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Machine Learning
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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
StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo Matching
CVPR 2020
Light-weight Calibrator: A Separable Component for Unsupervised Domain Adaptation
CVPR 2020
Fast Template Matching and Update for Video Object Tracking and Segmentation
CVPR 2020
Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation
CVPR 2020
Associate-3Ddet: Perceptual-to-Conceptual Association for 3D Point Cloud Object Detection
CVPR 2020
Train in Germany, Test in the USA: Making 3D Object Detectors Generalize
CVPR 2020
Disparity-Aware Domain Adaptation in Stereo Image Restoration
CVPR 2020
Smoothing Adversarial Domain Attack and P-Memory Reconsolidation for Cross-Domain Person Re-Identification
CVPR 2020
Learning a Dynamic Map of Visual Appearance
CVPR 2020
Learning From Synthetic Animals
CVPR 2020
3D Part Guided Image Editing for Fine-Grained Object Understanding
CVPR 2020
Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning
CVPR 2020
DAVD-Net: Deep Audio-Aided Video Decompression of Talking Heads
CVPR 2020
Graph-Structured Referring Expression Reasoning in the Wild
CVPR 2020
Generative-Discriminative Feature Representations for Open-Set Recognition
CVPR 2020
Discriminative Multi-Modality Speech Recognition
CVPR 2020
Class-Incremental Domain Adaptation
ECCV 2020
Conversational Document Prediction to Assist Customer Care Agents
EMNLP 2020
Unsupervised Adaptation of Question Answering Systems via Generative Self-training
EMNLP 2020
Predicting Clinical Trial Results by Implicit Evidence Integration
EMNLP 2020
Parallel Interactive Networks for Multi-Domain Dialogue State Generation
EMNLP 2020
An Information Bottleneck Approach for Controlling Conciseness in Rationale Extraction
EMNLP 2020
Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product
EMNLP 2020
Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains
EMNLP 2020
A Diagnostic Study of Explainability Techniques for Text Classification
EMNLP 2020
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