conftrace_

incremental learning

278 papers

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Also known as

IL

Co-occurring keywords

catastrophic forgetting (958) continual learning (1181) knowledge distillation (3725) few-shot learning (3398) semantic segmentation (3186) online learning (1777) representation learning (6206) object detection (2762) domain adaptation (4595) active learning (1301)

Papers

Incremental Few-Shot Semantic Segmentation via Multi-Level Switchable Visual Prompts ICCV 2025
Human Activity Recognition in an Open World (Abstract Reprint) IJCAI 2025
FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration ICCV 2025
H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection CVPR 2025
Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification AAAI 2025
OW-OVD: Unified Open World and Open Vocabulary Object Detection CVPR 2025
Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework ACL 2025
Continual Learning Using Only Large Language Model Prompting COLING 2025
Incremental Object Keypoint Learning CVPR 2025
Progressive Homeostatic and Plastic Prompt Tuning for Audio-Visual Multi-Task Incremental Learning ICCV 2025
Attack on Prompt: Backdoor Attack in Prompt-Based Continual Learning AAAI 2025
Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm EMNLP 2025
Text is All You Need: LLM-enhanced Incremental Social Event Detection ACL 2025
LAGD: Local Topological-Alignment and Global Semantic-Deconstruction for Incremental 3D Semantic Segmentation AAAI 2025
CL-Splats: Continual Learning of Gaussian Splatting with Local Optimization ICCV 2025
Multimodal Inference with Incremental Tabular Attributes IJCAI 2025
DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic ICCV 2025
Deconfound Semantic Shift and Incompleteness in Incremental Few-shot Semantic Segmentation AAAI 2025
LLM-Guided Lifecycle-Aware Clustering of Multi-Turn Customer Support Conversations IJCNLP 2025
Decoupled PROB: Decoupled Query Initialization Tasks and Objectness-Class Learning for Open World Object Detection WACV 2025
Low-Rank Adaptation in Multilinear Operator Networks for Security-Preserving Incremental Learning CVPR 2025
Language Modeling with Editable External Knowledge NAACL 2025
Enhancing Robustness in Incremental Learning with Adversarial Training AAAI 2025
Continuous Adverse Weather Removal via Degradation-Aware Distillation CVPR 2025
SUMIE: A Synthetic Benchmark for Incremental Entity Summarization COLING 2025