Avalanche: an End-to-End Library for Continual Learning Apr 1, 2021 class-incremental learning Class Incremental Learning
Code Code Available Progressive Prompts: Continual Learning for Language Models Jan 29, 2023 Continual Learning
Code Code Available Prompt Pool based Class-Incremental Continual Learning for Dialog State Tracking Nov 17, 2023 Continual Learning dialog state tracking
Code Code Available ProQA: Structural Prompt-based Pre-training for Unified Question Answering May 9, 2022 Continual Learning Few-Shot Learning
Code Code Available CNLL: A Semi-supervised Approach For Continual Noisy Label Learning Apr 21, 2022 Continual Learning
Code Code Available Co^2L: Contrastive Continual Learning Jun 28, 2021 Continual Learning Contrastive Learning
Code Code Available Co2L: Contrastive Continual Learning Jan 1, 2021 Continual Learning Contrastive Learning
Code Code Available ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis Aug 25, 2023 Continual Learning Prognosis
Code Code Available A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix Oct 7, 2020 Continual Learning
Code Code Available CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning Nov 23, 2022 Continual Learning Novel Concepts
Code Code Available CoDeC: Communication-Efficient Decentralized Continual Learning Mar 27, 2023 Continual Learning Federated Learning
Code Code Available CODE-CL: Conceptor-Based Gradient Projection for Deep Continual Learning Nov 21, 2024 Continual Learning Image Classification
Code Code Available Continual Learning for Text Classification with Information Disentanglement Based Regularization Apr 12, 2021 Continual Learning Disentanglement
Code Code Available A Theoretical Study on Solving Continual Learning Nov 4, 2022 class-incremental learning Class Incremental Learning
Code Code Available Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models Jun 27, 2024 Continual Learning Incremental Learning
Code Code Available Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking Dec 28, 2021 Continual Learning Few-Shot Learning
Code Code Available CoLeCLIP: Open-Domain Continual Learning via Joint Task Prompt and Vocabulary Learning Mar 15, 2024 class-incremental learning Class Incremental Learning
Code Code Available Advancing Prompt-Based Methods for Replay-Independent General Continual Learning Mar 2, 2025 Continual Learning
Code Code Available Region-Based Optimization in Continual Learning for Audio Deepfake Detection Dec 16, 2024 Audio Deepfake Detection Continual Learning
Code Code Available Regularizing Second-Order Influences for Continual Learning Apr 20, 2023 Continual Learning
Code Code Available Continual Learning from Demonstration of Robotics Skills Feb 14, 2022 Continual Learning
Code Code Available Continual Learning For On-Device Environmental Sound Classification Jul 15, 2022 Classification Computational Efficiency
Code Code Available Representation Compensation Networks for Continual Semantic Segmentation Mar 10, 2022 Class Incremental Learning Continual Learning
Code Code Available Compacting, Picking and Growing for Unforgetting Continual Learning Oct 15, 2019 Age And Gender Classification Continual Learning
Code Code Available Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation Jul 19, 2021 Continual Learning Continual Semantic Segmentation
Code Code Available Rethinking Few-shot Class-incremental Learning: Learning from Yourself Jul 10, 2024 class-incremental learning Class Incremental Learning
Code Code Available Compositional Language Continual Learning May 1, 2020 Continual Learning Machine Translation
Code Code Available Rethinking Query-based Transformer for Continual Image Segmentation Jul 10, 2025 Continual Learning Image Segmentation
Code Code Available RODEO: Replay for Online Object Detection Aug 14, 2020 Class Incremental Learning Continual Learning
Code Code Available SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models Nov 4, 2024 Continual Learning General Knowledge
Code Code Available Computationally Budgeted Continual Learning: What Does Matter? Mar 20, 2023 Continual Learning GPU
Code Code Available Same State, Different Task: Continual Reinforcement Learning without Interference Jun 5, 2021 Continual Learning reinforcement-learning
Code Code Available Automating Continual Learning Dec 1, 2023 Continual Learning image-classification
Code Code Available Sculpting Subspaces: Constrained Full Fine-Tuning in LLMs for Continual Learning Apr 9, 2025 Continual Learning Decoder
Code Code Available SeiT: Storage-Efficient Vision Training with Tokens Using 1% of Pixel Storage Mar 20, 2023 Continual Learning
Code Code Available Selective Amnesia: A Continual Learning Approach to Forgetting in Deep Generative Models May 17, 2023 Continual Learning
Code Code Available Automatic Recall Machines: Internal Replay, Continual Learning and the Brain Jun 22, 2020 Continual Learning
Code Code Available Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer Mar 29, 2024 class-incremental learning Class Incremental Learning
Code Code Available Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation Oct 13, 2022 Class-Incremental Semantic Segmentation Continual Learning
Code Code Available Conditional Channel Gated Networks for Task-Aware Continual Learning Mar 31, 2020 Continual Learning
Code Code Available AFEC: Active Forgetting of Negative Transfer in Continual Learning Oct 23, 2021 Continual Learning Transfer Learning
Code Code Available SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model Mar 9, 2023 Attribute Continual Learning
Code Code Available PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning Apr 28, 2020 Class Incremental Learning Continual Learning
Code Code Available SparCL: Sparse Continual Learning on the Edge Sep 20, 2022 Continual Learning
Code Code Available Continual Action Assessment via Task-Consistent Score-Discriminative Feature Distribution Modeling Sep 29, 2023 Action Assessment Action Quality Assessment
Code Code Available ConPET: Continual Parameter-Efficient Tuning for Large Language Models Sep 26, 2023 Continual Learning
Code Code Available A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm Oct 18, 2023 Continual Learning Incremental Learning
Code Code Available Continual Learning for Segment Anything Model Adaptation Dec 9, 2024 Continual Learning model
Code Code Available Consistent Prompting for Rehearsal-Free Continual Learning Mar 13, 2024 Continual Learning
Code Code Available Mitigating the Alignment Tax of RLHF Sep 12, 2023 Common Sense Reasoning Continual Learning
Code Code Available 