Gradient-free Continual Learning Apr 1, 2025 Continual Learning
— Unverified Energy Weighted Learning Progress Guided Interleaved Multi-Task Learning Apr 1, 2025 Continual Learning Multi-Task Learning
— Unverified Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Mar 31, 2025 AutoML Continual Learning
Code Code Available MetaCLBench: Meta Continual Learning Benchmark on Resource-Constrained Edge Devices Mar 31, 2025 Continual Learning
— Unverified Advances in Continual Graph Learning for Anti-Money Laundering Systems: A Comprehensive Review Mar 31, 2025 Continual Learning Graph Learning
Code Code Available Language Guided Concept Bottleneck Models for Interpretable Continual Learning Mar 30, 2025 Continual Learning Decision Making
Code Code Available Pareto Continual Learning: Preference-Conditioned Learning and Adaption for Dynamic Stability-Plasticity Trade-off Mar 30, 2025 Continual Learning
Code Code Available VLM-C4L: Continual Core Dataset Learning with Corner Case Optimization via Vision-Language Models for Autonomous Driving Mar 29, 2025 Autonomous Driving Continual Learning
— Unverified Efficient Continual Learning through Frequency Decomposition and Integration Mar 28, 2025 Continual Learning
— Unverified A Proposal for Networks Capable of Continual Learning Mar 28, 2025 Continual Learning
— Unverified Stochastic Engrams for Efficient Continual Learning with Binarized Neural Networks Mar 27, 2025 Computational Efficiency Continual Learning
— Unverified KAC: Kolmogorov-Arnold Classifier for Continual Learning Mar 27, 2025 Continual Learning Kolmogorov-Arnold Networks
Code Code Available Ancestral Mamba: Enhancing Selective Discriminant Space Model with Online Visual Prototype Learning for Efficient and Robust Discriminant Approach Mar 26, 2025 Continual Learning Mamba
— Unverified IAP: Improving Continual Learning of Vision-Language Models via Instance-Aware Prompting Mar 26, 2025 class-incremental learning Class Incremental Learning
Code Code Available Continual learning via probabilistic exchangeable sequence modelling Mar 26, 2025 class-incremental learning Class Incremental Learning
— Unverified Modality-Independent Brain Lesion Segmentation with Privacy-aware Continual Learning Mar 26, 2025 Continual Learning Knowledge Distillation
Code Code Available Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for Federated Continual Learning Mar 25, 2025 Continual Learning Federated Learning
Code Code Available Domain-incremental White Blood Cell Classification with Privacy-aware Continual Learning Mar 25, 2025 Continual Learning Privacy Preserving
— Unverified Experience Replay Addresses Loss of Plasticity in Continual Learning Mar 25, 2025 Continual Learning In-Context Learning
— Unverified Continual Learning With Quasi-Newton Methods Mar 25, 2025 Continual Learning
— Unverified Continual Reinforcement Learning for HVAC Systems Control: Integrating Hypernetworks and Transfer Learning Mar 24, 2025 Continual Learning Deep Reinforcement Learning
Code Code Available Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning Mar 24, 2025 class-incremental learning Class Incremental Learning
— Unverified Global Convergence of Continual Learning on Non-IID Data Mar 24, 2025 Continual Learning
— Unverified Do Your Best and Get Enough Rest for Continual Learning Mar 24, 2025 Continual Learning Incremental Learning
Code Code Available Parental Guidance: Efficient Lifelong Learning through Evolutionary Distillation Mar 24, 2025 Continual Learning Diversity
— Unverified LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning Mar 23, 2025 Continual Learning Exemplar-Free
Code Code Available Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for FCL Mar 23, 2025 Continual Learning Federated Learning
Code Code Available Replay4NCL: An Efficient Memory Replay-based Methodology for Neuromorphic Continual Learning in Embedded AI Systems Mar 21, 2025 Continual Learning
— Unverified On-Device Federated Continual Learning on RISC-V-based Ultra-Low-Power SoC for Intelligent Nano-Drone Swarms Mar 21, 2025 Continual Learning Face Recognition
— Unverified Towards Automatic Continual Learning: A Self-Adaptive Framework for Continual Instruction Tuning Mar 20, 2025 Continual Learning
— Unverified Continual Multimodal Contrastive Learning Mar 19, 2025 Continual Learning Contrastive Learning
— Unverified Technical Report for the 5th CLVision Challenge at CVPR: Addressing the Class-Incremental with Repetition using Unlabeled Data -- 4th Place Solution Mar 19, 2025 class-incremental learning Class Incremental Learning
Code Code Available Federated Continual 3D Segmentation With Single-round Communication Mar 19, 2025 Continual Learning Federated Learning
— Unverified World Models in Artificial Intelligence: Sensing, Learning, and Reasoning Like a Child Mar 19, 2025 Causal Inference Continual Learning
— Unverified FeNeC: Enhancing Continual Learning via Feature Clustering with Neighbor- or Logit-Based Classification Mar 18, 2025 Continual Learning
— Unverified Robust3D-CIL: Robust Class-Incremental Learning for 3D Perception Mar 18, 2025 Autonomous Driving class-incremental learning
— Unverified Analytic Subspace Routing: How Recursive Least Squares Works in Continual Learning of Large Language Model Mar 17, 2025 Continual Learning Language Modeling
— Unverified ProtoDepth: Unsupervised Continual Depth Completion with Prototypes Mar 17, 2025 3D Reconstruction Continual Learning
— Unverified A Continual Learning-driven Model for Accurate and Generalizable Segmentation of Clinically Comprehensive and Fine-grained Whole-body Anatomies in CT Mar 16, 2025 Computed Tomography (CT) Continual Learning
— Unverified Ferret: An Efficient Online Continual Learning Framework under Varying Memory Constraints Mar 15, 2025 Continual Learning
— Unverified StableFusion: Continual Video Retrieval via Frame Adaptation Mar 13, 2025 Continual Learning Mixture-of-Experts
Code Code Available Kolmogorov-Arnold Attention: Is Learnable Attention Better For Vision Transformers? Mar 13, 2025 Continual Learning Kolmogorov-Arnold Networks
— Unverified Safe Continual Domain Adaptation after Sim2Real Transfer of Reinforcement Learning Policies in Robotics Mar 13, 2025 Continual Learning Domain Adaptation
— Unverified Sample Compression for Continual Learning Mar 13, 2025 Continual Learning
— Unverified Enhanced Continual Learning of Vision-Language Models with Model Fusion Mar 12, 2025 Continual Learning parameter-efficient fine-tuning
— Unverified Freeze and Cluster: A Simple Baseline for Rehearsal-Free Continual Category Discovery Mar 12, 2025 Continual Learning Novel Class Discovery
— Unverified SoTCKGE:Continual Knowledge Graph Embedding Based on Spatial Offset Transformation Mar 11, 2025 Continual Learning Graph Embedding
— Unverified Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks Mar 10, 2025 class-incremental learning Class Incremental Learning
— Unverified A Comprehensive Survey of Mixture-of-Experts: Algorithms, Theory, and Applications Mar 10, 2025 Continual Learning Meta-Learning
Code Code Available Sequential Function-Space Variational Inference via Gaussian Mixture Approximation Mar 10, 2025 Continual Learning Variational Inference
Code Code Available 