BDKG at MEDIQA 2021: System Report for the Radiology Report Summarization Task Jun 1, 2021 Decoder Domain Adaptation
— Unverified Using Confidential Data for Domain Adaptation of Neural Machine Translation Jun 1, 2021 Domain Adaptation Machine Translation
Code Code Available Unsupervised Domain Adaptation in Cross-corpora Abusive Language Detection Jun 1, 2021 Abusive Language Domain Adaptation
— Unverified ICT’s System for AutoSimTrans 2021: Robust Char-Level Simultaneous Translation Jun 1, 2021 Domain Adaptation Sentence
— Unverified BIT’s system for AutoSimulTrans2021 Jun 1, 2021 Domain Adaptation Sentence
— Unverified Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding Jun 1, 2021 Domain Adaptation Sentiment Analysis
Code Code Available You Sound Like Someone Who Watches Drama Movies: Towards Predicting Movie Preferences from Conversational Interactions Jun 1, 2021 Collaborative Filtering Conversational Recommendation
Code Code Available Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts Jun 1, 2021 Domain Adaptation
Code Code Available Semi-supervised Models are Strong Unsupervised Domain Adaptation Learners Jun 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition May 31, 2021 Domain Adaptation named-entity-recognition
Code Code Available FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning May 28, 2021 DeepFake Detection Domain Adaptation
— Unverified Transformer-Based Source-Free Domain Adaptation May 28, 2021 Domain Adaptation Knowledge Distillation
Code Code Available Knowledge Inheritance for Pre-trained Language Models May 28, 2021 Domain Adaptation Knowledge Distillation
Code Code Available Unsupervised Domain Adaptation of Object Detectors: A Survey May 27, 2021 Autonomous Navigation Domain Adaptation
— Unverified Unsupervised Adaptive Semantic Segmentation with Local Lipschitz Constraint May 27, 2021 Domain Adaptation Segmentation
— Unverified DSLR: Dynamic to Static LiDAR Scan Reconstruction Using Adversarially Trained Autoencoder May 26, 2021 Autonomous Navigation Autonomous Vehicles
Code Code Available KLIEP-based Density Ratio Estimation for Semantically Consistent Synthetic to Real Images Adaptation in Urban Traffic Scenes May 26, 2021 Autonomous Driving Density Ratio Estimation
— Unverified Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift May 25, 2021 Domain Adaptation Few-Shot Learning
Code Code Available Affine Transport for Sim-to-Real Domain Adaptation May 25, 2021 Domain Adaptation OpenAI Gym
— Unverified Neural Machine Translation with Monolingual Translation Memory May 24, 2021 Domain Adaptation Machine Translation
Code Code Available Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation May 23, 2021 Domain Adaptation Segmentation
Code Code Available CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding May 23, 2021 document understanding Domain Adaptation
Code Code Available GOO: A Dataset for Gaze Object Prediction in Retail Environments May 22, 2021 Domain Adaptation Gaze Estimation
Code Code Available Revisiting Knowledge Distillation for Object Detection May 22, 2021 Domain Adaptation Knowledge Distillation
— Unverified DAVOS: Semi-Supervised Video Object Segmentation via Adversarial Domain Adaptation May 21, 2021 Domain Adaptation Semantic Segmentation
— Unverified Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation May 18, 2021 Articles counterfactual
— Unverified Content Disentanglement for Semantically Consistent Synthetic-to-Real Domain Adaptation May 18, 2021 Autonomous Driving Disentanglement
Code Code Available Unsupervised Compound Domain Adaptation for Face Anti-Spoofing May 18, 2021 Domain Adaptation Face Anti-Spoofing
— Unverified Correlated Adversarial Joint Discrepancy Adaptation Network May 18, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training May 17, 2021 Domain Adaptation Semantic Segmentation
Code Code Available Fine-grained Interpretation and Causation Analysis in Deep NLP Models May 17, 2021 Domain Adaptation
— Unverified Large-Scale Unsupervised Person Re-Identification with Contrastive Learning May 17, 2021 Contrastive Learning Domain Adaptation
— Unverified Towards Unsupervised Domain Adaptation for Deep Face Recognition under Privacy Constraints via Federated Learning May 17, 2021 Clustering Domain Adaptation
— Unverified Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation May 17, 2021 Brain Tumor Segmentation Domain Adaptation
Code Code Available Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation May 17, 2021 Depth Estimation Domain Adaptation
Code Code Available Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction May 16, 2021 Domain Adaptation Term Extraction
— Unverified Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters May 16, 2021 Cross-Lingual Transfer Domain Adaptation
— Unverified Unsupervised Super-Resolution of Satellite Imagery for High Fidelity Material Label Transfer May 16, 2021 Domain Adaptation Material Recognition
— Unverified MOST: Multi-Source Domain Adaptation via Optimal Transport for Student-Teacher Learning May 13, 2021 Domain Adaptation Imitation Learning
Code Code Available Zero-Shot Reinforcement Learning on Graphs for Autonomous Exploration Under Uncertainty May 11, 2021 Decision Making Deep Reinforcement Learning
— Unverified Unsupervised domain adaptation via double classifiers based on high confidence pseudo label May 11, 2021 Domain Adaptation Pseudo Label
— Unverified Unsupervised Sentiment Analysis by Transferring Multi-source Knowledge May 9, 2021 Domain Adaptation Sentiment Analysis
— Unverified Aggregating From Multiple Target-Shifted Sources May 9, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain-Specific Suppression for Adaptive Object Detection May 8, 2021 Domain Adaptation Object
— Unverified Self-Adaptive Transfer Learning for Multicenter Glaucoma Classification in Fundus Retina Images May 7, 2021 Domain Adaptation Transfer Learning
— Unverified More Separable and Easier to Segment: A Cluster Alignment Method for Cross-Domain Semantic Segmentation May 7, 2021 Clustering Domain Adaptation
— Unverified SS-CADA: A Semi-Supervised Cross-Anatomy Domain Adaptation for Coronary Artery Segmentation May 6, 2021 Anatomy Coronary Artery Segmentation
— Unverified Towards Novel Target Discovery Through Open-Set Domain Adaptation May 6, 2021 Attribute Domain Adaptation
Code Code Available Deep Spherical Manifold Gaussian Kernel for Unsupervised Domain Adaptation May 5, 2021 Domain Adaptation Pseudo Label
— Unverified Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation May 5, 2021 Contrastive Learning Domain Adaptation
— Unverified 