{"total":54,"rows":[{"id":"2302.00487","title":"A Comprehensive Survey of Continual Learning: Theory, Method and Application","created":"2023-01-31","cited_by_count":872,"area":null},{"id":"2302.03648","title":"Class-Incremental Learning: A Survey","created":"2023-02-07","cited_by_count":209,"area":null},{"id":"2303.07338","title":"Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need","created":"2023-03-13","cited_by_count":184,"area":null},{"id":"2307.09218","title":"A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning","created":"2023-07-16","cited_by_count":69,"area":null},{"id":"2303.06937","title":"TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation","created":"2023-03-13","cited_by_count":65,"area":null},{"id":"2309.07117","title":"PILOT: A Pre-Trained Model-Based Continual Learning Toolbox","created":"2023-09-13","cited_by_count":64,"area":null},{"id":"2303.11165","title":"Computationally Budgeted Continual Learning: What Does Matter?","created":"2023-03-20","cited_by_count":61,"area":null},{"id":"2304.04408","title":"PCR: Proxy-based Contrastive Replay for Online Class-Incremental Continual Learning","created":"2023-04-10","cited_by_count":52,"area":null},{"id":"2303.14042","title":"Class-Incremental Exemplar Compression for Class-Incremental Learning","created":"2023-03-24","cited_by_count":50,"area":null},{"id":"2312.05229","title":"Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration","created":"2023-12-08","cited_by_count":46,"area":null},{"id":"2306.00988","title":"Continual Learning for Abdominal Multi-Organ and Tumor Segmentation","created":"2023-06-01","cited_by_count":43,"area":null},{"id":"2304.05015","title":"Continual Semantic Segmentation with Automatic Memory Sample Selection","created":"2023-04-11","cited_by_count":39,"area":null},{"id":"2312.10549","title":"Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy","created":"2023-12-16","cited_by_count":24,"area":null},{"id":"2410.20346","title":"Historical Test-time Prompt Tuning for Vision Foundation Models","created":"2024-10-27","cited_by_count":22,"area":null},{"id":"2302.00162","title":"Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans","created":"2023-02-01","cited_by_count":21,"area":null},{"id":"2308.03374","title":"Heterogeneous Forgetting Compensation for Class-Incremental Learning","created":"2023-08-07","cited_by_count":15,"area":null},{"id":"2308.01746","title":"Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants","created":"2023-08-03","cited_by_count":14,"area":null},{"id":"2310.16115","title":"Wakening Past Concepts without Past Data: Class-Incremental Learning from Online Placebos","created":"2023-10-24","cited_by_count":14,"area":null},{"id":"2505.11883","title":"MINGLE: Mixture of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging","created":"2025-05-17","cited_by_count":14,"area":null},{"id":"2509.16738","title":"Mixture of Noise for Pre-Trained Model-Based Class-Incremental Learning","created":"2025-09-20","cited_by_count":14,"area":null},{"id":"2308.13236","title":"Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory","created":"2023-08-25","cited_by_count":11,"area":null},{"id":"2407.09271","title":"iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning","created":"2024-07-12","cited_by_count":10,"area":null},{"id":"2407.04687","title":"Embracing Massive Medical Data","created":"2024-07-05","cited_by_count":9,"area":null},{"id":"2412.08929","title":"CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning","created":"2024-12-12","cited_by_count":9,"area":null},{"id":"2308.14831","title":"Continual Learning with Dynamic Sparse Training: Exploring Algorithms for Effective Model Updates","created":"2023-08-28","cited_by_count":8,"area":null},{"id":"2407.14029","title":"PASS++: A Dual Bias Reduction Framework for Non-Exemplar Class-Incremental Learning","created":"2024-07-19","cited_by_count":8,"area":null},{"id":"2502.07560","title":"Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning","created":"2025-02-11","cited_by_count":8,"area":null},{"id":"2509.21413","title":"Null-Space Filtering for Data-Free Continual Model Merging: Preserving Stability, Promoting Plasticity","created":"2025-09-25","cited_by_count":8,"area":null},{"id":"2407.06045","title":"OpenCIL: Benchmarking Out-of-Distribution Detection in Class-Incremental Learning","created":"2024-07-08","cited_by_count":7,"area":null},{"id":"2305.10868","title":"Advancing Incremental Few-shot Semantic Segmentation via Semantic-guided Relation Alignment and Adaptation","created":"2023-05-18","cited_by_count":6,"area":null},{"id":"2403.13522","title":"REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning","created":"2024-03-20","cited_by_count":6,"area":null},{"id":"2309.04081","title":"UER: A Heuristic Bias Addressing Approach for Online Continual Learning","created":"2023-09-08","cited_by_count":5,"area":null},{"id":"2403.18266","title":"Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning","created":"2024-03-27","cited_by_count":4,"area":null},{"id":"2308.06926","title":"OpenGCD: Assisting Open World Recognition with Generalized Category Discovery","created":"2023-08-14","cited_by_count":3,"area":null},{"id":"2308.15059","title":"OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams","created":"2023-08-29","cited_by_count":3,"area":null},{"id":"2502.17920","title":"C-LoRA: Continual Low-Rank Adaptation for Pre-trained Visual Models","created":"2025-02-25","cited_by_count":3,"area":null},{"id":"2304.06971","title":"Preserving Locality in Vision Transformers for Class Incremental Learning","created":"2023-04-14","cited_by_count":2,"area":null},{"id":"2309.15038","title":"HPCR: Holistic Proxy-based Contrastive Replay for Online Continual Learning","created":"2023-09-26","cited_by_count":2,"area":null},{"id":"2403.06288","title":"Probing Image Compression For Class-Incremental Learning","created":"2024-03-10","cited_by_count":2,"area":null},{"id":"2404.07507","title":"Learning to Classify New Foods Incrementally Via Compressed Exemplars","created":"2024-04-11","cited_by_count":2,"area":null},{"id":"2603.06852","title":"Active View Selection with Perturbed Gaussian Ensemble for Tomographic Reconstruction","created":"2026-03-06","cited_by_count":2,"area":null},{"id":"2403.11070","title":"Controllable Relation Disentanglement for Few-Shot Class-Incremental Learning","created":"2024-03-17","cited_by_count":1,"area":null},{"id":"2405.08533","title":"Dynamic Feature Learning and Matching for Class-Incremental Learning","created":"2024-05-14","cited_by_count":1,"area":null},{"id":"2504.08412","title":"Boosting the Class-Incremental Learning in 3D Point Clouds via Zero-Collection-Cost Basic Shape Pre-Training","created":"2025-04-11","cited_by_count":1,"area":null},{"id":"2403.16221","title":"Exemplar-Free Class Incremental Learning via Incremental Representation","created":"2024-03-24","cited_by_count":0,"area":null},{"id":"2502.14762","title":"Unlocking [CLS] Features for Continual Post-Training","created":"2025-02-20","cited_by_count":0,"area":null},{"id":"2504.08422","title":"CMIP-CIL: A Cross-Modal Benchmark for Image-Point Class Incremental Learning","created":"2025-04-11","cited_by_count":0,"area":null},{"id":"2506.10489","title":"Class-Incremental Learning for Honey Botanical Origin Classification with Hyperspectral Images: A Study with Continual Backpropagation","created":"2025-06-12","cited_by_count":0,"area":null},{"id":"2509.21898","title":"Closing the Oracle Gap: Increment Vector Transformation for Class Incremental Learning","created":"2025-09-26","cited_by_count":0,"area":null},{"id":"2511.09088","title":"Improving Sustainability of Adversarial Examples in Class-Incremental Learning","created":"2025-11-12","cited_by_count":0,"area":null},{"id":"2606.09960","title":"HydraCIL: Decoupled Class-Incremental Learning through Prototype-Guided Multi-Head Classifiers","created":"2026-06-08","cited_by_count":0,"area":null},{"id":"2607.15094","title":"AlphaWiSE: Adaptive Weight Interpolation for Continual Multimodal Representation Learning","created":"2026-07-16","cited_by_count":0,"area":null},{"id":"2607.17593","title":"Miles: Metric Learning with Expandable Subspace for Pre-Trained Model-Based Class-Incremental Learning","created":"2026-07-20","cited_by_count":0,"area":null},{"id":"2608.01184","title":"SAFE-Merge: Data-Free Continual Model Merging with General Knowledge Preservation","created":"2026-08-02","cited_by_count":0,"area":null}],"next_cursor":null}