CoLeCLIP: Open-Domain Continual Learning via Joint Task Prompt and Vocabulary Learning Mar 15, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Generative Multi-modal Models are Good Class Incremental Learners Jan 1, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning Aug 18, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Continual All-in-One Adverse Weather Removal with Knowledge Replay on a Unified Network Structure Mar 12, 2024 All Continual Learning
Code Code Available 5 Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method Jun 23, 2024 Incremental Learning
Code Code Available 5 PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning Jan 4, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined Classification Oct 21, 2021 Classification Continual Learning
Code Code Available 5 Fair yet Asymptotically Equal Collaborative Learning Jun 9, 2023 Fairness Incremental Learning
Code Code Available 5 Constrained Few-shot Class-incremental Learning Mar 30, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC control Jan 11, 2024 Deep Reinforcement Learning Incremental Learning
Code Code Available 5 A Broad Ensemble Learning System for Drifting Stream Classification Oct 7, 2021 Classification Ensemble Learning
Code Code Available 5 Continual evaluation for lifelong learning: Identifying the stability gap May 26, 2022 Continual Learning Incremental Learning
Code Code Available 5 Continual Learning Based on OOD Detection and Task Masking Mar 17, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 Continual learning of longitudinal health records Dec 22, 2021 Continual Learning Incremental Learning
Code Code Available 5 An Incremental Unified Framework for Small Defect Inspection Dec 14, 2023 Anomaly Detection continual anomaly detection
Code Code Available 5 A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials May 11, 2022 Continual Learning DeepFake Detection
Code Code Available 5 Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models Jun 27, 2024 Continual Learning Incremental Learning
Code Code Available 5 Incremental learning of LSTM framework for sensor fusion in attitude estimation Aug 4, 2021 Incremental Learning Sensor Fusion
Code Code Available 5 A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images Dec 7, 2021 image-classification Image Classification
Code Code Available 5 Continual Learning Using a Kernel-Based Method Over Foundation Models Dec 20, 2024 class-incremental learning Class Incremental 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 F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning Mar 23, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Incremental Object Detection via Meta-Learning Mar 17, 2020 Incremental Learning Knowledge Distillation
Code Code Available 5 A Theoretical Study on Solving Continual Learning Nov 4, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 Co-Transport for Class-Incremental Learning Jul 27, 2021 class-incremental learning Class Incremental Learning
Code Code Available 5 Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference Nov 29, 2022 Continual Learning Incremental Learning
Code Code Available 5 Faster ILOD: Incremental Learning for Object Detectors based on Faster RCNN Mar 9, 2020 Incremental Learning Knowledge Distillation
Code Code Available 5 Federated Class-Incremental Learning with New-Class Augmented Self-Distillation Jan 1, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks Mar 31, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 Essentials for Class Incremental Learning Feb 18, 2021 class-incremental learning Class Incremental Learning
Code Code Available 5 Energy-based Latent Aligner for Incremental Learning Mar 28, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 Exemplar-free Continual Representation Learning via Learnable Drift Compensation Jul 11, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion Nov 22, 2021 Class Incremental Learning Continual Learning
Code Code Available 5 Do Your Best and Get Enough Rest for Continual Learning Mar 24, 2025 Continual Learning Incremental Learning
Code Code Available 5 EFC++: Elastic Feature Consolidation with Prototype Re-balancing for Cold Start Exemplar-free Incremental Learning Mar 13, 2025 class-incremental learning Class Incremental Learning
Code Code Available 5 Brain-inspired replay for continual learning with artificial neural networks Aug 13, 2020 class-incremental learning Class Incremental Learning
Code Code Available 5 Prototype-based Incremental Few-Shot Semantic Segmentation Nov 30, 2020 Few-Shot Semantic Segmentation Incremental Learning
Code Code Available 5 CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning Dec 12, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 End-to-End Incremental Learning Jul 25, 2018 image-classification Image Classification
Code Code Available 5 A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application Oct 22, 2023 Continual Learning Continual Semantic Segmentation
Code Code Available 5 Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-trained Vision Transformers Apr 9, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Enhancing Few-Shot Class-Incremental Learning via Training-Free Bi-Level Modality Calibration Jan 1, 2025 class-incremental learning Class Incremental Learning
Code Code Available 5 Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning Feb 6, 2024 class-incremental learning Class Incremental 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 DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues Sep 18, 2023 Continual Learning Contrastive Learning
Code Code Available 5 Audio-Visual Class-Incremental Learning Aug 21, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning Jan 1, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection Jul 23, 2023 Incremental Learning object-detection
Code Code Available 5 FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning Sep 25, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization Jan 23, 2020 Direct Transfer Person Re-identification Domain Adaptation
Code Code Available 5 