Self-Training and Adversarial Background Regularization for Unsupervised Domain Adaptive One-Stage Object Detection Sep 2, 2019 Domain Adaptation Object
— Unverified Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation Sep 2, 2019 Autonomous Driving Domain Adaptation
— Unverified Self-Ensembling with GAN-based Data Augmentation for Domain Adaptation in Semantic Segmentation Sep 2, 2019 Data Augmentation Domain Adaptation
— Unverified Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization without Accessing Target Domain Data Sep 2, 2019 Domain Adaptation Domain Generalization
— Unverified Estimation of Absolute Scale in Monocular SLAM Using Synthetic Data Sep 2, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Self-Adaptation for Unsupervised Domain Adaptation Sep 1, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Opinions Summarization: Aspect Similarity Recognition Relaxes The Constraint of Predefined Aspects Sep 1, 2019 Domain Adaptation Extractive Summarization
— Unverified Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification Aug 30, 2019 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Texture Underfitting for Domain Adaptation Aug 29, 2019 Autonomous Driving Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Cross-sensor Pore Detection in High-resolution Fingerprint Images Aug 28, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Data Augmentation with Atomic Templates for Spoken Language Understanding Aug 28, 2019 Data Augmentation Decoder
Code Code Available Heterogeneous Domain Adaptation via Soft Transfer Network Aug 28, 2019 Domain Adaptation
— Unverified MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning Aug 27, 2019 Data Augmentation Domain Adaptation
— Unverified VAE-based Domain Adaptation for Speaker Verification Aug 27, 2019 Domain Adaptation Speaker Verification
— Unverified Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings Aug 27, 2019 Domain Adaptation Language Modeling
Code Code Available Domain-Agnostic Learning with Anatomy-Consistent Embedding for Cross-Modality Liver Segmentation Aug 27, 2019 Anatomy Disentanglement
— Unverified Unsupervised Domain-Adaptive Person Re-identification Based on Attributes Aug 27, 2019 Attribute Domain Adaptation
— Unverified Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach Aug 26, 2019 Domain Adaptation Segmentation
Code Code Available Revisiting Simple Domain Adaptation Methods in Unsupervised Neural Machine Translation Aug 26, 2019 Domain Adaptation Machine Translation
— Unverified Domain Adaptive Text Style Transfer Aug 25, 2019 Domain Adaptation Style Transfer
Code Code Available Adversarial Domain Adaptation for Machine Reading Comprehension Aug 24, 2019 Domain Adaptation Machine Reading Comprehension
— Unverified Population-aware Hierarchical Bayesian Domain Adaptation via Multiple-component Invariant Learning Aug 24, 2019 Domain Adaptation Prediction
Code Code Available Transfer Learning for Relation Extraction via Relation-Gated Adversarial Learning Aug 22, 2019 Domain Adaptation Partial Domain Adaptation
— Unverified Preserving Semantic and Temporal Consistency for Unpaired Video-to-Video Translation Aug 21, 2019 Domain Adaptation Translation
— Unverified Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation Aug 21, 2019 Decoder Domain Adaptation
— Unverified TUNA-Net: Task-oriented UNsupervised Adversarial Network for Disease Recognition in Cross-Domain Chest X-rays Aug 21, 2019 Domain Adaptation Generative Adversarial Network
— Unverified Efficient Deep Neural Networks Aug 20, 2019 Autonomous Driving Domain Adaptation
— Unverified Multi-Domain Adaptation in Brain MRI through Paired Consistency and Adversarial Learning Aug 16, 2019 Domain Adaptation
— Unverified Cross-Domain Adaptation for Animal Pose Estimation Aug 16, 2019 Animal Pose Estimation Domain Adaptation
— Unverified Shallow Domain Adaptive Embeddings for Sentiment Analysis Aug 16, 2019 Classification Domain Adaptation
— Unverified Task-Assisted Domain Adaptation with Anchor Tasks Aug 16, 2019 Depth Estimation Domain Adaptation
— Unverified Knowledge distillation for semi-supervised domain adaptation Aug 16, 2019 Domain Adaptation Knowledge Distillation
— Unverified Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation Aug 12, 2019 Domain Adaptation MRI segmentation
Code Code Available UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation Aug 11, 2019 Domain Adaptation Multi-Task Learning
Code Code Available Constrained domain adaptation for Image segmentation Aug 8, 2019 Domain Adaptation Image Segmentation
Code Code Available Learning Vision-based Flight in Drone Swarms by Imitation Aug 8, 2019 Collision Avoidance Domain Adaptation
— Unverified Attract or Distract: Exploit the Margin of Open Set Aug 6, 2019 Domain Adaptation
Code Code Available Image to Video Domain Adaptation Using Web Supervision Aug 5, 2019 Domain Adaptation
— Unverified Cross-lingual Text-independent Speaker Verification using Unsupervised Adversarial Discriminative Domain Adaptation Aug 5, 2019 Domain Adaptation Speaker Verification
— Unverified Semi-supervised representation learning via dual autoencoders for domain adaptation Aug 4, 2019 Denoising Domain Adaptation
Code Code Available Pseudo-Labeling Curriculum for Unsupervised Domain Adaptation Aug 1, 2019 Clustering Domain Adaptation
— Unverified Domain Adaptation for MT: A Study with Unknown and Out-of-Domain Tasks Aug 1, 2019 Domain Adaptation
— Unverified Huawei's NMT Systems for the WMT 2019 Biomedical Translation Task Aug 1, 2019 Domain Adaptation Machine Translation
— Unverified Baidu Neural Machine Translation Systems for WMT19 Aug 1, 2019 Data Augmentation Domain Adaptation
— Unverified Improving Domain Adaptation for Machine Translation withTranslation Pieces Aug 1, 2019 Domain Adaptation Machine Translation
— Unverified The MLLP-UPV Supervised Machine Translation Systems for WMT19 News Translation Task Aug 1, 2019 Domain Adaptation Machine Translation
— Unverified APE through Neural and Statistical MT with Augmented Data. ADAPT/DCU Submission to the WMT 2019 APE Shared Task Aug 1, 2019 Automatic Post-Editing Domain Adaptation
— Unverified The MLLP-UPV Spanish-Portuguese and Portuguese-Spanish Machine Translation Systems for WMT19 Similar Language Translation Task Aug 1, 2019 Domain Adaptation Machine Translation
— Unverified Learning to Adapt Invariance in Memory for Person Re-identification Aug 1, 2019 Domain Adaptation Person Re-Identification
— Unverified Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings Aug 1, 2019 Active Learning Domain Adaptation
Code Code Available 