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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Fine-Grained Image Retrieval via Dual-Vision Adaptation AAAI 2026

Domain-Auxiliary Infrared Moving Small Target Detection by Learning to Overlook Domain Discrepancy AAAI 2026

IGIANet: Illumination Guided Implicit Alignment Network for Infrared–Visible UAV Detection AAAI 2026

Divide-and-Conquer Decoupled Network for Cross-Domain Few-Shot Segmentation AAAI 2026

Rethinking Explanation Evaluation Under the Retraining Scheme AAAI 2026

Panda: Test-Time Adaptation with Negative Data Augmentation AAAI 2026

Cross-domain Joint Learning with Prototype-guided Mixture-of-Experts for Infrared Moving Small Target Detection AAAI 2026

Empowering Semantic-Sensitive Underwater Image Enhancement with VLM AAAI 2026

Towards Unified Vision-Language Models with Incomplete Multi-Modal Inputs AAAI 2026

Open-World 3D Scene Graph Generation for Retrieval-Augmented Reasoning AAAI 2026

Dynamic-Static Collaboration for Unsupervised Domain Adaptive Video-Based Visible-Infrared Person Re-Identification AAAI 2026

OmniPT: Unleashing the Potential of Large Vision Language Models for Pedestrian Tracking and Understanding AAAI 2026

Unleashing the Power of Image-Tabular Self-Supervised Learning via Breaking Cross-Tabular Barriers AAAI 2026

Sim-to-Real: An Unsupervised Noise Layer for Screen-Camera Watermarking Robustness AAAI 2026

ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications AAAI 2026

AdaField: Generalizable Surface Pressure Modeling with Physics-Informed Pre-training and Flow-Conditioned Adaptation AAAI 2026

Personality-guided Public-Private Domain Disentangled Hypergraph-Former Network for Multimodal Depression Detection AAAI 2026

AgentSense: Virtual Sensor Data Generation Using LLM Agents in Simulated Home Environments AAAI 2026

REFO: Reinforced Evolutionary Faithfulness Optimization for Large Language Models AAAI 2026

IntentMotion: Learning Intent-Aware Human Motion from Language in 3D Scenes AAAI 2026

PSA-MF: Personality-Sentiment Aligned Multi-Level Fusion for Multimodal Sentiment Analysis AAAI 2026

A Multimodal EEG-Eye Movement Model for Automatic Depression Detection AAAI 2026

Enhancing Retrieval-Augmented Large Vision Language Models via Knowledge Conflict Mitigation AAAI 2026

DogFit: Domain-guided Fine-tuning for Efficient Transfer Learning of Diffusion Models AAAI 2026

Directing Uncertainty-Aware Information Flow for Robust Diffusion Prediction AAAI 2026