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

MARLIN: Multi-Agent Reinforcement Learning for Incremental DAG Discovery AAAI 2026
MoEA-Net: Modality-Incremental Expert Aggregation Network for Retinal Prognostic Prediction AAAI 2026
Learning from Imperfect Data: Incremental Learning and Few-shot Learning AAAI 2026
Forget Less by Learning Together through Concept Consolidation WACV 2026
Structural Entropy Guided Incremental Learning for Open-World Multimodal Social Event Detection AAAI 2026
Composition-Incremental Learning for Compositional Generalization AAAI 2026
Vision-language Incremental Learning with Dual Class-individual Memory AAAI 2026
IDK-S: Incremental Distributional Kernel for Streaming Anomaly Detection AAAI 2026
Incremental Data-Driven Policy Synthesis via Game Abstractions AAAI 2026
Multi-Label Classification with Incremental and Decremental Features AAAI 2026
Gene Incremental Learning for Single-Cell Transcriptomics AAAI 2026
Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification AAAI 2025
Towards On-the-Fly Novel Category Discovery in Dynamic Long-Tailed Distributions WACV 2025
Low-Rank Adaptation in Multilinear Operator Networks for Security-Preserving Incremental Learning CVPR 2025
Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-Based Semantic Segmentation WACV 2025
Prototypical Replay with Old-class Focusing Knowledge Distillation for Incremental Named Entity Recognition AAAI 2025
Self-Supervised Incremental Learning of Object Representations from Arbitrary Image Sets WACV 2025
Dynamic Adapter Tuning for Long-Tailed Class-Incremental Learning WACV 2025
LAGD: Local Topological-Alignment and Global Semantic-Deconstruction for Incremental 3D Semantic Segmentation AAAI 2025
ALSTER: A Local Spatio-Temporal Expert for Online 3D Semantic Reconstruction WACV 2025
Incremental Few-Shot Semantic Segmentation via Multi-Level Switchable Visual Prompts ICCV 2025
Progressive Homeostatic and Plastic Prompt Tuning for Audio-Visual Multi-Task Incremental Learning ICCV 2025
ECC-SNN: Cost-Effective Edge-Cloud Collaboration for Spiking Neural Networks IJCAI 2025
KSK@DravidianLangTech 2025: Political Multiclass Sentiment Analysis of Tamil X (Twitter) Comments Using Incremental Learning NAACL 2025
Decoupled PROB: Decoupled Query Initialization Tasks and Objectness-Class Learning for Open World Object Detection WACV 2025