Domain Adaptation

DLDA: Unified Dual-Level Domain Adaptation for Low-Light Object Detection AAAI 2026 DMGIN: How Multimodal LLMs Enhance Large Recommendation Models for Lifelong User Post-click Behaviors AAAI 2026 DNA: Dual-branch Network with Adaptation for Open-Set Online Handwriting Generation WACV 2026 DODA: Adapting Object Detectors to Dynamic Agricultural Environments in Real-Time with Diffusion WACV 2026 DogFit: Domain-guided Fine-tuning for Efficient Transfer Learning of Diffusion Models AAAI 2026 DoKnowAD: Calibrating Normal Representations with Refined Domain Knowledge to Enhance Time Series Anomaly Detection AAAI 2026 Domain Adaptation Guided Infrared and Visible Image Fusion AAAI 2026 Domain Adaptation of Image Encoder for Multimodal Manga Translation EACL 2026 Domain-Auxiliary Infrared Moving Small Target Detection by Learning to Overlook Domain Discrepancy AAAI 2026 Domain-Specific Retrieval for Retrieval-Augmented Generation: A Case Study on Pertussis Research (Student Abstract) AAAI 2026 DRAGON: Domain-specific Robust Automatic Data Generation for RAG Optimization EACL 2026 Dream-IF: Dynamic Relative EnhAnceMent for Image Fusion AAAI 2026 DRFGD: Disentangled Representation-Focused Generative Defense for Attack-Tolerant Cross-Modal Hashing AAAI 2026 DRIVINGVQA: A Dataset for Interleaved Visual Chain-of-Thought in Real-World Driving Scenarios EACL 2026 DTMIR-Pro: Domain Translation with Prompt-based Latent-Space Generalization for Multi-Weather Image Restoration WACV 2026 Dual-Branch Asymmetric Discrepancy Learning Based on Fake Image Pattern-Coexistence for AI-Generated Image Detection AAAI 2026 Dual-Perspective Disentanglement: Learning Symmetric Group-Aware Representations for Cross-Domain Recommendation AAAI 2026 Dual-Phase Visual-Language Pretraining and Adaptation for Long-Tailed Multi-Label Recognition AAAI 2026 DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation WACV 2026 Dynamic-Static Collaboration for Unsupervised Domain Adaptive Video-Based Visible-Infrared Person Re-Identification AAAI 2026 E³SAM2: Entropy-Aware and Edge-Guided Adaptation of SAM2 for Echocardiography Video Segmentation AAAI 2026 Earth-Adapter: Bridge the Geospatial Domain Gaps with a Frequency-Guided Mixture of Adapters AAAI 2026 Effects of Speaker Bias in Dialect Identification and Automatic Transcription with Self-Supervised Speech Models EACL 2026 Efficient and Provable Algorithms for Covariate Shift ALT 2026 Efficient Transcoder Adaptation for Fine-Tuned Models: Revealing Medical Reasoning Mechanisms in Large Language Models AAAI 2026