incremental learning

Prototypical Replay with Old-class Focusing Knowledge Distillation for Incremental Named Entity Recognition AAAI 2025 PseDet: Revisiting the Power of Pseudo Label in Incremental Object Detection ICLR 2025 Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification AAAI 2025 RECAST: Reparameterized, Compact weight Adaptation for Sequential Tasks ICLR 2025 Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds CVPR 2025 Self-Supervised Incremental Learning of Object Representations from Arbitrary Image Sets WACV 2025 Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection CVPR 2025 SUMIE: A Synthetic Benchmark for Incremental Entity Summarization COLING 2025 Text is All You Need: LLM-enhanced Incremental Social Event Detection ACL 2025 Towards Continuous Reuse of Graph Models via Holistic Memory Diversification ICLR 2025 Towards On-the-Fly Novel Category Discovery in Dynamic Long-Tailed Distributions WACV 2025 Walking the Web of Concept-Class Relationships in Incrementally Trained Interpretable Models AAAI 2025 Adaptive Discovering and Merging for Incremental Novel Class Discovery AAAI 2024 Adaptive Visual Scene Understanding: Incremental Scene Graph Generation NeurIPS 2024 Attacks on Continual Semantic Segmentation by Perturbing Incremental Samples AAAI 2024 Augmenting Decision with Hypothesis in Reinforcement Learning ICML 2024 CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning AAAI 2024 Coherent Temporal Synthesis for Incremental Action Segmentation CVPR 2024 Cross-Domain Few-Shot Incremental Learning for Point-Cloud Recognition WACV 2024 Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers NeurIPS 2024 Efficient Expansion and Gradient Based Task Inference for Replay Free Incremental Learning WACV 2024 EmFORE: Learning Email Folder Classification Rules by Demonstration AAAI 2024 Enhancing Fine-Grained Urban Flow Inference via Incremental Neural Operator IJCAI 2024 Exploring Orthogonality in Open World Object Detection CVPR 2024 Fast and Continual Knowledge Graph Embedding via Incremental LoRA IJCAI 2024