Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning Jan 1, 2025 class-incremental learning Class Incremental Learning
— Unverified pFedMxF: Personalized Federated Class-Incremental Learning with Mixture of Frequency Aggregation Jan 1, 2025 class-incremental learning Class Incremental Learning
— Unverified Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation Jan 1, 2025 class-incremental learning Class Incremental Learning
— Unverified SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning Jan 1, 2025 class-incremental learning Class Incremental Learning
— Unverified Continuous Adverse Weather Removal via Degradation-Aware Distillation Jan 1, 2025 Incremental Learning
— Unverified Automatic Construction of Pattern Classifiers Capable of Continuous Incremental Learning and Unlearning Tasks Based on Compact-Sized Probabilistic Neural Network Jan 1, 2025 Classification class-incremental learning
— Unverified Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning Jan 1, 2025 class-incremental learning Class Incremental Learning
— Unverified Enhancing Deployment-Time Predictive Model Robustness for Code Analysis and Optimization Dec 31, 2024 CPU Incremental Learning
Code Code Available Dynamic Prompt Adjustment for Multi-Label Class-Incremental Learning Dec 31, 2024 class-incremental learning Class Incremental Learning
— Unverified Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning Dec 31, 2024 class-incremental learning Class Incremental Learning
— Unverified ACIL: Active Class Incremental Learning for Image Classification Dec 31, 2024 Active Learning Classification
— Unverified Breaking Fine-Grained Classification Barriers with Cost-Free Data in Few-Shot Class-Incremental Learning Dec 29, 2024 Classification class-incremental learning
— Unverified Exemplar-condensed Federated Class-incremental Learning Dec 25, 2024 class-incremental learning Class Incremental Learning
— Unverified Domain-Incremental Learning for Audio Classification Dec 23, 2024 Audio Classification Classification
— Unverified Video Domain Incremental Learning for Human Action Recognition in Home Environments Dec 22, 2024 Action Recognition class-incremental learning
— Unverified Generate to Discriminate: Expert Routing for Continual Learning Dec 22, 2024 Continual Learning Incremental Learning
— Unverified FairDD: Enhancing Fairness with domain-incremental learning in dermatological disease diagnosis Dec 21, 2024 Contrastive Learning Data Augmentation
— Unverified Long-Term Upper-Limb Prosthesis Myocontrol via High-Density sEMG and Incremental Learning Dec 20, 2024 Incremental Learning
Code Code Available AnchorInv: Few-Shot Class-Incremental Learning of Physiological Signals via Representation Space Guided Inversion Dec 18, 2024 class-incremental learning Class Incremental Learning
— Unverified Multi-View Incremental Learning with Structured Hebbian Plasticity for Enhanced Fusion Efficiency Dec 17, 2024 Incremental Learning MULTI-VIEW LEARNING
— Unverified Toxicity Detection towards Adaptability to Changing Perturbations Dec 17, 2024 Continual Learning Incremental Learning
— Unverified CALA: A Class-Aware Logit Adapter for Few-Shot Class-Incremental Learning Dec 17, 2024 class-incremental learning Class Incremental Learning
— Unverified Adaptive Prototype Replay for Class Incremental Semantic Segmentation Dec 17, 2024 Class-Incremental Semantic Segmentation Incremental Learning
Code Code Available ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning Dec 17, 2024 class-incremental learning Class Incremental Learning
— Unverified SAM-IF: Leveraging SAM for Incremental Few-Shot Instance Segmentation Dec 15, 2024 Decoder Few-shot Instance Segmentation
— Unverified On Distilling the Displacement Knowledge for Few-Shot Class-Incremental Learning Dec 15, 2024 class-incremental learning Class Incremental Learning
— Unverified PEARL: Input-Agnostic Prompt Enhancement with Negative Feedback Regulation for Class-Incremental Learning Dec 14, 2024 class-incremental learning Class Incremental Learning
Code Code Available Exemplar Masking for Multimodal Incremental Learning Dec 12, 2024 Data Augmentation Incremental Learning
Code Code Available Class Balance Matters to Active Class-Incremental Learning Dec 9, 2024 Active Learning class-incremental learning
Code Code Available MVD: A Multi-Lingual Software Vulnerability Detection Framework Dec 9, 2024 Incremental Learning Vulnerability Detection
— Unverified LVP-CLIP:Revisiting CLIP for Continual Learning with Label Vector Pool Dec 8, 2024 Continual Learning Incremental Learning
— Unverified Neighborhood Commonality-aware Evolution Network for Continuous Generalized Category Discovery Dec 7, 2024 Contrastive Learning Incremental Learning
Code Code Available DPGIIL: Dirichlet Process-Deep Generative Model-Integrated Incremental Learning for Clustering in Transmissibility-based Online Structural Anomaly Detection Dec 6, 2024 Anomaly Detection Bayesian Inference
— Unverified Privacy Drift: Evolving Privacy Concerns in Incremental Learning Dec 6, 2024 Federated Learning Incremental Learning
— Unverified CA-MoE: Channel-Adapted MoE for Incremental Weather Forecasting Dec 3, 2024 Incremental Learning Weather Forecasting
— Unverified Two-Timescale Digital Twin Assisted Model Interference and Retraining over Wireless Network Nov 27, 2024 Decision Making Deep Reinforcement Learning
— Unverified Integrating Dual Prototypes for Task-Wise Adaption in Pre-Trained Model-Based Class-Incremental Learning Nov 26, 2024 class-incremental learning Class Incremental Learning
— Unverified Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-based Semantic Segmentation Nov 26, 2024 Autonomous Driving Continual Learning
— Unverified Reward Incremental Learning in Text-to-Image Generation Nov 26, 2024 Denoising Image Generation
— Unverified RECAST: Reparameterized, Compact weight Adaptation for Sequential Tasks Nov 25, 2024 Incremental Learning
Code Code Available Soft-TransFormers for Continual Learning Nov 25, 2024 class-incremental learning Class Incremental Learning
Code Code Available Learning New Concepts, Remembering the Old: A Novel Continual Learning Nov 25, 2024 Continual Learning Incremental Learning
— Unverified Class-Incremental Learning for Sound Event Localization and Detection Nov 19, 2024 class-incremental learning Class Incremental Learning
— Unverified Label Sharing Incremental Learning Framework for Independent Multi-Label Segmentation Tasks Nov 17, 2024 Image Segmentation Incremental Learning
— Unverified Embedding Space Allocation with Angle-Norm Joint Classifiers for Few-Shot Class-Incremental Learning Nov 14, 2024 class-incremental learning Class Incremental Learning
— Unverified Interpretable Syntactic Representations Enable Hierarchical Word Vectors Nov 13, 2024 Incremental Learning
— Unverified Deeper Insights into Learning Performance of Stochastic Configuration Networks Nov 13, 2024 Incremental Learning
— Unverified UIFormer: A Unified Transformer-based Framework for Incremental Few-Shot Object Detection and Instance Segmentation Nov 13, 2024 Decoder Few-Shot Object Detection
— Unverified PCNet: a human pose compensation network based on incremental learning for sports actions estimation Nov 11, 2024 2D Human Pose Estimation Incremental Learning
— Unverified An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning Nov 11, 2024 class-incremental learning Class Incremental Learning
Code Code Available 