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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

RFF-TTA: Physical Information-Aware Prototype for Temporally Varying RF Fingerprinting Online Test-Time-Adaptation AAAI 2026

From Blind Transfer to Wise Selection: Prototype-Driven Neighbor-Domain Adaptation for Fake News Detection AAAI 2026

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

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

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

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

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

HKAFER: Achieve Visual Parameter-Efficient Fine-Tuning via Heterogeneous Kronecker Adaptation for Facial Expression Recognition AAAI 2026

Domain Adaptation Guided Infrared and Visible Image Fusion AAAI 2026

StyleDrive: Towards Driving-Style Aware Benchmarking of End-To-End Autonomous Driving AAAI 2026

CLIPPan: Adapting CLIP as a Supervisor for Unsupervised Pansharpening AAAI 2026

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

CLIP2Pose: Frozen CLIP as Semantic Guide for Domain Adaptive Pose Estimation AAAI 2026

Text-Guided Channel Perturbation and Pre-Trained Knowledge Integration for Unified Multi-Modality Image Fusion AAAI 2026

HyperDiag: Temporal–Regional Hypergraph Learning via Topology-Enhanced State Propagation for Brain Disease Diagnosis AAAI 2026

Image-Text Knowledge Modeling for Unsupervised Multi-Scenario Person Re-Identification AAAI 2026

Localization-Anchored Instance Discrimination for Domain Adaptive Person Search AAAI 2026

AerialFusion: Co-Motion-Driven Unified Registration and Fusion on Multi-modal Data Streams from Aerial View AAAI 2026

Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images AAAI 2026

Difference Vector Equalization for Robust Fine-tuning of Vision-Language Models AAAI 2026

Tuning Medical Foundation Models for Inner Ear Temporal CT Analysis with Plug-and-play Domain Knowledge Aggregator AAAI 2026

Griffin: Aerial-Ground Cooperative Detection and Tracking Dataset and Benchmark AAAI 2026

Adaptive Dynamic Dehazing via Instruction-Driven and Task-Feedback Closed-Loop Optimization for Diverse Downstream Task Adaptation AAAI 2026

Anchor-Guided Discriminative Subspace Alignment and Clustering for Cross-Scene Hyperspectral Imagery AAAI 2026

PharmaQA: Prompt-Based Molecular Representation Learning via Pharmacophore-Oriented Question Answering AAAI 2026