Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning Mar 24, 2025 class-incremental learning Class Incremental Learning
— Unverified Knowledge Retention for Continual Model-Based Reinforcement Learning Mar 6, 2025 Continual Learning Model-based Reinforcement Learning
— Unverified Kolmogorov-Arnold Attention: Is Learnable Attention Better For Vision Transformers? Mar 13, 2025 Continual Learning Kolmogorov-Arnold Networks
— Unverified KOPPA: Improving Prompt-based Continual Learning with Key-Query Orthogonal Projection and Prototype-based One-Versus-All Nov 26, 2023 All Continual Learning
— Unverified KRNet: Towards Efficient Knowledge Replay May 23, 2022 Continual Learning Domain Adaptation
— Unverified KSM: Fast Multiple Task Adaption via Kernel-wise Soft Mask Learning Sep 11, 2020 Continual Learning
— Unverified Label Delay in Online Continual Learning Dec 1, 2023 Continual Learning GPU
— Unverified LAECIPS: Large Vision Model Assisted Adaptive Edge-Cloud Collaboration for IoT-based Embodied Intelligence System Apr 16, 2024 Autonomous Driving Continual Learning
— Unverified Language Scaling for Universal Suggested Replies Model Jun 4, 2021 Continual Learning Cross-Lingual Transfer
— Unverified CEM: A Data-Efficient Method for Large Language Models to Continue Evolving From Mistakes Apr 11, 2024 Continual Learning Continual Pretraining
— Unverified Last Iterate Convergence of Incremental Methods and Applications in Continual Learning Mar 11, 2024 Continual Learning
— Unverified Latent Space based Memory Replay for Continual Learning in Artificial Neural Networks Nov 26, 2021 Continual Learning
— Unverified Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning Feb 12, 2025 class-incremental learning Class Incremental Learning
— Unverified Layer Ensemble Averaging for Improving Memristor-Based Artificial Neural Network Performance Apr 24, 2024 Continual Learning
— Unverified Layerwise Optimization by Gradient Decomposition for Continual Learning May 17, 2021 Continual Learning
— Unverified Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples May 1, 2022 Continual Learning Continual Named Entity Recognition
— Unverified Learned Controllers for Agile Quadrotors in Pursuit-Evasion Games Jun 3, 2025 Continual Learning Reinforcement Learning (RL)
— Unverified Learning an evolved mixture model for task-free continual learning Jul 11, 2022 Continual Learning Diversity
— Unverified Learning a Shield from Catastrophic Action Effects: Never Repeat the Same Mistake Feb 19, 2022 Continual Learning Safe Reinforcement Learning
— Unverified Learning Attentional Mixture of LoRAs for Language Model Continual Learning Sep 29, 2024 Continual Learning Language Modeling
— Unverified Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning Feb 21, 2022 Continual Learning Knowledge Distillation
— Unverified Learning Continually by Spectral Regularization Jun 10, 2024 Continual Learning Diversity
— Unverified Learning Continually on a Sequence of Graphs -- The Dynamical System Way May 19, 2023 Continual Learning
— Unverified Learning Curves for Continual Learning in Neural Networks: Self-Knowledge Transfer and Forgetting Dec 3, 2021 Continual Learning Transfer Learning
— Unverified Enhancing Continual Learning with Global Prototypes: Counteracting Negative Representation Drift May 24, 2022 Continual Learning Language Modeling
— Unverified Learning from the Past: Continual Meta-Learning via Bayesian Graph Modeling Nov 12, 2019 Continual Learning Few-Shot Learning
— Unverified Learning Mamba as a Continual Learner Dec 1, 2024 Continual Learning Mamba
— Unverified Learning New Concepts, Remembering the Old: A Novel Continual Learning Nov 25, 2024 Continual Learning Incremental Learning
— Unverified Learning offline: memory replay in biological and artificial reinforcement learning Sep 21, 2021 Continual Learning Decision Making
— Unverified Instance-Conditional Timescales of Decay for Non-Stationary Learning Dec 12, 2022 Continual Learning Meta-Learning
— Unverified Learning to Classify New Foods Incrementally Via Compressed Exemplars Apr 11, 2024 Continual Learning Food Recognition
— Unverified Continual Learning via Learning a Continual Memory in Vision Transformer Mar 14, 2023 Continual Learning Neural Architecture Search
— Unverified Learning to Learn for Few-shot Continual Active Learning Nov 7, 2023 Active Learning Continual Learning
— Unverified Learning to Learn: How to Continuously Teach Humans and Machines Nov 28, 2022 class-incremental learning Class Incremental Learning
— Unverified Learning to Learn with Feedback and Local Plasticity Jun 16, 2020 Continual Learning Meta-Learning
— Unverified Learning Tool Morphology for Contact-Rich Manipulation Tasks with Differentiable Simulation Nov 4, 2022 Contact-rich Manipulation Continual Learning
— Unverified Learning to remember: Dynamic Generative Memory for Continual Learning May 1, 2019 Continual Learning
— Unverified Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models Aug 16, 2024 Continual Learning parameter-efficient fine-tuning
— Unverified Learning to Solve NLP Tasks in an Incremental Number of Languages Aug 1, 2021 Continual Learning Relational Reasoning
— Unverified Continual Learning with Evolving Class Ontologies Oct 10, 2022 class-incremental learning Class Incremental Learning
— Unverified Learning with Style: Continual Semantic Segmentation Across Tasks and Domains Oct 13, 2022 Autonomous Driving class-incremental learning
— Unverified Learn it or Leave it: Module Composition and Pruning for Continual Learning Jun 26, 2024 Continual Learning Transfer Learning
— Unverified Learn the Time to Learn: Replay Scheduling for Continual Learning Sep 29, 2021 Continual Learning Scheduling
— Unverified Learn to Bind and Grow Neural Structures Nov 21, 2020 Bayesian Optimization Continual Learning
— Unverified Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting Mar 31, 2019 Continual Learning Neural Architecture Search
— Unverified Learn to Memorize and to Forget: A Continual Learning Perspective of Dynamic SLAM Jul 18, 2024 Continual Learning Simultaneous Localization and Mapping
— Unverified Learnware: Small Models Do Big Oct 7, 2022 Continual Learning
— Unverified Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models Apr 4, 2024 Continual Learning Retrieval
— Unverified Less Forgetting for Better Generalization: Exploring Continual-learning Fine-tuning Methods for Speech Self-supervised Representations Jun 30, 2024 Continual Learning Domain Generalization
— Unverified Lifelong Adaptive Machine Learning for Sensor-based Human Activity Recognition Using Prototypical Networks Mar 11, 2022 Activity Recognition class-incremental learning
— Unverified 