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Domain Adaptation

854 directly classified papers

Papers per year

Papers

Transformer Based Multi-Source Domain Adaptation EMNLP 2020
Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation EMNLP 2020
Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA EMNLP 2020
Findings of the WMT 2020 Shared Task on Machine Translation Robustness EMNLP 2020
Structure-Aware Feature Fusion for Unsupervised Domain Adaptation AAAI 2020
Learning From Synthetic Data for Crowd Counting in the Wild CVPR 2019
Sim-To-Real via Sim-To-Sim: Data-Efficient Robotic Grasping via Randomized-To-Canonical Adaptation Networks CVPR 2019
Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection CVPR 2019
Deep Defocus Map Estimation Using Domain Adaptation CVPR 2019
Exploring Object Relation in Mean Teacher for Cross-Domain Detection CVPR 2019
A Parametric Top-View Representation of Complex Road Scenes CVPR 2019
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation CVPR 2019
Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation CVPR 2019
Learning to Adapt for Stereo CVPR 2019
REPAIR: Removing Representation Bias by Dataset Resampling CVPR 2019
A Cross-Season Correspondence Dataset for Robust Semantic Segmentation CVPR 2019
Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss CVPR 2019
GCAN: Graph Convolutional Adversarial Network for Unsupervised Domain Adaptation CVPR 2019
Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements CVPR 2019
DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition CVPR 2019
Domain-Specific Batch Normalization for Unsupervised Domain Adaptation CVPR 2019
Towards Universal Object Detection by Domain Attention CVPR 2019
Adaptive Transfer Network for Cross-Domain Person Re-Identification CVPR 2019
Few-Shot Adaptive Faster R-CNN CVPR 2019
AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs CVPR 2019