Adaptive Additive Parameter Updates of Vision Transformers for Few-Shot Continual Learning Apr 11, 2025 class-incremental learning Class Incremental Learning
— Unverified CMIP-CIL: A Cross-Modal Benchmark for Image-Point Class Incremental Learning Apr 11, 2025 class-incremental learning Class Incremental Learning
Code Code Available Boosting the Class-Incremental Learning in 3D Point Clouds via Zero-Collection-Cost Basic Shape Pre-Training Apr 11, 2025 3D geometry class-incremental learning
Code Code Available LoRAX: LoRA eXpandable Networks for Continual Synthetic Image Attribution Apr 10, 2025 class-incremental learning Class Incremental Learning
Code Code Available FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning Apr 9, 2025 class-incremental learning Class Incremental Learning
— Unverified GOTHAM: Graph Class Incremental Learning Framework under Weak Supervision Apr 7, 2025 Attribute class-incremental learning
Code Code Available ProtoGuard-guided PROPEL: Class-Aware Prototype Enhancement and Progressive Labeling for Incremental 3D Point Cloud Segmentation Apr 2, 2025 class-incremental learning Class Incremental Learning
— Unverified SPF-Portrait: Towards Pure Portrait Customization with Semantic Pollution-Free Fine-tuning Apr 1, 2025 Contrastive Learning Incremental Learning
— Unverified Diffusion Meets Few-shot Class Incremental Learning Mar 30, 2025 class-incremental learning Class Incremental Learning
— Unverified T-CIL: Temperature Scaling using Adversarial Perturbation for Calibration in Class-Incremental Learning Mar 28, 2025 class-incremental learning Class Incremental Learning
— Unverified Learn by Reasoning: Analogical Weight Generation for Few-Shot Class-Incremental Learning Mar 27, 2025 class-incremental learning Class Incremental Learning
— 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 Adaptive Weighted Parameter Fusion with CLIP for Class-Incremental Learning Mar 25, 2025 class-incremental learning Class Incremental Learning
— Unverified Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning Mar 24, 2025 class-incremental learning Class Incremental Learning
— Unverified Feature Calibration enhanced Parameter Synthesis for CLIP-based Class-incremental Learning Mar 24, 2025 class-incremental learning Class Incremental Learning
— Unverified Do Your Best and Get Enough Rest for Continual Learning Mar 24, 2025 Continual Learning Incremental Learning
Code Code Available DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype Mar 23, 2025 Incremental Learning
— Unverified Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds Mar 22, 2025 class-incremental learning Class Incremental Learning
Code Code Available UAS Visual Navigation in Large and Unseen Environments via a Meta Agent Mar 20, 2025 Incremental Learning Meta Reinforcement 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 Robust3D-CIL: Robust Class-Incremental Learning for 3D Perception Mar 18, 2025 Autonomous Driving class-incremental learning
— Unverified Condensing Action Segmentation Datasets via Generative Network Inversion Mar 18, 2025 Action Segmentation 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 An experimental approach on Few Shot Class Incremental Learning Mar 14, 2025 class-incremental learning Class Incremental Learning
— Unverified EFC++: Elastic Feature Consolidation with Prototype Re-balancing for Cold Start Exemplar-free Incremental Learning Mar 13, 2025 class-incremental learning Class Incremental Learning
Code Code Available Singular Value Fine-tuning for Few-Shot Class-Incremental Learning Mar 13, 2025 class-incremental learning Class Incremental Learning
— 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 External Knowledge Injection for CLIP-Based Class-Incremental Learning Mar 11, 2025 class-incremental learning Class Incremental Learning
Code Code Available 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 Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks Mar 10, 2025 class-incremental learning Class Incremental Learning
— Unverified A Frank System for Co-Evolutionary Hybrid Decision-Making Mar 8, 2025 Decision Making Fairness
— Unverified Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning Mar 7, 2025 class-incremental learning Class Incremental Learning
Code Code Available Teach YOLO to Remember: A Self-Distillation Approach for Continual Object Detection Mar 6, 2025 class-incremental learning Class Incremental Learning
— Unverified TAIL: Text-Audio Incremental Learning Mar 6, 2025 AudioCaps 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 Task-Agnostic Guided Feature Expansion for Class-Incremental Learning Mar 2, 2025 class-incremental learning Class Incremental Learning
Code Code Available 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 Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping Feb 27, 2025 class-incremental learning Class 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 TabMixer: advancing tabular data analysis with an enhanced MLP-mixer approach Feb 21, 2025 Computational Efficiency Deep 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 