Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models Aug 16, 2024 Continual Learning parameter-efficient fine-tuning
— Unverified 0 Learning to Solve NLP Tasks in an Incremental Number of Languages Aug 1, 2021 Continual Learning Relational Reasoning
— Unverified 0 SHIELD: Secure Hypernetworks for Incremental Expansion Learning Defense Jun 9, 2025 Continual Learning
— Unverified 0 ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks May 23, 2024 Continual Learning Multi Label Text Classification
— Unverified 0 Continual Learning with Evolving Class Ontologies Oct 10, 2022 class-incremental learning Class Incremental Learning
— Unverified 0 Choice of PEFT Technique in Continual Learning: Prompt Tuning is Not All You Need Jun 5, 2024 All Continual Learning
— Unverified 0 Characterizing Continual Learning Scenarios and Strategies for Audio Analysis Jun 29, 2024 Continual Learning
— Unverified 0 Variational Density Propagation Continual Learning Aug 22, 2023 Bayesian Inference Continual Learning
— Unverified 0 Learning with Style: Continual Semantic Segmentation Across Tasks and Domains Oct 13, 2022 Autonomous Driving class-incremental learning
— Unverified 0 Learn it or Leave it: Module Composition and Pruning for Continual Learning Jun 26, 2024 Continual Learning Transfer Learning
— Unverified 0 Learn the Time to Learn: Replay Scheduling for Continual Learning Sep 29, 2021 Continual Learning Scheduling
— Unverified 0 Task-Free Continual Learning via Online Discrepancy Distance Learning Oct 12, 2022 Continual Learning Generalization Bounds
— Unverified 0 Learn to Bind and Grow Neural Structures Nov 21, 2020 Bayesian Optimization Continual Learning
— Unverified 0 Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting Mar 31, 2019 Continual Learning Neural Architecture Search
— Unverified 0 Learn to Memorize and to Forget: A Continual Learning Perspective of Dynamic SLAM Jul 18, 2024 Continual Learning Simultaneous Localization and Mapping
— Unverified 0 Learnware: Small Models Do Big Oct 7, 2022 Continual Learning
— Unverified 0 Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models Apr 4, 2024 Continual Learning Retrieval
— Unverified 0 Less Forgetting for Better Generalization: Exploring Continual-learning Fine-tuning Methods for Speech Self-supervised Representations Jun 30, 2024 Continual Learning Domain Generalization
— Unverified 0 Adaptive, Robust and Scalable Bayesian Filtering for Online Learning May 12, 2025 Continual Learning Multi-Armed Bandits
— Unverified 0 vCLIMB: A Novel Video Class Incremental Learning Benchmark Jan 23, 2022 class-incremental learning Class Incremental Learning
— Unverified 0 Adaptive Resonance Theory-based Topological Clustering with a Divisive Hierarchical Structure Capable of Continual Learning Jan 26, 2022 Clustering Continual Learning
— Unverified 0 Chaotic Continual Learning Jun 14, 2020 Continual Learning
— Unverified 0 Adaptive Reorganization of Neural Pathways for Continual Learning with Spiking Neural Networks Sep 18, 2023 Continual Learning
— Unverified 0 Taxonomic Class Incremental Learning Apr 12, 2023 class-incremental learning Class Incremental Learning
— Unverified 0 Adaptive Retention & Correction: Test-Time Training for Continual Learning May 23, 2024 ARC Continual Learning
— Unverified 0 Lifelong Adaptive Machine Learning for Sensor-based Human Activity Recognition Using Prototypical Networks Mar 11, 2022 Activity Recognition class-incremental learning
— Unverified 0 Lifelong and Continual Learning Dialogue Systems Nov 12, 2022 Continual Learning Lifelong learning
— Unverified 0 STELLA: Continual Audio-Video Pre-training with Spatio-Temporal Localized Alignment Oct 12, 2023 Continual Learning Representation Learning
— Unverified 0 Lifelong Domain Adaptation via Consolidated Internal Distribution Dec 1, 2021 Continual Learning Domain Adaptation
— Unverified 0 Chameleon Sampling: Diverse and Pure Example Selection for Online Continual Learning with Noisy Labels Sep 29, 2021 Continual Learning Diversity
— Unverified 0 Lifelong GAN: Continual Learning for Conditional Image Generation Jul 23, 2019 Conditional Image Generation Continual Learning
— Unverified 0 Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey Aug 16, 2023 Continual Learning Multi-Task Learning
— Unverified 0 Lifelong Knowledge-Enriched Social Event Representation Learning Apr 1, 2021 Continual Learning Representation Learning
— Unverified 0 Teach YOLO to Remember: A Self-Distillation Approach for Continual Object Detection Mar 6, 2025 class-incremental learning Class Incremental Learning
— Unverified 0 Chained Tuning Leads to Biased Forgetting Dec 21, 2024 Continual Learning
— Unverified 0 Adaptive Rank, Reduced Forgetting: Knowledge Retention in Continual Learning Vision-Language Models with Dynamic Rank-Selective LoRA Dec 1, 2024 Continual Learning
— Unverified 0 Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition, and Selective Transfer Jul 14, 2020 Continual Learning Lifelong learning
— Unverified 0 Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition and Selective Transfer Jun 12, 2020 Continual Learning Lifelong learning
— Unverified 0 Lifelong Learning via Online Leverage Score Sampling May 16, 2019 Continual Learning Lifelong learning
— Unverified 0 Lifelong Learning Without a Task Oracle Nov 9, 2020 Continual Learning Lifelong learning
— Unverified 0 Lifelong Learning with Sketched Structural Regularization Apr 17, 2021 Continual Learning Lifelong learning
— Unverified 0 CFTS-GAN: Continual Few-Shot Teacher Student for Generative Adversarial Networks Oct 17, 2024 Continual Learning Diversity
— Unverified 0 Lifelong Machine Learning Potentials Mar 10, 2023 Continual Learning Incremental Learning
— Unverified 0 CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection Apr 11, 2022 Continual Learning Few-Shot Object Detection
— Unverified 0 Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora Oct 16, 2021 Continual Learning Continual Pretraining
— Unverified 0 Adaptive Plasticity Improvement for Continual Learning Jan 1, 2023 Continual Learning Lifelong learning
— Unverified 0 Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation Oct 15, 2023 Continual Learning Transfer Learning
— Unverified 0 Lifelong Wandering: A realistic few-shot online continual learning setting Jun 16, 2022 Continual Learning Few-Shot Learning
— Unverified 0 Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient Distillation May 4, 2025 class-incremental learning Class Incremental Learning
— Unverified 0 Certified Continual Learning for Neural Network Regression Jul 9, 2024 Continual Learning regression
— Unverified 0 