Lifelong and Continual Learning Dialogue Systems Nov 12, 2022 Continual Learning Lifelong learning
— Unverified STELLA: Continual Audio-Video Pre-training with Spatio-Temporal Localized Alignment Oct 12, 2023 Continual Learning Representation Learning
— Unverified Lifelong Domain Adaptation via Consolidated Internal Distribution Dec 1, 2021 Continual Learning Domain Adaptation
— Unverified Lifelong GAN: Continual Learning for Conditional Image Generation Jul 23, 2019 Conditional Image Generation Continual Learning
— Unverified Lifelong Knowledge-Enriched Social Event Representation Learning Apr 1, 2021 Continual Learning Representation Learning
— Unverified Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition, and Selective Transfer Jul 14, 2020 Continual Learning Lifelong learning
— Unverified Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition and Selective Transfer Jun 12, 2020 Continual Learning Lifelong learning
— Unverified Lifelong Learning via Online Leverage Score Sampling May 16, 2019 Continual Learning Lifelong learning
— Unverified Lifelong Learning Without a Task Oracle Nov 9, 2020 Continual Learning Lifelong learning
— Unverified Lifelong Learning with Sketched Structural Regularization Apr 17, 2021 Continual Learning Lifelong learning
— Unverified Lifelong Machine Learning Potentials Mar 10, 2023 Continual Learning Incremental Learning
— Unverified Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora Oct 16, 2021 Continual Learning Continual Pretraining
— Unverified Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation Oct 15, 2023 Continual Learning Transfer Learning
— Unverified How Do Human Users Teach a Continual Learning Robot in Repeated Interactions? Jun 30, 2023 Continual Learning
Code Code Available Out-of-distribution forgetting: vulnerability of continual learning to intra-class distribution shift Jun 1, 2023 Continual Learning image-classification
Code Code Available Online Lifelong Generalized Zero-Shot Learning Mar 19, 2021 Continual Learning Generalized Zero-Shot Learning
Code Code Available A Survey of Text Classification Under Class Distribution Shift Feb 18, 2025 Articles Continual Learning
Code Code Available Where is the Truth? The Risk of Getting Confounded in a Continual World Feb 9, 2024 Continual Learning valid
Code Code Available Continual Novelty Detection Jun 24, 2021 Continual Learning Novelty Detection
Code Code Available Adjusting Model Size in Continual Gaussian Processes: How Big is Big Enough? Aug 14, 2024 Continual Learning Gaussian Processes
Code Code Available Continual Semi-Supervised Learning through Contrastive Interpolation Consistency Aug 14, 2021 Continual Learning Metric Learning
Code Code Available Human Inspired Progressive Alignment and Comparative Learning for Grounded Word Acquisition Jul 5, 2023 Continual Learning Language Acquisition
Code Code Available Towards stable training of parallel continual learning Jul 11, 2024 Autonomous Vehicles Continual Learning
Code Code Available HINT: Hypernetwork Approach to Training Weight Interval Regions in Continual Learning May 24, 2024 Continual Learning
Code Code Available Overcoming Catastrophic Forgetting by Soft Parameter Pruning Dec 4, 2018 Continual Learning
Code Code Available HyperMask: Adaptive Hypernetwork-based Masks for Continual Learning Sep 29, 2023 Continual Learning
Code Code Available A Survey of Incremental Transfer Learning: Combining Peer-to-Peer Federated Learning and Domain Incremental Learning for Multicenter Collaboration Sep 29, 2023 Continual Learning Federated Learning
Code Code Available A Study of Plasticity Loss in On-Policy Deep Reinforcement Learning May 29, 2024 Continual Learning Deep Reinforcement Learning
Code Code Available Continual Multi-task Gaussian Processes Oct 31, 2019 Bayesian Inference Continual Learning
Code Code Available Continual Learning with Weight Interpolation Apr 5, 2024 Continual Learning
Code Code Available Tuned Compositional Feature Replays for Efficient Stream Learning Apr 6, 2021 Continual Learning Image Classification
Code Code Available Evaluating Online Continual Learning with CALM Apr 7, 2020 Continual Learning Language Modelling
Code Code Available Hierarchically Structured Task-Agnostic Continual Learning Nov 14, 2022 Continual Learning reinforcement-learning
Code Code Available IAP: Improving Continual Learning of Vision-Language Models via Instance-Aware Prompting Mar 26, 2025 class-incremental learning Class Incremental Learning
Code Code Available IBCL: Zero-shot Model Generation for Task Trade-offs in Continual Learning Oct 4, 2023 Continual Learning image-classification
Code Code Available Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual Segmentation Jun 26, 2024 Continual Learning Domain Generalization
Code Code Available ICICLE: Interpretable Class Incremental Continual Learning Mar 14, 2023 class-incremental learning Class Incremental Learning
Code Code Available LoRanPAC: Low-rank Random Features and Pre-trained Models for Bridging Theory and Practice in Continual Learning Oct 1, 2024 Continual Learning
Code Code Available A Study of Biologically Plausible Neural Network: The Role and Interactions of Brain-Inspired Mechanisms in Continual Learning Apr 13, 2023 Continual Learning
Code Code Available Self-training from Self-memory in Data-to-text Generation Jan 19, 2024 Continual Learning Data-to-Text Generation
Code Code Available Overcoming catastrophic forgetting with hard attention to the task Jan 4, 2018 Continual Learning Hard Attention
Code Code Available Learning to Learn without Forgetting using Attention Aug 6, 2024 Continual Learning Meta-Learning
Code Code Available Class-Adaptive Sampling Policy for Efficient Continual Learning Nov 27, 2023 Continual Learning
Code Code Available Addressing The Devastating Effects Of Single-Task Data Poisoning In Exemplar-Free Continual Learning Jul 5, 2025 Continual Learning Data Poisoning
Code Code Available Hierarchically Structured Meta-learning May 13, 2019 Clustering Continual Learning
Code Code Available Hierarchically branched diffusion models leverage dataset structure for class-conditional generation Dec 21, 2022 Continual Learning
Code Code Available IMEX-Reg: Implicit-Explicit Regularization in the Function Space for Continual Learning Apr 28, 2024 Continual Learning Representation Learning
Code Code Available Hessian Aware Low-Rank Perturbation for Order-Robust Continual Learning Nov 26, 2023 Continual Learning
Code Code Available Continual Learning with Strong Experience Replay May 23, 2023 Continual Learning image-classification
Code Code Available Helpful or Harmful: Inter-Task Association in Continual Learning Oct 23, 2022 Class Incremental Learning Continual Learning
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