domain incremental learning

Beyond the Static-World: Lifelong Learning for All-in-One Medical Image Restoration CVPR 2026 DK-DDIL: Adaptive Knowledge Retention for Dynamic Domain-Incremental Learning in Medical Imaging CVPR 2026 Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts ICML 2025 Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need CVPR 2025 Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning CVPR 2025 DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype AAAI 2025 Dual Domain Control via Active Learning for Remote Sensing Domain Incremental Object Detection ICCV 2025 NIRANTAR: Continual Learning with New Languages and Domains on Real-world Speech Data Interspeech 2025 Exploring Domain Incremental Video Highlights Detection with the LiveFood Benchmark AAAI 2024 Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method ICML 2024 MIND: Multi-Task Incremental Network Distillation AAAI 2024 MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning WACV 2024 Non-exemplar Domain Incremental Object Detection via Learning Domain Bias AAAI 2024 SimCS: Simulation for Domain Incremental Online Continual Segmentation AAAI 2024 A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm NeurIPS 2023 Domain Incremental Lifelong Learning in an Open World ACL 2023 Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions CVPR 2023 Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora NAACL 2022 S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning NeurIPS 2022 CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks EMNLP 2021