
- [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey☆567Dec 23, 2025Updated 9 months ago
- [CVPR 2025] CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answeri…☆62Jun 16, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Official Implementation of MULTI-LANE (Multi Label class incremental learning via summarising pAtch tokeN Embeddings). Published in 3rd C…☆15Feb 20, 2025Updated last year
- This is the official code repository for the paper: Towards General Continuous Memory for Vision-Language Models.☆32Jul 3, 2025Updated last year
- [ACM Computing Survey 2025] Recent Advances of Foundation Language Models-based Continual Learning: A Survey☆27Oct 6, 2025Updated last year
- Code for paper "MoE-Adapters" CVPR2024 and "MoE-Adapters++" TPAMI2025☆281Sep 18, 2025Updated last year
- [ICCV 2023] Prototype Reminiscence and Augmented Asymmetric Knowledge Aggregation for Non-Exemplar Class-Incremental Learning☆30Dec 25, 2024Updated last year
- The official pytorch implementation of our proposed model MISSL (ICDE-24).☆12Dec 8, 2023Updated 2 years ago
- This repository collects awesome survey, resource, and paper for Lifelong Learning for Large Language Models. (Updated Regularly)☆72May 30, 2025Updated last year
- This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆24Jun 9, 2025Updated last year
- [COLM 2025: 1st Workshop on the Application of LLM Explainability to Reasoning and Planning] Latent Chain-of-Thought? Decoding the Depth-…☆23Aug 19, 2026Updated last month
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [CVPR 2026] Reading or Reasoning? Format Decoupled Reinforcement Learning for Document OCR☆19Mar 23, 2026Updated 6 months ago
- ☆11May 16, 2025Updated last year
- Awsome of VLM-CL. Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting☆227Sep 4, 2026Updated last month
- This repository will be posting analytic continual learning series, including Analytic Class-Incremental Learning (ACIL), Gaussian Kernel…☆287Dec 9, 2024Updated last year
- Official implementation of paper "Improving Plasticity in Online Continual Learning via Collaborative Learning"☆19Jun 23, 2024Updated 2 years ago
- A PyTorch implementation of Knowledge Graph Embedding by Normalizing Flows.☆10Nov 22, 2022Updated 3 years ago
- Official repository for Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning on ICCV 20…☆32Oct 26, 2024Updated last year
- Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning☆25Jun 25, 2025Updated last year
- ☆516Jul 28, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Code for NeurIPS 2021 paper "Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning".☆16Oct 18, 2021Updated 5 years ago
- This is a public repository for:☆38Aug 11, 2021Updated 5 years ago
- [ACL'25 Oral] What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective☆75Jun 25, 2025Updated last year
- [ACL'25 Main] Official Implementation of HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Languag…☆56Jun 1, 2026Updated 4 months ago
- This is an official pytorch implementation for paper "Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noi…☆16Nov 3, 2023Updated 2 years ago
- [ACM MM 2022] Patch-based Knowledge Distillation for Lifelong Person Re-Identification☆11Apr 20, 2023Updated 3 years ago
- ☆217Jul 13, 2024Updated 2 years ago