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— Unverified 0DDFAD: Dataset Distillation Framework for Audio Data Jul 15, 2024 Continual Learning Dataset Distillation
— Unverified 0Debugging using Orthogonal Gradient Descent Jun 17, 2022 Continual Learning
— Unverified 0Decentralised Emergence of Robust and Adaptive Linguistic Conventions in Populations of Autonomous Agents Grounded in Continuous Worlds Jan 16, 2024 Continual Learning
— Unverified 0Federated Continual Learning for Socially Aware Robotics Jan 14, 2022 Continual Learning Federated Learning
— Unverified 0DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes May 29, 2023 Acoustic Scene Classification Continual Learning
— Unverified 0Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering Jan 1, 2023 Continual Learning Language Modelling
— Unverified 0Deep evolving semi-supervised anomaly detection Dec 1, 2024 Anomaly Detection Continual Learning
— Unverified 0Deep Generative Dual Memory Network for Continual Learning Oct 28, 2017 Continual Learning Hippocampus
— Unverified 0TEGEE: Task dEfinition Guided Expert Ensembling for Generalizable and Few-shot Learning Mar 7, 2024 Continual Learning Definition Extraction
— Unverified 0Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments Sep 25, 2019 blind source separation Classification
— Unverified 0Deep learning via message passing algorithms based on belief propagation Oct 27, 2021 Continual Learning Deep Learning
— Unverified 0Deep Lidar-guided Image Deblurring Dec 10, 2024 Continual Learning Deblurring
— Unverified 0Deep Stacked Stochastic Configuration Networks for Lifelong Learning of Non-Stationary Data Streams Aug 7, 2018 Continual Learning Lifelong learning
— Unverified 0Fuzzy Tiling Activations: A Simple Approach to Learning Sparse Representations Online Nov 19, 2019 Continual Learning continuous-control
— Unverified 0Deep Transfer Learning for Industrial Automation: A Review and Discussion of New Techniques for Data-Driven Machine Learning Dec 6, 2020 Continual Learning Transfer Learning
— Unverified 0Defeating Catastrophic Forgetting via Enhanced Orthogonal Weights Modification Nov 19, 2021 Continual Learning
— Unverified 0Delta: A Cloud-assisted Data Enrichment Framework for On-Device Continual Learning Oct 24, 2024 Continual Learning
— Unverified 0Dendritic Self-Organizing Maps for Continual Learning Oct 18, 2021 Continual Learning Split-CIFAR-10
— Unverified 0Densely Distilling Cumulative Knowledge for Continual Learning May 16, 2024 All Continual Learning
— Unverified 0Design and Evaluation for Robust Continual Learning Sep 29, 2021 Continual Learning Experimental Design
— Unverified 0Designing Less Forgetful Networks for Continual Learning Sep 29, 2021 Continual Learning
— Unverified 0Design of Explainability Module with Experts in the Loop for Visualization and Dynamic Adjustment of Continual Learning Feb 14, 2022 Continual Learning Decision Making
— Unverified 0DESIRE: Dynamic Knowledge Consolidation for Rehearsal-Free Continual Learning Nov 28, 2024 Continual Learning parameter-efficient fine-tuning
— Unverified 0Detachedly Learn a Classifier for Class-Incremental Learning Feb 23, 2023 class-incremental learning Class Incremental Learning
— Unverified 0Detecting Morphing Attacks via Continual Incremental Training Jul 27, 2023 Continual Learning
— Unverified 0Detecting Out-of-Distribution Samples via Conditional Distribution Entropy with Optimal Transport Jan 22, 2024 Continual Learning
— Unverified 0Detection and Continual Learning of Novel Face Presentation Attacks Aug 27, 2021 Continual Learning Face Presentation Attack Detection
— Unverified 0Developmental Predictive Coding Model for Early Infancy Mono and Bilingual Vocal Continual Learning Dec 23, 2024 Continual Learning Language Acquisition
— Unverified 0Diachronic and synchronic variation in the performance of adaptive machine learning systems: The ethical challenges Apr 11, 2025 Continual Learning
— Unverified 0Diagnosing Catastrophe: Large parts of accuracy loss in continual learning can be accounted for by readout misalignment Oct 9, 2023 Continual Learning
— Unverified 0Differentiable Hebbian Consolidation for Continual Learning Sep 25, 2019 Continual Learning Permuted-MNIST
— Unverified 0Differentiable Hebbian Plasticity for Continual Learning May 16, 2019 Continual Learning Permuted-MNIST
— Unverified 0Differentially Private Continual Learning Feb 18, 2019 Continual Learning Variational Inference
— Unverified 0Differential Privacy in Continual Learning: Which Labels to Update? Nov 7, 2024 Continual Learning valid
— Unverified 0Diffusion Soup: Model Merging for Text-to-Image Diffusion Models Jun 12, 2024 Continual Learning Image Generation
— Unverified 0Digital Twin-Based User-Centric Edge Continual Learning in Integrated Sensing and Communication Nov 20, 2023 Continual Learning Edge-computing
— Unverified 0Directed Structural Adaptation to Overcome Statistical Conflicts and Enable Continual Learning Dec 5, 2024 Continual Learning
— Unverified 0Discriminative Distillation to Reduce Class Confusion in Continual Learning Aug 11, 2021 Continual Learning image-classification
— Unverified 0Lifelong Wandering: A realistic few-shot online continual learning setting Jun 16, 2022 Continual Learning Few-Shot Learning
— Unverified 0Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient Distillation May 4, 2025 class-incremental learning Class Incremental Learning
— Unverified 0Linked Adapters: Linking Past and Future to Present for Effective Continual Learning Dec 14, 2024 Continual Learning image-classification
— Unverified 0Liquid Ensemble Selection for Continual Learning May 12, 2024 Continual Learning
— Unverified 0LISPR: An Options Framework for Policy Reuse with Reinforcement Learning Dec 29, 2020 Continual Learning reinforcement-learning
— Unverified 0Listen, Analyze, and Adapt to Learn New Attacks: An Exemplar-Free Class Incremental Learning Method for Audio Deepfake Source Tracing May 20, 2025 class-incremental learning Class Incremental Learning
— Unverified 0Little By Little: Continual Learning via Self-Activated Sparse Mixture-of-Rank Adaptive Learning Jun 26, 2025 Continual Learning Mixture-of-Experts
— Unverified 0Live and Learn: Continual Action Clustering with Incremental Views Mar 23, 2024 Clustering Continual Learning
— Unverified 0LLaVA-c: Continual Improved Visual Instruction Tuning Jun 10, 2025 Continual Learning Continual Pretraining
— Unverified 0LM-PUB-QUIZ: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language Models Aug 28, 2024 Continual Learning Knowledge Probing
— Unverified 0Locality Sensitive Sparse Encoding for Learning World Models Online Jan 23, 2024 Continual Learning Model-based Reinforcement Learning
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