TPAMI 2026 | This repository collects awesome survey, resource, and paper for lifelong learning LLM agents
☆319Feb 5, 2026Updated 5 months 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"☆94May 30, 2025Updated last year
- [ACL2024] A Codebase for Incremental Learning with Large Language Models; Official released code for "Learn or Recall? Revisiting Increme…☆62Feb 1, 2025Updated last year
- [ACM Computing Surveys 2025] This repository collects awesome survey, resource, and paper for Lifelong Learning with Large Language Model…☆164May 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"☆62May 9, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This repository collects awesome representative papers and resources for "From Pre-training to Post-training: A Survey on Time Series Fou…☆49Feb 1, 2026Updated 5 months ago
- [EMNLP2022] Released code for paper "Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition"☆22Feb 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
- A curated list of Continual Learning papers and BibTeX entries☆205Oct 21, 2024Updated last year
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆593Jan 29, 2026Updated 6 months ago
- ☆11Jul 4, 2024Updated 2 years ago
- Instruction Tuning in Continual Learning paradigm☆80Feb 5, 2025Updated last year
- ☆161Mar 27, 2026Updated 4 months ago
- [CVPR 2025] CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answeri…☆60Jun 16, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey☆554Dec 23, 2025Updated 7 months ago
- 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.☆31Jul 3, 2025Updated last year
- Code for paper "MoE-Adapters" CVPR2024 and "MoE-Adapters++" TPAMI2025☆277Sep 18, 2025Updated 10 months ago
- [ICCV 2023] Prototype Reminiscence and Augmented Asymmetric Knowledge Aggregation for Non-Exemplar Class-Incremental Learning☆30Dec 25, 2024Updated last year
- This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆22Jun 9, 2025Updated last year
- The official pytorch implementation of our proposed model MISSL (ICDE-24).☆13Dec 8, 2023Updated 2 years ago
- [COLM 2025: 1st Workshop on the Application of LLM Explainability to Reasoning and Planning] Latent Chain-of-Thought? Decoding the Depth-…☆20Oct 4, 2025Updated 9 months ago
- This repository collects awesome survey, resource, and paper for Lifelong Learning for Large Language Models. (Updated Regularly)☆73May 30, 2025Updated last year
- 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☆17Mar 23, 2026Updated 4 months ago
- ☆10May 16, 2025Updated last year
- Awsome of VLM-CL. Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting☆211Updated this week
- 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
- A PyTorch implementation of Knowledge Graph Embedding by Normalizing Flows.☆10Nov 22, 2022Updated 3 years ago
- Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning☆25Jun 25, 2025Updated last year
- ☆504Jul 28, 2025Updated last year
- Code for NeurIPS 2021 paper "Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning".☆16Oct 18, 2021Updated 4 years ago
- ☆30Nov 4, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This is a public repository for:☆38Aug 11, 2021Updated 4 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
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆101Jan 24, 2024Updated 2 years ago
- [ACL'25 Main] Official Implementation of HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Languag…☆55Jun 1, 2026Updated last month
- 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
- ☆211Jul 13, 2024Updated 2 years ago