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— Unverified DDFAD: Dataset Distillation Framework for Audio Data Jul 15, 2024 Continual Learning Dataset Distillation
— Unverified Efficient Few-Shot Continual Learning in Vision-Language Models Feb 6, 2025 Continual Learning Image Captioning
— Unverified Continual Learning via Neural Pruning Mar 11, 2019 Continual Learning Diagnostic
— Unverified Decentralised Emergence of Robust and Adaptive Linguistic Conventions in Populations of Autonomous Agents Grounded in Continuous Worlds Jan 16, 2024 Continual Learning
— Unverified Federated Continual Learning for Socially Aware Robotics Jan 14, 2022 Continual Learning Federated Learning
— Unverified CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models Dec 10, 2024 Continual Learning
— Unverified A Survey on Dataset Distillation: Approaches, Applications and Future Directions May 3, 2023 Continual Learning Dataset Distillation
— Unverified DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes May 29, 2023 Acoustic Scene Classification Continual Learning
— Unverified Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering Jan 1, 2023 Continual Learning Language Modelling
— Unverified Continual Learning via Manifold Expansion Replay Oct 12, 2023 Continual Learning Management
— Unverified Continual Learning via Low-Rank Network Updates Sep 29, 2021 Continual Learning
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— Unverified An Incremental Update Framework for Online Recommenders with Data-Driven Prior Dec 26, 2023 Continual Learning
— Unverified Continual Learning via Explicit Structure Learning May 1, 2019 Continual Learning Permuted-MNIST
— Unverified Can Sequential Bayesian Inference Solve Continual Learning? Nov 22, 2021 Bayesian Inference Continual Learning
— Unverified Continual Learning using the SHDL Framework with Skewed Replay Distributions Sep 25, 2019 Continual Learning
— Unverified Deep Lidar-guided Image Deblurring Dec 10, 2024 Continual Learning Deblurring
— Unverified An Incremental Construction of Deep Neuro Fuzzy System for Continual Learning of Non-stationary Data Streams Aug 26, 2018 Continual Learning Drift Detection
— Unverified Deep Stacked Stochastic Configuration Networks for Lifelong Learning of Non-Stationary Data Streams Aug 7, 2018 Continual Learning Lifelong learning
— Unverified Efficient Expansion and Gradient Based Task Inference for Replay Free Incremental Learning Dec 2, 2023 class-incremental learning Class Incremental Learning
— Unverified 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 Efficient Meta-Learning for Continual Learning with Taylor Expansion Approximation Oct 3, 2022 Computational Efficiency Continual Learning
— Unverified Continual Learning Using Task Conditional Neural Networks Sep 29, 2021 Continual Learning Mixture-of-Experts
— Unverified Continual Learning Using Multi-view Task Conditional Neural Networks May 8, 2020 Continual Learning
— Unverified Delta: A Cloud-assisted Data Enrichment Framework for On-Device Continual Learning Oct 24, 2024 Continual Learning
— Unverified Can Continual Learning Improve Long-Tailed Recognition? Toward a Unified Framework Jun 23, 2023 Continual Learning
— Unverified Continual Learning Using Pseudo-Replay via Latent Space Sampling Sep 29, 2021 class-incremental learning Class Incremental Learning
— Unverified Continual Learning Using Only Large Language Model Prompting Dec 20, 2024 Continual Learning Language Modeling
— Unverified Densely Distilling Cumulative Knowledge for Continual Learning May 16, 2024 All Continual Learning
— Unverified CALM: Continuous Adaptive Learning for Language Modeling Apr 8, 2020 Continual Learning Language Modeling
— Unverified CogniSNN: A First Exploration to Random Graph Architecture based Spiking Neural Networks with Enhanced Expandability and Neuroplasticity May 9, 2025 Continual Learning
— Unverified Design and Evaluation for Robust Continual Learning Sep 29, 2021 Continual Learning Experimental Design
— Unverified Designing Less Forgetful Networks for Continual Learning Sep 29, 2021 Continual Learning
— Unverified A new Time-decay Radiomics Integrated Network (TRINet) for short-term breast cancer risk prediction Dec 4, 2024 Continual Learning Multiple Instance Learning
— Unverified DESIRE: Dynamic Knowledge Consolidation for Rehearsal-Free Continual Learning Nov 28, 2024 Continual Learning parameter-efficient fine-tuning
— Unverified Continual learning using lattice-free MMI for speech recognition Oct 13, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Detecting Morphing Attacks via Continual Incremental Training Jul 27, 2023 Continual Learning
— Unverified Detecting Out-of-Distribution Samples via Conditional Distribution Entropy with Optimal Transport Jan 22, 2024 Continual Learning
— Unverified Detection and Continual Learning of Novel Face Presentation Attacks Aug 27, 2021 Continual Learning Face Presentation Attack Detection
— Unverified Developmental Predictive Coding Model for Early Infancy Mono and Bilingual Vocal Continual Learning Dec 23, 2024 Continual Learning Language Acquisition
— Unverified Combining Variational Continual Learning with FiLM Layers Jun 12, 2020 Continual Learning
— Unverified Adaptive, Robust and Scalable Bayesian Filtering for Online Learning May 12, 2025 Continual Learning Multi-Armed Bandits
— Unverified Continual Learning Using Bayesian Neural Networks Oct 9, 2019 Continual Learning Time Series Analysis
— Unverified Diagnosing Catastrophe: Large parts of accuracy loss in continual learning can be accounted for by readout misalignment Oct 9, 2023 Continual Learning
— Unverified Differentiable Hebbian Consolidation for Continual Learning Sep 25, 2019 Continual Learning Permuted-MNIST
— Unverified Differentiable Hebbian Plasticity for Continual Learning May 16, 2019 Continual Learning Permuted-MNIST
— Unverified Differentially Private Continual Learning Feb 18, 2019 Continual Learning Variational Inference
— Unverified Adaptive Shortcut Debiasing for Online Continual Learning Dec 14, 2023 Continual Learning
— Unverified Continual Learning with Self-Organizing Maps Apr 19, 2019 Continual Learning
— Unverified 