Condensing Action Segmentation Datasets via Generative Network Inversion Mar 18, 2025 Action Segmentation Incremental Learning
— Unverified Robust3D-CIL: Robust Class-Incremental Learning for 3D Perception Mar 18, 2025 Autonomous Driving class-incremental learning
— Unverified An experimental approach on Few Shot Class Incremental Learning Mar 14, 2025 class-incremental learning Class Incremental Learning
— Unverified RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration Mar 14, 2025 Graph Learning Hallucination
— Unverified A New Benchmark for Few-Shot Class-Incremental Learning: Redefining the Upper Bound Mar 13, 2025 class-incremental learning Class Incremental Learning
— Unverified Generative Binary Memory: Pseudo-Replay Class-Incremental Learning on Binarized Embeddings Mar 13, 2025 class-incremental learning Class Incremental Learning
— Unverified Singular Value Fine-tuning for Few-Shot Class-Incremental Learning Mar 13, 2025 class-incremental learning Class Incremental Learning
— Unverified Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks Mar 10, 2025 class-incremental learning Class Incremental Learning
— Unverified PTMs-TSCIL Pre-Trained Models Based Class-Incremental Learning Mar 10, 2025 class-incremental learning Class Incremental Learning
— Unverified Universal Incremental Learning: Mitigating Confusion from Inter- and Intra-task Distribution Randomness Mar 10, 2025 Incremental Learning
Code Code Available A Frank System for Co-Evolutionary Hybrid Decision-Making Mar 8, 2025 Decision Making Fairness
— Unverified TAIL: Text-Audio Incremental Learning Mar 6, 2025 AudioCaps Incremental Learning
— Unverified Teach YOLO to Remember: A Self-Distillation Approach for Continual Object Detection Mar 6, 2025 class-incremental learning Class Incremental Learning
— Unverified FSCIL-SEI: Few-Shot Class-Incremental Learning Approach for Specific Emitter Identification Mar 3, 2025 class-incremental learning Class Incremental Learning
— Unverified Class-Independent Increment: An Efficient Approach for Multi-label Class-Incremental Learning Mar 1, 2025 class-incremental learning Class Incremental Learning
— Unverified Model-Free Privacy Preserving Power Flow Analysis in Distribution Networks Feb 27, 2025 Incremental Learning Privacy Preserving
— Unverified Incremental Learning with Repetition via Pseudo-Feature Projection Feb 27, 2025 Exemplar-Free Incremental Learning
Code Code Available Brain-inspired analogical mixture prototypes for few-shot class-incremental learning Feb 26, 2025 class-incremental learning Class Incremental Learning
— Unverified CLIMB-3D: Continual Learning for Imbalanced 3D Instance Segmentation Feb 24, 2025 3D Instance Segmentation Continual Learning
Code Code Available Sculpting [CLS] Features for Pre-Trained Model-Based Class-Incremental Learning Feb 20, 2025 class-incremental learning Class Incremental Learning
— Unverified Continually Learning Structured Visual Representations via Network Refinement with Rerelation Feb 19, 2025 Incremental Learning
— Unverified ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking Feb 18, 2025 Activity Recognition class-incremental learning
Code Code Available Plant in Cupboard, Orange on Rably, Inat Aphone. Benchmarking Incremental Learning of Situation and Language Model using a Text-Simulated Situated Environment Feb 17, 2025 Benchmarking Common Sense Reasoning
— Unverified Knowledge Swapping via Learning and Unlearning Feb 12, 2025 image-classification Image Classification
Code Code Available 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 Memory Is Not the Bottleneck: Cost-Efficient Continual Learning via Weight Space Consolidation Feb 11, 2025 class-incremental learning Class Incremental Learning
— Unverified Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector Feb 8, 2025 Incremental Learning Knowledge Distillation
— Unverified IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental Segmentation Feb 7, 2025 class-incremental learning Class Incremental Learning
Code Code Available Leveraging Pre-Trained Models for Multimodal Class-Incremental Learning under Adaptive Fusion Feb 7, 2025 class-incremental learning Class Incremental Learning
— Unverified Should Code Models Learn Pedagogically? A Preliminary Evaluation of Curriculum Learning for Real-World Software Engineering Tasks Feb 6, 2025 Clone Detection Code Summarization
— Unverified Controllable Forgetting Mechanism for Few-Shot Class-Incremental Learning Jan 27, 2025 class-incremental learning Class Incremental Learning
— Unverified On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning Jan 26, 2025 class-incremental learning Class Incremental Learning
— Unverified Federated Class-Incremental Learning: A Hybrid Approach Using Latent Exemplars and Data-Free Techniques to Address Local and Global Forgetting Jan 26, 2025 class-incremental learning Class Incremental Learning
— Unverified Towards Robust Incremental Learning under Ambiguous Supervision Jan 23, 2025 Incremental Learning Partial Label Learning
— Unverified S-LoRA: Scalable Low-Rank Adaptation for Class Incremental Learning Jan 22, 2025 class-incremental learning Class Incremental Learning
— Unverified Optimizing Blockchain Analysis: Tackling Temporality and Scalability with an Incremental Approach with Metropolis-Hastings Random Walks Jan 21, 2025 Fraud Detection Graph Representation Learning
— Unverified Strategic Base Representation Learning via Feature Augmentations for Few-Shot Class Incremental Learning Jan 16, 2025 class-incremental learning Class Incremental Learning
— Unverified PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning Jan 16, 2025 class-incremental learning Class Incremental Learning
— Unverified Resource-Constrained Federated Continual Learning: What Does Matter? Jan 15, 2025 Continual Learning GPU
— Unverified Attention is All You Need Until You Need Retention Jan 15, 2025 All Fraud Detection
— Unverified Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation Jan 14, 2025 Active Learning class-incremental learning
Code Code Available CSTA: Spatial-Temporal Causal Adaptive Learning for Exemplar-Free Video Class-Incremental Learning Jan 13, 2025 class-incremental learning Class Incremental Learning
Code Code Available Research on the Online Update Method for Retrieval-Augmented Generation (RAG) Model with Incremental Learning Jan 13, 2025 Incremental Learning Knowledge Distillation
— Unverified Language-Inspired Relation Transfer for Few-shot Class-Incremental Learning Jan 10, 2025 class-incremental learning Class Incremental Learning
— Unverified Domain-Incremental Semantic Segmentation for Autonomous Driving under Adverse Driving Conditions Jan 9, 2025 Autonomous Driving Domain Adaptation
— Unverified Activating Sparse Part Concepts for 3D Class Incremental Learning Jan 1, 2025 class-incremental learning Class Incremental Learning
Code Code Available Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation Jan 1, 2025 class-incremental learning Class Incremental Learning
— Unverified H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection Jan 1, 2025 Continual Learning Incremental Learning
Code Code Available 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 