{"total":51,"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":"2103.17230","title":"Rainbow Memory: Continual Learning with a Memory of Diverse Samples","created":"2021-03-31","cited_by_count":273,"area":null},{"id":"2302.03241","title":"Continual Pre-training of Language Models","created":"2023-02-07","cited_by_count":198,"area":null},{"id":"2305.10120","title":"Selective Amnesia: A Continual Learning Approach to Forgetting in Deep Generative Models","created":"2023-05-17","cited_by_count":177,"area":null},{"id":"2308.04014","title":"Continual Pre-Training of Large Language Models: How to (re)warm your model?","created":"2023-08-08","cited_by_count":137,"area":null},{"id":"2112.02706","title":"Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning","created":"2021-12-05","cited_by_count":91,"area":null},{"id":"2112.10017","title":"Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks","created":"2021-12-18","cited_by_count":81,"area":null},{"id":"2211.02633","title":"A Theoretical Study on Solving Continual Learning","created":"2022-11-04","cited_by_count":80,"area":null},{"id":"2104.07446","title":"Rehearsal revealed: The limits and merits of revisiting samples in continual learning","created":"2021-04-15","cited_by_count":76,"area":null},{"id":"2109.11369","title":"Recent Advances of Continual Learning in Computer Vision: An Overview","created":"2021-09-23","cited_by_count":55,"area":null},{"id":"2110.11323","title":"StyleAlign: Analysis and Applications of Aligned StyleGAN Models","created":"2021-10-21","cited_by_count":48,"area":null},{"id":"2112.03271","title":"Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks","created":"2021-12-06","cited_by_count":46,"area":null},{"id":"2101.04904","title":"EEC: Learning to Encode and Regenerate Images for Continual Learning","created":"2021-01-13","cited_by_count":40,"area":null},{"id":"2210.05549","title":"Continual Training of Language Models for Few-Shot Learning","created":"2022-10-11","cited_by_count":33,"area":null},{"id":"2302.14290","title":"Learning to Retain while Acquiring: Combating Distribution-Shift in Adversarial Data-Free Knowledge Distillation","created":"2023-02-28","cited_by_count":29,"area":"distill"},{"id":"2306.12646","title":"Learnability and Algorithm for Continual Learning","created":"2023-06-22","cited_by_count":28,"area":null},{"id":"2305.14657","title":"Dealing with Cross-Task Class Discrimination in Online Continual Learning","created":"2023-05-24","cited_by_count":24,"area":null},{"id":"2203.09450","title":"Continual Learning Based on OOD Detection and Task Masking","created":"2022-03-17","cited_by_count":21,"area":null},{"id":"2107.04689","title":"Lifelong Teacher-Student Network Learning","created":"2021-07-09","cited_by_count":18,"area":"distill"},{"id":"2104.11939","title":"Piggyback GAN: Efficient Lifelong Learning for Image Conditioned Generation","created":"2021-04-24","cited_by_count":14,"area":null},{"id":"2301.05225","title":"Domain Expansion of Image Generators","created":"2023-01-12","cited_by_count":13,"area":null},{"id":"2108.01644","title":"The Devil is in the GAN: Backdoor Attacks and Defenses in Deep Generative Models","created":"2021-08-03","cited_by_count":12,"area":"safety"},{"id":"2112.10021","title":"Continual Learning with Knowledge Transfer for Sentiment Classification","created":"2021-12-18","cited_by_count":12,"area":null},{"id":"2308.09297","title":"NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning","created":"2023-08-18","cited_by_count":12,"area":null},{"id":"2208.14307","title":"Beyond Supervised Continual Learning: a Review","created":"2022-08-30","cited_by_count":11,"area":null},{"id":"2104.06806","title":"Continual learning in cross-modal retrieval","created":"2021-04-14","cited_by_count":10,"area":null},{"id":"2308.06053","title":"Cost-effective On-device Continual Learning over Memory Hierarchy with Miro","created":"2023-08-11","cited_by_count":10,"area":null},{"id":"2106.03847","title":"GAN Cocktail: mixing GANs without dataset access","created":"2021-06-07","cited_by_count":8,"area":null},{"id":"2209.00243","title":"Less is More: Rethinking State-of-the-art Continual Relation Extraction Models with a Frustratingly Easy but Effective Approach","created":"2022-09-01","cited_by_count":8,"area":null},{"id":"2309.00013","title":"Model Inversion Attack via Dynamic Memory Learning","created":"2023-08-24","cited_by_count":7,"area":null},{"id":"2310.09436","title":"Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks","created":"2023-10-13","cited_by_count":7,"area":null},{"id":"2102.08577","title":"DO-GAN: A Double Oracle Framework for Generative Adversarial Networks","created":"2021-02-17","cited_by_count":6,"area":null},{"id":"2206.13336","title":"Continual Learning of Dynamical Systems with Competitive Federated Reservoir Computing","created":"2022-06-27","cited_by_count":6,"area":null},{"id":"2406.04584","title":"CLoG: Benchmarking Continual Learning of Image Generation Models","created":"2024-06-07","cited_by_count":5,"area":null},{"id":"2410.14749","title":"CFTS-GAN: Continual Few-Shot Teacher Student for Generative Adversarial Networks","created":"2024-10-17","cited_by_count":4,"area":"distill"},{"id":"2201.06418","title":"Lifelong Generative Learning via Knowledge Reconstruction","created":"2022-01-17","cited_by_count":2,"area":null},{"id":"2305.11400","title":"Mode-Aware Continual Learning for Conditional Generative Adversarial Networks","created":"2023-05-19","cited_by_count":2,"area":null},{"id":"2306.07716","title":"Dynamically Masked Discriminator for Generative Adversarial Networks","created":"2023-06-13","cited_by_count":2,"area":null},{"id":"2311.01617","title":"Look-Ahead Selective Plasticity for Continual Learning of Visual Tasks","created":"2023-11-02","cited_by_count":2,"area":null},{"id":"2411.05544","title":"Towards Lifelong Few-Shot Customization of Text-to-Image Diffusion","created":"2024-11-08","cited_by_count":2,"area":"diffusion"},{"id":"2504.03931","title":"NAACL2025 Tutorial: Adaptation of Large Language Models","created":"2025-04-04","cited_by_count":2,"area":null},{"id":"2110.01303","title":"Incremental Class Learning using Variational Autoencoders with Similarity Learning","created":"2021-10-04","cited_by_count":1,"area":null},{"id":"2111.11964","title":"Reviewing continual learning from the perspective of human-level intelligence","created":"2021-11-23","cited_by_count":1,"area":null},{"id":"2103.15486","title":"ClaRe: Practical Class Incremental Learning By Remembering Previous Class Representations","created":"2021-03-29","cited_by_count":0,"area":null},{"id":"2110.07276","title":"Carousel Memory: Rethinking the Design of Episodic Memory for Continual Learning","created":"2021-10-14","cited_by_count":0,"area":null},{"id":"2112.03252","title":"CSG0: Continual Urban Scene Generation with Zero Forgetting","created":"2021-12-06","cited_by_count":0,"area":null},{"id":"2203.13503","title":"Supplemental Material: Lifelong Generative Modelling Using Dynamic Expansion Graph Model","created":"2022-03-25","cited_by_count":0,"area":null},{"id":"2211.14177","title":"Overcoming Catastrophic Forgetting by XAI","created":"2022-11-25","cited_by_count":0,"area":null},{"id":"2305.06448","title":"Continual Facial Expression Recognition: A Benchmark","created":"2023-05-10","cited_by_count":0,"area":null},{"id":"2412.02627","title":"Continual Learning of Personalized Generative Face Models with Experience Replay","created":"2024-12-03","cited_by_count":0,"area":null},{"id":"2510.02631","title":"Deep Generative Continual Learning using Functional LoRA: FunLoRA","created":"2025-10-03","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}