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Machine Learning
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Application Areas
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Domain Adaptation
8,656 papers
Papers per year
2003: 1
2004: 2
2006: 11
2007: 9
2008: 8
2009: 13
2010: 14
2011: 16
2012: 16
2013: 44
2014: 32
2015: 44
2016: 126
2017: 203
2018: 378
2019: 662
2020: 726
2021: 1006
2022: 964
2023: 1217
2024: 1326
2025: 1387
2026: 451
Papers
Domain Adaptive Video Segmentation via Temporal Consistency Regularization
ICCV 2021
Semantic Concentration for Domain Adaptation
ICCV 2021
NGC: A Unified Framework for Learning With Open-World Noisy Data
ICCV 2021
Re-Energizing Domain Discriminator With Sample Relabeling for Adversarial Domain Adaptation
ICCV 2021
Domain Adaptive Semantic Segmentation With Self-Supervised Depth Estimation
ICCV 2021
Unsupervised Domain Adaptive 3D Detection With Multi-Level Consistency
ICCV 2021
Transporting Causal Mechanisms for Unsupervised Domain Adaptation
ICCV 2021
Predicting With Confidence on Unseen Distributions
ICCV 2021
Active Domain Adaptation via Clustering Uncertainty-Weighted Embeddings
ICCV 2021
Telling the What While Pointing to the Where: Multimodal Queries for Image Retrieval
ICCV 2021
Domain-Invariant Disentangled Network for Generalizable Object Detection
ICCV 2021
Super-Resolving Cross-Domain Face Miniatures by Peeking at One-Shot Exemplar
ICCV 2021
Ranking Models in Unlabeled New Environments
ICCV 2021
Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation
ICCV 2021
OVANet: One-vs-All Network for Universal Domain Adaptation
ICCV 2021
Adaptive Label Noise Cleaning With Meta-Supervision for Deep Face Recognition
ICCV 2021
DeepGaze IIE: Calibrated Prediction in and Out-of-Domain for State-of-the-Art Saliency Modeling
ICCV 2021
Uncertainty-Aware Pseudo Label Refinery for Domain Adaptive Semantic Segmentation
ICCV 2021
Knowledge Mining and Transferring for Domain Adaptive Object Detection
ICCV 2021
BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation
ICCV 2021
BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation
ICCV 2021
Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation
ICCV 2021
Collaborative Learning With Disentangled Features for Zero-Shot Domain Adaptation
ICCV 2021
Partial Video Domain Adaptation With Partial Adversarial Temporal Attentive Network
ICCV 2021
Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment
ICCV 2021
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