Continual Learning on Dynamic Graphs via Parameter Isolation May 23, 2023 Continual Learning Graph Learning
Code Code Available 5 CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One Jul 13, 2022 Continual Learning Open-Ended Question Answering
Code Code Available 5 Dataset Condensation with Contrastive Signals Feb 7, 2022 Attribute Continual Learning
Code Code Available 5 DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues Sep 18, 2023 Continual Learning Contrastive Learning
Code Code Available 5 Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning Nov 29, 2023 Continual Learning Continual Self-Supervised Learning
Code Code Available 5 Continual Prompt Tuning for Dialog State Tracking Mar 13, 2022 Continual Learning dialog state tracking
Code Code Available 5 Continual Sequence Generation with Adaptive Compositional Modules Mar 20, 2022 Continual Learning Transfer Learning
Code Code Available 5 Continual Predictive Learning from Videos Apr 12, 2022 Continual Learning Prediction
Code Code Available 5 CF-KAN: Kolmogorov-Arnold Network-based Collaborative Filtering to Mitigate Catastrophic Forgetting in Recommender Systems Aug 25, 2024 Collaborative Filtering Continual Learning
Code Code Available 5 Continual Pre-Training Mitigates Forgetting in Language and Vision May 19, 2022 Continual Learning Continual Pretraining
Code Code Available 5 Fine-tuned Language Models are Continual Learners May 24, 2022 Continual Learning
Code Code Available 5 Continual Normalization: Rethinking Batch Normalization for Online Continual Learning Mar 30, 2022 Continual Learning
Code Code Available 5 Can LLMs Alleviate Catastrophic Forgetting in Graph Continual Learning? A Systematic Study May 24, 2025 Continual Learning
Code Code Available 5 Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism May 6, 2022 Continual Learning Diversity
Code Code Available 5 Chameleon: A MatMul-Free Temporal Convolutional Network Accelerator for End-to-End Few-Shot and Continual Learning from Sequential Data May 30, 2025 Continual Learning Few-Shot Learning
Code Code Available 5 Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and Data Oct 8, 2023 Action Recognition Continual Learning
Code Code Available 5 AIR: Analytic Imbalance Rectifier for Continual Learning Aug 19, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Carousel Memory: Rethinking the Design of Episodic Memory for Continual Learning Oct 14, 2021 Continual Learning Management
Code Code Available 5 Continual Multimodal Knowledge Graph Construction May 15, 2023 Continual Learning graph construction
Code Code Available 5 Continual Offline Reinforcement Learning via Diffusion-based Dual Generative Replay Apr 16, 2024 Continual Learning reinforcement-learning
Code Code Available 5 Model Zoo: A Growing "Brain" That Learns Continually Jun 6, 2021 Continual Learning Learning Theory
Code Code Available 5 A unifying framework for generalised Bayesian online learning in non-stationary environments Nov 15, 2024 Continual Learning Multi-Armed Bandits
Code Code Available 5 Continual learning with hypernetworks Jun 3, 2019 Continual Learning Transfer Learning
Code Code Available 5 Building a Scalable and Interpretable Bayesian Deep Learning Framework for Quality Control of Free Form Surfaces Apr 7, 1994 Active Learning Benchmarking
Code Code Available 5 BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach Sep 19, 2022 Bilevel Optimization Continual Learning
Code Code Available 5 Batch-level Experience Replay with Review for Continual Learning Jul 11, 2020 Continual Learning
Code Code Available 5 Bayesian continual learning and forgetting in neural networks Apr 18, 2025 Bayesian Inference Continual Learning
Code Code Available 5 Continual Named Entity Recognition without Catastrophic Forgetting Oct 23, 2023 Continual Learning Continual Named Entity Recognition
Code Code Available 5 Carpe Diem: On the Evaluation of World Knowledge in Lifelong Language Models Nov 14, 2023 Continual Learning Question Answering
Code Code Available 5 CBA: Improving Online Continual Learning via Continual Bias Adaptor Aug 14, 2023 Continual Learning
Code Code Available 5 CaT: Balanced Continual Graph Learning with Graph Condensation Sep 18, 2023 Continual Learning Graph Learning
Code Code Available 5 Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph Classification Mar 22, 2021 Continual Learning General Classification
Code Code Available 5 C-COMA: A CONTINUAL REINFORCEMENT LEARNING MODEL FOR DYNAMIC MULTIAGENT ENVIRONMENTS Apr 5, 2021 Continual Learning Multi-agent Reinforcement Learning
Code Code Available 5 CCL: Continual Contrastive Learning for LiDAR Place Recognition Mar 24, 2023 Autonomous Driving Continual Learning
Code Code Available 5 Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams Sep 2, 2020 class-incremental learning Class Incremental Learning
Code Code Available 5 Continual Reinforcement Learning with Multi-Timescale Replay Apr 16, 2020 Continual Learning continuous-control
Code Code Available 5 CP-Prompt: Composition-Based Cross-modal Prompting for Domain-Incremental Continual Learning Jul 22, 2024 Continual Learning Incremental Learning
Code Code Available 5 BeGin: Extensive Benchmark Scenarios and An Easy-to-use Framework for Graph Continual Learning Nov 26, 2022 Continual Learning
Code Code Available 5 CLAD: A realistic Continual Learning benchmark for Autonomous Driving Oct 7, 2022 Autonomous Driving Continual Learning
Code Code Available 5 Class-Incremental Grouping Network for Continual Audio-Visual Learning Sep 11, 2023 audio-visual learning class-incremental learning
Code Code Available 5 Continual World: A Robotic Benchmark For Continual Reinforcement Learning May 23, 2021 Continual Learning reinforcement-learning
Code Code Available 5 Continuous Coordination As a Realistic Scenario for Lifelong Learning Mar 4, 2021 Continual Learning Deep Reinforcement Learning
Code Code Available 5 Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision Jan 1, 2023 Continual Learning Incremental Learning
Code Code Available 5 Continuum: Simple Management of Complex Continual Learning Scenarios Feb 11, 2021 Continual Learning Management
Code Code Available 5 Achieving a Better Stability-Plasticity Trade-off via Auxiliary Networks in Continual Learning Mar 16, 2023 Continual Learning
Code Code Available 5 Cost-effective On-device Continual Learning over Memory Hierarchy with Miro Aug 11, 2023 Continual Learning Edge-computing
Code Code Available 5 Class-Incremental Learning with Generative Classifiers Apr 20, 2021 class-incremental learning Class Incremental Learning
Code Code Available 5 Class Incremental Learning via Likelihood Ratio Based Task Prediction Sep 26, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Adapter Learning in Pretrained Feature Extractor for Continual Learning of Diseases Apr 18, 2023 Continual Learning
Code Code Available 5 Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Dec 20, 2024 Continual Learning Intrusion Detection
Code Code Available 5 