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Domain Adaptation

8,656 papers

Papers per year

Papers

Fake It Till You Make It: Face Analysis in the Wild Using Synthetic Data Alone ICCV 2021
Adversarial Unsupervised Domain Adaptation With Conditional and Label Shift: Infer, Align and Iterate ICCV 2021
Learning Cross-Modal Contrastive Features for Video Domain Adaptation ICCV 2021
LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation ICCV 2021
STEM: An Approach to Multi-Source Domain Adaptation With Guarantees ICCV 2021
Multi-Anchor Active Domain Adaptation for Semantic Segmentation ICCV 2021
Deep Co-Training With Task Decomposition for Semi-Supervised Domain Adaptation ICCV 2021
Adversarial Attacks on Multi-Agent Communication ICCV 2021
Vector-Decomposed Disentanglement for Domain-Invariant Object Detection ICCV 2021
IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID ICCV 2021
CrossNorm and SelfNorm for Generalization Under Distribution Shifts ICCV 2021
mDALU: Multi-Source Domain Adaptation and Label Unification With Partial Datasets ICCV 2021
Cross-Category Video Highlight Detection via Set-Based Learning ICCV 2021
Attention Is Not Enough: Mitigating the Distribution Discrepancy in Asynchronous Multimodal Sequence Fusion ICCV 2021
Cross-Descriptor Visual Localization and Mapping ICCV 2021
Trash To Treasure: Harvesting OOD Data With Cross-Modal Matching for Open-Set Semi-Supervised Learning ICCV 2021
Towards Novel Target Discovery Through Open-Set Domain Adaptation ICCV 2021
Generalizing Gaze Estimation With Outlier-Guided Collaborative Adaptation ICCV 2021
BioFors: A Large Biomedical Image Forensics Dataset ICCV 2021
Tune It the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density ICCV 2021
Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation ICCV 2021
Learning Canonical 3D Object Representation for Fine-Grained Recognition ICCV 2021
Learning Instance-Level Spatial-Temporal Patterns for Person Re-Identification ICCV 2021
Weak Adaptation Learning: Addressing Cross-Domain Data Insufficiency With Weak Annotator ICCV 2021
Geometry-Aware Self-Training for Unsupervised Domain Adaptation on Object Point Clouds ICCV 2021