conftrace_

continual learning

1164 papers

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Also known as

CL

Co-occurring keywords

catastrophic forgetting (939) knowledge distillation (3680) representation learning (6174) domain adaptation (4578) class-incremental learning (154) incremental learning (278) neural network (6616) transfer learning (5442) few-shot learning (3390) online learning (1770)

Papers

Breaking Task Boundaries: A Unified Model for 3D Medical Image Fusion and Segmentation Guided by Manifold Perspective AAAI 2026

Beyond Sharpness: A Flatness Decomposition Framework for Efficient Continual Learning AAAI 2026

Text Classification Under Class Distribution Shift: A Survey EACL 2026

Learning a Fix and Explore Framework for Continuous Generalized Category Discovery AAAI 2026

Continual Out-of-Distribution Detection with Analytic Neural Collapse AAAI 2026

Lifelong Language-Conditioned Robotic Manipulation Learning AAAI 2026

MergeSlide: Continual Model Merging and Task-to-Class Prompt-Aligned Inference for Lifelong Learning on Whole Slide Images WACV 2026

ELLA: Efficient Lifelong Learning for Adapters in Large Language Models EACL 2026

Demystifying Mixed Outcomes of Self-Training: Pre-training Analyses on Non-Toy LLMs EACL 2026

Decomposing Prompts, Composing Actions: A Multi-Granularity Prompting Approach for Incremental Action Learning AAAI 2026

Towards Multimodal Continual Knowledge Embedding with Modality Forgetting Modulation AAAI 2026

UrbanPG: An Efficient Framework with Personalized Context and General Backbone Interaction for Urban Spatio-Temporal Learning AAAI 2026

FT-MoE: Sustainable-learning Mixture of Experts for Fault-Tolerant Computing AAAI 2026

Drift-aware Collaborative Assistance Mixture of Experts for Heterogeneous Multistream Learning AAAI 2026

CADE: Continual Weakly-supervised Video Anomaly Detection with Ensembles WACV 2026

PoseAdapt: Sustainable Human Pose Estimation via Continual Learning Benchmarks and Toolkit WACV 2026

DREAM: Dynamic Prompts and GuidedMix for Efficient Continual Adaptation of Visual-Language Models WACV 2026

MedPEFT-CL: Dual-Phase Parameter-Efficient Continual Learning with Medical Semantic Adapter and Bidirectional Memory Consolidation WACV 2026

Continual-learning for Modelling Low-Resource Languages from Large Language Models EACL 2026

Adaptive Data Flywheel: Applying MAPE Control Loops to AI Agent Improvement EACL 2026

Continual Neural Topic Model EACL 2026

First Learn, Then Review: Human-Like Continual Learning for Cross-View Geo-Localization with Limited Field of View AAAI 2026

CiNuSeg: Class Incremental Nuclei Segmentation via Anchor-driven Consistency Learning with Dual Region Regularization AAAI 2026

Unifying Locality of KANs and Feature Drift Compensation Projection for Data-Free Replay Based Continual Face Forgery Detection AAAI 2026

CIP-Net: Continual Interpretable Prototype-based Network AAAI 2026