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domain gap

56 papers

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Co-occurring keywords · papers mentioning both

domain adaptation (20) transfer learning (7) zero-shot learning (7) self-supervised learning (6) synthetic data (5) convolutional neural network (5) autonomous driving (5) semantic segmentation (5) foundation model (3) image super-resolution (3)

Papers

Addressing Exacerbated Attention Sink for Source-Free Cross-Domain Few-Shot Learning CVPR 2026 Bridging the Domain Gap in Small Multimodal Models: A Dual-level Alignment Perspective WACV 2026 ClimaOoD: Improving Anomaly Segmentation via Physically Realistic Synthetic Data CVPR 2026 Generalization of Real World Video Deblurring By Image-to-Image Translation WACV 2026 Interpretable Cross-Domain Few-Shot Learning with Rectified Target-Domain Local Alignment CVPR 2026 Linking Modality Isolation in Heterogeneous Collaborative Perception CVPR 2026 RAW-Domain Degradation Models for Realistic Smartphone Super-Resolution CVPR 2026 Scene Grounding in the Wild CVPR 2026 SelfHVD: Self-Supervised Handheld Video Deblurring CVPR 2026 What's Wrong with Synthetic Data for Scene Text Recognition? A Strong Synthetic Engine with Diverse Simulations and Self-Evolution CVPR 2026 AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis CVPR 2025 Bridge 2D-3D: Uncertainty-aware Hierarchical Registration Network with Domain Alignment AAAI 2025 HAMSTER: Hierarchical Action Models for Open-World Robot Manipulation ICLR 2025 ImMimic: Cross-Domain Imitation from Human Videos via Mapping and Interpolation CoRL 2025 IntrinsicControlNet: Cross-distribution Image Generation with Real and Unreal ICCV 2025 Revisiting Continuity of Image Tokens for Cross-domain Few-shot Learning ICML 2025 SimProF: A Simple Probabilistic Framework for Unsupervised Domain Adaptation AAAI 2025 Batch Singular Value Polarization and Weighted Semantic Augmentation for Universal Domain Adaptation ICML 2024 Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning ICML 2024 D3T: Distinctive Dual-Domain Teacher Zigzagging Across RGB-Thermal Gap for Domain-Adaptive Object Detection CVPR 2024 Empowering Visible-Infrared Person Re-Identification with Large Foundation Models NeurIPS 2024 GeoAuxNet: Towards Universal 3D Representation Learning for Multi-sensor Point Clouds CVPR 2024 Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation NeurIPS 2024 NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction AAAI 2024 No Time to Train: Empowering Non-Parametric Networks for Few-shot 3D Scene Segmentation CVPR 2024