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conftrace_

continual learning

1,419 papers

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Also known as

CL

Co-occurring keywords · papers mentioning both

catastrophic forgetting (701) knowledge distillation (176) class-incremental learning (132) representation learning (108) domain adaptation (91) neural network (78) incremental learning (74) online learning (72) transfer learning (68) few-shot learning (67)

Papers

NIRANTAR: Continual Learning with New Languages and Domains on Real-world Speech Data Interspeech 2025 One-for-More: Continual Diffusion Model for Anomaly Detection CVPR 2025 One VLM to Keep it Learning: Generation and Balancing for Data-Free Continual Visual Question Answering WACV 2025 On Large Language Model Continual Unlearning ICLR 2025 Online-LoRA: Task-Free Online Continual Learning via Low Rank Adaptation WACV 2025 Online Task-Free Continual Learning via Dynamic Expansionable Memory Distribution CVPR 2025 On the Convergence of Continual Federated Learning Using Incrementally Aggregated Gradients AISTATS 2025 Optimal Protocols for Continual Learning via Statistical Physics and Control Theory ICLR 2025 Optimal Task Order for Continual Learning of Multiple Tasks ICML 2025 Optimizing Lifelong Fine-Tuning for Multiple Tasks via Dataless Distribution Replay COLING 2025 Overcoming Dual Drift for Continual Long-Tailed Visual Question Answering ICCV 2025 Parabolic Continual Learning AISTATS 2025 Parameter-Efficient Fine-Tuning for Low-Resource Text-to-Speech via Cross-Lingual Continual Learning Interspeech 2025 Pareto Continual Learning: Preference-Conditioned Learning and Adaption for Dynamic Stability-Plasticity Trade-off AAAI 2025 PEARL: Input-Agnostic Prompt Enhancement with Negative Feedback Regulation for Class-Incremental Learning AAAI 2025 Perturbation-Restrained Sequential Model Editing ICLR 2025 PLAN: Proactive Low-Rank Allocation for Continual Learning ICCV 2025 Plastic Learning with Deep Fourier Features ICLR 2025 Predicting the Susceptibility of Examples to Catastrophic Forgetting ICML 2025 Progressive Homeostatic and Plastic Prompt Tuning for Audio-Visual Multi-Task Incremental Learning ICCV 2025 Progressive LoRA for Multimodal Continual Instruction Tuning ACL 2025 PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning ICCV 2025 ProtoDepth: Unsupervised Continual Depth Completion with Prototypes CVPR 2025 Prototype antithesis for biological few-shot class-incremental learning ICLR 2025 Prototype Conditioned Generative Replay for Continual Learning in NLP NAACL 2025