Data Augmented Flatness-aware Gradient Projection for Continual Learning Jan 1, 2023 Continual Learning
— Unverified 0 Continual Learning for On-Device Speech Recognition using Disentangled Conformers Dec 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0 Unicorn: Continual Learning with a Universal, Off-policy Agent Feb 22, 2018 Continual Learning Lifelong learning
— Unverified 0 Data-dependent and Oracle Bounds on Forgetting in Continual Learning Jun 13, 2024 Continual Learning
— Unverified 0 Data-Distill-Net: A Data Distillation Approach Tailored for Reply-based Continual Learning May 26, 2025 Continual Learning Dataset Distillation
— Unverified 0 A-La-Carte Prompt Tuning (APT): Combining Distinct Data via Composable Prompting Jan 1, 2023 Continual Learning
— Unverified 0 Mining Data Impressions from Deep Models as Substitute for the Unavailable Training Data Jan 15, 2021 Adversarial Robustness Continual Learning
— Unverified 0 Update Frequently, Update Fast: Retraining Semantic Parsing Systems in a Fraction of Time Oct 15, 2020 Continual Learning Goal-Oriented Dialogue Systems
— Unverified 0 À-la-carte Prompt Tuning (APT): Combining Distinct Data Via Composable Prompting Feb 15, 2023 Continual Learning
— Unverified 0 Continual Learning for Neural Machine Translation Jun 1, 2021 Continual Learning Knowledge Distillation
— Unverified 0 Continual Learning for Natural Language Generation in Task-oriented Dialog Systems Oct 2, 2020 Continual Learning Text Generation
— Unverified 0 What's a Good Prediction? Challenges in evaluating an agent's knowledge Jan 23, 2020 Continual Learning General Knowledge
— Unverified 0 Self-Normalized Resets for Plasticity in Continual Learning Oct 26, 2024 Continual Learning
— Unverified 0 D-CBRS: Accounting For Intra-Class Diversity in Continual Learning Jul 13, 2022 Continual Learning Diversity
— Unverified 0 DDFAD: Dataset Distillation Framework for Audio Data Jul 15, 2024 Continual Learning Dataset Distillation
— Unverified 0 Self-Organizing Maps for Storage and Transfer of Knowledge in Reinforcement Learning Nov 18, 2018 Continual Learning reinforcement-learning
— Unverified 0 Debugging using Orthogonal Gradient Descent Jun 17, 2022 Continual Learning
— Unverified 0 Decentralised Emergence of Robust and Adaptive Linguistic Conventions in Populations of Autonomous Agents Grounded in Continuous Worlds Jan 16, 2024 Continual Learning
— Unverified 0 Federated Continual Learning for Socially Aware Robotics Jan 14, 2022 Continual Learning Federated Learning
— Unverified 0 Self-paced Weight Consolidation for Continual Learning Jul 20, 2023 Continual Learning
— Unverified 0 Self-recovery of memory via generative replay Jan 15, 2023 Continual Learning
— Unverified 0 DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes May 29, 2023 Acoustic Scene Classification Continual Learning
— Unverified 0 Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering Jan 1, 2023 Continual Learning Language Modelling
— Unverified 0 Continual Learning for Multivariate Time Series Tasks with Variable Input Dimensions Mar 14, 2022 Activity Recognition Continual Learning
— Unverified 0 Continual Learning for Multimodal Data Fusion of a Soft Gripper Sep 20, 2024 Continual Learning Incremental Learning
— Unverified 0 Deep evolving semi-supervised anomaly detection Dec 1, 2024 Anomaly Detection Continual Learning
— Unverified 0 Deep Generative Dual Memory Network for Continual Learning Oct 28, 2017 Continual Learning Hippocampus
— Unverified 0 TEGEE: Task dEfinition Guided Expert Ensembling for Generalizable and Few-shot Learning Mar 7, 2024 Continual Learning Definition Extraction
— Unverified 0 Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments Sep 25, 2019 blind source separation Classification
— Unverified 0 Deep learning via message passing algorithms based on belief propagation Oct 27, 2021 Continual Learning Deep Learning
— Unverified 0 Deep Lidar-guided Image Deblurring Dec 10, 2024 Continual Learning Deblurring
— Unverified 0 Self-reinforcing Unsupervised Matching Aug 23, 2019 Continual Learning Diversity
— Unverified 0 Deep Stacked Stochastic Configuration Networks for Lifelong Learning of Non-Stationary Data Streams Aug 7, 2018 Continual Learning Lifelong learning
— Unverified 0 Fuzzy Tiling Activations: A Simple Approach to Learning Sparse Representations Online Nov 19, 2019 Continual Learning continuous-control
— Unverified 0 Deep 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 0 Defeating Catastrophic Forgetting via Enhanced Orthogonal Weights Modification Nov 19, 2021 Continual Learning
— Unverified 0 Continual Learning for Motion Prediction Model via Meta-Representation Learning and Optimal Memory Buffer Retention Strategy Jan 1, 2024 Autonomous Driving Autonomous Vehicles
— Unverified 0 Delta: A Cloud-assisted Data Enrichment Framework for On-Device Continual Learning Oct 24, 2024 Continual Learning
— Unverified 0 Self-Supervised GAN to Counter Forgetting Oct 27, 2018 Continual Learning General Classification
— Unverified 0 Continual Learning for Large Language Models: A Survey Feb 2, 2024 Continual Learning Continual Pretraining
— Unverified 0 Self-Supervised Learning Aided Class-Incremental Lifelong Learning Jun 10, 2020 class-incremental learning Class Incremental Learning
— Unverified 0 Dendritic Self-Organizing Maps for Continual Learning Oct 18, 2021 Continual Learning Split-CIFAR-10
— Unverified 0 Densely Distilling Cumulative Knowledge for Continual Learning May 16, 2024 All Continual Learning
— Unverified 0 AI Autonomy : Self-Initiated Open-World Continual Learning and Adaptation Mar 17, 2022 AI Agent Continual Learning
— Unverified 0 Self-Supervised Training Enhances Online Continual Learning Mar 25, 2021 Continual Learning image-classification
— Unverified 0 Design and Evaluation for Robust Continual Learning Sep 29, 2021 Continual Learning Experimental Design
— Unverified 0 Designing Less Forgetful Networks for Continual Learning Sep 29, 2021 Continual Learning
— Unverified 0 Design of Explainability Module with Experts in the Loop for Visualization and Dynamic Adjustment of Continual Learning Feb 14, 2022 Continual Learning Decision Making
— Unverified 0 DESIRE: Dynamic Knowledge Consolidation for Rehearsal-Free Continual Learning Nov 28, 2024 Continual Learning parameter-efficient fine-tuning
— Unverified 0 Detachedly Learn a Classifier for Class-Incremental Learning Feb 23, 2023 class-incremental learning Class Incremental Learning
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