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Domain Adaptation

854 directly classified papers

Papers per year

Papers

Your Transferability Barrier is Fragile: Free-Lunch for Transferring the Non-Transferable Learning CVPR 2024
D3T: Distinctive Dual-Domain Teacher Zigzagging Across RGB-Thermal Gap for Domain-Adaptive Object Detection CVPR 2024
Enhancing Quality of Compressed Images by Mitigating Enhancement Bias Towards Compression Domain CVPR 2024
Construct to Associate: Cooperative Context Learning for Domain Adaptive Point Cloud Segmentation CVPR 2024
Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation CVPR 2024
GDA: Generalized Diffusion for Robust Test-time Adaptation CVPR 2024
View From Above: Orthogonal-View aware Cross-view Localization CVPR 2024
Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition CVPR 2024
NC-TTT: A Noise Constrastive Approach for Test-Time Training CVPR 2024
MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation CVPR 2024
What How and When Should Object Detectors Update in Continually Changing Test Domains? CVPR 2024
Flexible Depth Completion for Sparse and Varying Point Densities CVPR 2024
UniMODE: Unified Monocular 3D Object Detection CVPR 2024
Single Domain Generalization for Crowd Counting CVPR 2024
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images CVPR 2024
Learning with Unreliability: Fast Few-shot Voxel Radiance Fields with Relative Geometric Consistency CVPR 2024
DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning CVPR 2024
Semantic Line Combination Detector CVPR 2024
TinyTTA: Efficient Test-time Adaptation via Early-exit Ensembles on Edge Devices NIPS 2024
Mx2M: Masked Cross-Modality Modeling in Domain Adaptation for 3D Semantic Segmentation AAAI 2023
Cyclically Disentangled Feature Translation for Face Anti-spoofing AAAI 2023
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation AAAI 2023
Cross-Modal Contrastive Learning for Domain Adaptation in 3D Semantic Segmentation AAAI 2023
Progressive Few-Shot Adaptation of Generative Model with Align-Free Spatial Correlation AAAI 2023
CFFT-GAN: Cross-Domain Feature Fusion Transformer for Exemplar-Based Image Translation AAAI 2023