Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory Jul 2, 2023 class-incremental learning Class Incremental Learning
— Unverified 00 Don't Stop Learning: Towards Continual Learning for the CLIP Model Jul 19, 2022 Continual Learning Image-text matching
— Unverified 00 Continual Learning for Class- and Domain-Incremental Semantic Segmentation Sep 16, 2022 class-incremental learning Class Incremental Learning
— Unverified 00 Sense and Learn: Self-Supervision for Omnipresent Sensors Sep 28, 2020 Continual Learning Few-Shot Learning
— Unverified 00 Doubly Perturbed Task Free Continual Learning Dec 20, 2023 Continual Learning Decision Making
— Unverified 00 Continual Learning for Autonomous Robots: A Prototype-based Approach Mar 30, 2024 Continual Learning
— Unverified 00 Continual Learning for Anomaly Detection in Surveillance Videos Apr 15, 2020 Anomaly Detection Anomaly Detection In Surveillance Videos
— Unverified 00 Separable Mixture of Low-Rank Adaptation for Continual Visual Instruction Tuning Nov 21, 2024 Continual Learning Instruction Following
— Unverified 00 Agential AI for Integrated Continual Learning, Deliberative Behavior, and Comprehensible Models Jan 28, 2025 Continual Learning
— Unverified 00 Continual Learning for Affective Computing Jun 10, 2020 Continual Learning
— Unverified 00 Continual Learning for Adaptable Car-Following in Dynamic Traffic Environments Jul 17, 2024 Autonomous Driving Continual Learning
— Unverified 00 DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning Mar 26, 2024 class-incremental learning Class Incremental Learning
— Unverified 00 DSI++: Updating Transformer Memory with New Documents Dec 19, 2022 Continual Learning Natural Questions
— Unverified 00 Continual Learning by Three-Phase Consolidation Mar 12, 2024 Continual Learning
— Unverified 00 Dual-CBA: Improving Online Continual Learning via Dual Continual Bias Adaptors from a Bi-level Optimization Perspective Aug 26, 2024 Continual Learning
— Unverified 00 DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning Apr 30, 2023 Continual Learning
— Unverified 00 Dual Low-Rank Adaptation for Continual Learning with Pre-Trained Models Nov 1, 2024 Continual Learning parameter-efficient fine-tuning
— Unverified 00 Continual Learning by Asymmetric Loss Approximation with Single-Side Overestimation Aug 8, 2019 Continual Learning
— Unverified 00 Continual learning benefits from multiple sleep mechanisms: NREM, REM, and Synaptic Downscaling Sep 9, 2022 Continual Learning image-classification
— Unverified 00 Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding May 23, 2023 Continual Learning Decoder
— Unverified 00 Sequential Changepoint Detection in Neural Networks with Checkpoints Oct 6, 2020 Continual Learning
— Unverified 00 Dynamically Addressing Unseen Rumor via Continual Learning Apr 18, 2021 Continual Learning Veracity Classification
— Unverified 00 Universal adversarial perturbations for multiple classification tasks with quantum classifiers Jun 21, 2023 Continual Learning Quantum Machine Learning
— Unverified 00 Sequential mastery of multiple visual tasks: Networks naturally learn to learn and forget to forget May 26, 2019 Continual Learning
— Unverified 00 Sequential Reptile: Inter-Task Gradient Alignment for Multilingual Learning Oct 6, 2021 Continual Learning Cross-Lingual Transfer
— Unverified 00 Hidden Markov Neural Networks Apr 15, 2020 Continual Learning Time Series
— Unverified 00 Dynamic Continual Learning: Harnessing Parameter Uncertainty for Improved Network Adaptation Jan 18, 2025 Continual Learning
— Unverified 00 Dynamic Dialogue Policy for Continual Reinforcement Learning Apr 12, 2022 Continual Learning reinforcement-learning
— Unverified 00 Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning Jun 13, 2025 Continual Learning
— Unverified 00 Dynamic Prototype Rehearsal for Continual Learning in ECG Arrhythmia Detection Jan 13, 2025 Arrhythmia Detection Continual Learning
— Unverified 00 SeQuiFi: Mitigating Catastrophic Forgetting in Speech Emotion Recognition with Sequential Class-Finetuning Oct 16, 2024 Continual Learning Emotion Recognition
— Unverified 00 Dynamic Transformer Architecture for Continual Learning of Multimodal Tasks Jan 27, 2024 Continual Learning Edge-computing
— Unverified 00 A Fusion of Variational Distribution Priors and Saliency Map Replay for Continual 3D Reconstruction Aug 17, 2023 3D Reconstruction Continual Learning
— Unverified 00 Dynamic Y-KD: A Hybrid Approach to Continual Instance Segmentation Mar 10, 2023 Continual Learning Incremental Learning
— Unverified 00 SHAPNN: Shapley Value Regularized Tabular Neural Network Sep 15, 2023 Continual Learning valid
— Unverified 00 Continual learning-based probabilistic slow feature analysis for multimode dynamic process monitoring Feb 23, 2022 Continual Learning
— Unverified 00 Continual-learning-based framework for structural damage recognition Aug 28, 2024 Continual Learning
— Unverified 00 Universal Graph Continual Learning Aug 27, 2023 Continual Learning Graph Classification
— Unverified 00 Universal representations:The missing link between faces, text, planktons, and cat breeds Jan 25, 2017 Continual Learning
— Unverified 00 ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning Apr 10, 2023 Continual Learning Diagnostic
— Unverified 00 Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey Dec 18, 2024 Continual Learning
— Unverified 00 Continual learning autoencoder training for a particle-in-cell simulation via streaming Nov 9, 2022 Continual Learning
— Unverified 00 Edge Continual Learning for Dynamic Digital Twins over Wireless Networks Apr 10, 2022 Continual Learning
— Unverified 00 EdgeFD: An Edge-Friendly Drift-Aware Fault Diagnosis System for Industrial IoT Oct 7, 2023 Continual Learning Drift Detection
— Unverified 00 EdgeOL: Efficient in-situ Online Learning on Edge Devices Jan 30, 2024 Continual Learning Object Recognition
— Unverified 00 A Biologically Plausible Audio-Visual Integration Model for Continual Learning Jul 17, 2020 Continual Learning Lifelong learning
— Unverified 00 A Fixed Version of Quadratic Program in Gradient Episodic Memory Jul 7, 2021 Continual Learning
— Unverified 00 Effect of scale on catastrophic forgetting in neural networks Sep 29, 2021 Continual Learning
— Unverified 00 Effects of Architectures on Continual Semantic Segmentation Feb 21, 2023 Continual Learning Continual Semantic Segmentation
— Unverified 00 Effects of Auxiliary Knowledge on Continual Learning Jun 3, 2022 Continual Learning image-classification
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