Lifelong Person Re-Identification via Knowledge Refreshing and Consolidation Nov 29, 2022 Continual Learning Lifelong learning
Code Code Available Lightweight Transformers for Clinical Natural Language Processing Feb 9, 2023 Continual Learning Knowledge Distillation
Code Code Available Class-Incremental Grouping Network for Continual Audio-Visual Learning Sep 11, 2023 audio-visual learning class-incremental learning
Code Code Available CNLL: A Semi-supervised Approach For Continual Noisy Label Learning Apr 21, 2022 Continual Learning
Code Code Available LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning Mar 23, 2025 Continual Learning Exemplar-Free
Code Code Available Continual Learning for Blind Image Quality Assessment Feb 19, 2021 Continual Learning Image Quality Assessment
Code Code Available Make Continual Learning Stronger via C-Flat Apr 1, 2024 Continual Learning
Code Code Available MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification Jan 2, 2025 class-incremental learning Class Incremental Learning
Code Code Available Memory-Efficient Semi-Supervised Continual Learning: The World is its Own Replay Buffer Jan 23, 2021 Continual Learning Knowledge Distillation
Code Code Available Memory Replay with Data Compression for Continual Learning Feb 14, 2022 Autonomous Driving class-incremental learning
Code Code Available Class Incremental Learning via Likelihood Ratio Based Task Prediction Sep 26, 2023 class-incremental learning Class Incremental Learning
Code Code Available Class-Incremental Learning with Generative Classifiers Apr 20, 2021 class-incremental learning Class Incremental Learning
Code Code Available A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal Sep 28, 2022 Continual Learning Reinforcement Learning (RL)
Code Code Available Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data Apr 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available Continual Learning in Low-rank Orthogonal Subspaces Oct 22, 2020 Continual Learning
Code Code Available Modeling the Background for Incremental Learning in Semantic Segmentation Feb 3, 2020 Continual Learning Disjoint 10-1
Code Code Available A soft nearest-neighbor framework for continual semi-supervised learning Dec 9, 2022 Continual Learning
Code Code Available Avalanche RL: a Continual Reinforcement Learning Library Feb 28, 2022 Continual Learning OpenAI Gym
Code Code Available ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based Recommendation Jul 23, 2020 Continual Learning Session-Based Recommendations
Code Code Available Multimodal Parameter-Efficient Few-Shot Class Incremental Learning Mar 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available NAPA-VQ: Neighborhood-Aware Prototype Augmentation with Vector Quantization for Continual Learning Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available NERDA-Con: Extending NER models for Continual Learning -- Integrating Distinct Tasks and Updating Distribution Shifts Jun 28, 2022 Continual Learning named-entity-recognition
Code Code Available Continual Learning Based on OOD Detection and Task Masking Mar 17, 2022 class-incremental learning Class Incremental Learning
Code Code Available New Insights on Reducing Abrupt Representation Change in Online Continual Learning Mar 8, 2022 class-incremental learning Class Incremental Learning
Code Code Available NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks Jun 18, 2022 Continual Learning
Code Code Available CLEVA-Compass: A Continual Learning EValuation Assessment Compass to Promote Research Transparency and Comparability Oct 7, 2021 Continual Learning
Code Code Available Continual Domain Adaptation through Pruning-aided Domain-specific Weight Modulation Apr 15, 2023 Continual Learning Domain Adaptation
Code Code Available Continual Learning by Modeling Intra-Class Variation Oct 11, 2022 Continual Learning
Code Code Available CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks Jun 18, 2022 Continual Learning Transfer Learning
Code Code Available Online Continual Learning: A Systematic Literature Review of Approaches, Challenges, and Benchmarks Jan 9, 2025 Continual Learning image-classification
Code Code Available CLIP model is an Efficient Continual Learner Oct 6, 2022 Continual Learning Incremental Learning
Code Code Available Action Flow Matching for Continual Robot Learning Apr 25, 2025 Continual Learning
Code Code Available CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning May 30, 2025 class-incremental learning Class Incremental Learning
Code Code Available CL-MASR: A Continual Learning Benchmark for Multilingual ASR Oct 25, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Avalanche: an End-to-End Library for Continual Learning Apr 1, 2021 class-incremental learning Class Incremental Learning
Code Code Available Online Continuous Generalized Category Discovery Aug 24, 2024 Continual Learning
Code Code Available Continual evaluation for lifelong learning: Identifying the stability gap May 26, 2022 Continual Learning Incremental Learning
Code Code Available CLoG: Benchmarking Continual Learning of Image Generation Models Jun 7, 2024 Benchmarking Continual Learning
Code Code Available Online Task-Free Continual Generative and Discriminative Learning via Dynamic Cluster Memory Jan 1, 2024 Continual Learning Diversity
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 Continual Learning at the Edge: Real-Time Training on Smartphone Devices May 24, 2021 Continual Learning
Code Code Available On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning Oct 12, 2022 Continual Learning
Code Code Available Continual Learning, Fast and Slow Sep 6, 2022 Continual Learning Hippocampus
Code Code Available Optimizing Reusable Knowledge for Continual Learning via Metalearning Jun 9, 2021 Continual Learning
Code Code Available Orthogonal Subspace Learning for Language Model Continual Learning Oct 22, 2023 Continual Learning Language Modeling
Code Code Available CLR: Channel-wise Lightweight Reprogramming for Continual Learning Jul 21, 2023 Continual Learning image-classification
Code Code Available Continual Hippocampus Segmentation with Transformers Apr 17, 2022 Continual Learning Hippocampus
Code Code Available PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation Oct 12, 2020 Anomaly Detection Anomaly Segmentation
Code Code Available Parameter-Level Soft-Masking for Continual Learning Jun 26, 2023 Continual Learning Incremental Learning
Code Code Available Automating Continual Learning Dec 1, 2023 Continual Learning image-classification
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