SPACE: Structured Compression and Sharing of Representational Space for Continual Learning Jan 23, 2020 Continual Learning
Code Code Available Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for FCL Mar 23, 2025 Continual Learning Federated Learning
Code Code Available DRILL: Dynamic Representations for Imbalanced Lifelong Learning May 18, 2021 Continual Learning Lifelong learning
Code Code Available Structured Ensembles: an Approach to Reduce the Memory Footprint of Ensemble Methods May 6, 2021 Continual Learning Diversity
Code Code Available Memory Storyboard: Leveraging Temporal Segmentation for Streaming Self-Supervised Learning from Egocentric Videos Jan 21, 2025 Continual Learning Contrastive Learning
Code Code Available An Ultra-Low Power Wearable BMI System with Continual Learning Capabilities Sep 16, 2024 Continual Learning EEG
Code Code Available Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion Dec 18, 2019 Continual Learning Diversity
Code Code Available Continual Dialogue State Tracking via Example-Guided Question Answering May 23, 2023 Continual Learning Dialogue State Tracking
Code Code Available Double Mixture: Towards Continual Event Detection from Speech Apr 20, 2024 Continual Learning Disentanglement
Code Code Available An NMF-Based Building Block for Interpretable Neural Networks With Continual Learning Nov 20, 2023 Continual Learning
Code Code Available Subspace Distillation for Continual Learning Jul 31, 2023 Continual Learning Knowledge Distillation
Code Code Available Meta Continual Learning via Dynamic Programming Aug 5, 2020 Continual Learning
Code Code Available Beyond Freezing: Sparse Tuning Enhances Plasticity in Continual Learning with Pre-Trained Models May 26, 2025 Continual Learning
Code Code Available Meta-Learning for Natural Language Understanding under Continual Learning Framework Nov 3, 2020 Continual Learning Meta-Learning
Code Code Available Meta-Learning Representations for Continual Learning May 29, 2019 Continual Learning Meta-Learning
Code Code Available Behaviour Distillation Jun 21, 2024 Continual Learning continuous-control
Code Code Available Domain-Agnostic Neural Architecture for Class Incremental Continual Learning in Document Processing Platform Jul 11, 2023 Continual Learning Mixture-of-Experts
Code Code Available Bayesian Ensembling: Insights from Online Optimization and Empirical Bayes May 21, 2025 Continual Learning Ensemble Learning
Code Code Available Meta Networks Mar 2, 2017 Continual Learning Meta-Learning
Code Code Available Continual Deep Reinforcement Learning with Task-Agnostic Policy Distillation Nov 25, 2024 Continual Learning Deep Reinforcement Learning
Code Code Available Supervised Learning with Evolving Tasks and Performance Guarantees Jan 9, 2025 Continual Learning Multi-Task Learning
Code Code Available Does RoBERTa Perform Better than BERT in Continual Learning: An Attention Sink Perspective Oct 8, 2024 Continual Learning Diversity
Code Code Available An Intentional Forgetting-Driven Self-Healing Method For Deep Reinforcement Learning Systems Aug 23, 2023 Continual Learning Deep Reinforcement Learning
Code Code Available Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees Oct 24, 2023 Continual Learning Incremental Learning
Code Code Available Divide and not forget: Ensemble of selectively trained experts in Continual Learning Jan 18, 2024 class-incremental learning Class Incremental Learning
Code Code Available Rehearsal-Free Modular and Compositional Continual Learning for Language Models Mar 31, 2024 Continual Learning Transfer Learning
Code Code Available Rehearsal-Free Online Continual Learning for Automatic Speech Recognition Jun 19, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation Jan 14, 2025 Active Learning class-incremental learning
Code Code Available Dissecting Catastrophic Forgetting in Continual Learning by Deep Visualization Jan 6, 2020 Continual Learning
Code Code Available Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning May 22, 2023 Continual Learning Meta-Learning
Code Code Available Disentangling and Mitigating the Impact of Task Similarity for Continual Learning May 30, 2024 Continual Learning Permuted-MNIST
Code Code Available Rehearsal with Auxiliary-Informed Sampling for Audio Deepfake Detection May 30, 2025 Audio Deepfake Detection Continual Learning
Code Code Available UER: A Heuristic Bias Addressing Approach for Online Continual Learning Sep 8, 2023 Continual Learning
Code Code Available Reinforced Continual Learning May 31, 2018 Continual Learning General Classification
Code Code Available Reinforced Continual Learning for Graphs Sep 4, 2022 class-incremental learning Class Incremental Learning
Code Code Available Uncertainty-based Continual Learning with Adaptive Regularization May 28, 2019 Continual Learning Reinforcement Learning
Code Code Available SWE-Bench-CL: Continual Learning for Coding Agents Jun 13, 2025 Code Generation Continual Learning
Code Code Available Regularizing with Pseudo-Negatives for Continual Self-Supervised Learning Jun 8, 2023 Continual Learning Continual Self-Supervised Learning
Code Code Available Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning May 22, 2024 class-incremental learning Class Incremental Learning
Code Code Available Continual Contrastive Learning for Image Classification Jul 5, 2021 Classification Continual Learning
Code Code Available Bayesian Continual Learning via Spiking Neural Networks Aug 29, 2022 Continual Learning Management
Code Code Available Remember Past, Anticipate Future: Learning Continual Multimodal Misinformation Detectors Jul 8, 2025 Articles Continual Learning
Code Code Available Continual Audio-Visual Sound Separation Nov 5, 2024 Continual Learning Semantic Similarity
Code Code Available Continual and Multi-Task Architecture Search Jun 12, 2019 Continual Learning General Classification
Code Code Available SYNERgy between SYNaptic consolidation and Experience Replay for general continual learning Jun 8, 2022 Continual Learning
Code Code Available Infinite dSprites for Disentangled Continual Learning: Separating Memory Edits from Generalization Dec 27, 2023 Classification Continual Learning
Code Code Available Mixture-of-Variational-Experts for Continual Learning Oct 25, 2021 Continual Learning Domain-IL Continual Learning
Code Code Available IBCL: Zero-shot Model Generation for Task Trade-offs in Continual Learning May 24, 2023 Continual Learning image-classification
Code Code Available MM-Prompt: Cross-Modal Prompt Tuning for Continual Visual Question Answering May 26, 2025 Continual Learning Question Answering
Code Code Available Discrete Key-Value Bottleneck Jul 22, 2022 class-incremental learning Class Incremental Learning
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