Test-Time Adaptation with Shape Moments for Image Segmentation May 16, 2022 Cardiac Segmentation Domain Adaptation
Code Code Available Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification May 15, 2022 Complex Word Identification Domain Adaptation
— Unverified Learn2Weight: Parameter Adaptation against Similar-domain Adversarial Attacks May 15, 2022 Adversarial Attack Domain Adaptation
— Unverified Unsupervised Structure-Texture Separation Network for Oracle Character Recognition May 13, 2022 Disentanglement Domain Adaptation
Code Code Available CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision May 12, 2022 Domain Adaptation Extreme Summarization
Code Code Available Knowledge Distillation for Multi-Target Domain Adaptation in Real-Time Person Re-Identification May 12, 2022 Domain Adaptation Knowledge Distillation
Code Code Available Bi-level Alignment for Cross-Domain Crowd Counting May 12, 2022 AutoML Crowd Counting
Code Code Available FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue May 12, 2022 Dialogue Understanding Domain Adaptation
Code Code Available Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022 May 12, 2022 Domain Adaptation Low Resource NMT
— Unverified On Causality in Domain Adaptation and Semi-Supervised Learning: an Information-Theoretic Analysis for Parametric Models May 10, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Online Unsupervised Domain Adaptation for Person Re-identification May 9, 2022 Domain Adaptation Online unsupervised domain adaptation
— Unverified Multi-level Consistency Learning for Semi-supervised Domain Adaptation May 9, 2022 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation May 9, 2022 Clustering Diversity
Code Code Available Cross-lingual Adaptation for Recipe Retrieval with Mixup May 8, 2022 Domain Adaptation Retrieval
— Unverified One-Class Knowledge Distillation for Face Presentation Attack Detection May 8, 2022 Domain Adaptation Face Presentation Attack Detection
Code Code Available Time-Series Domain Adaptation via Sparse Associative Structure Alignment: Learning Invariance and Variance May 7, 2022 Domain Adaptation Time Series
— Unverified Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution May 7, 2022 Domain Adaptation Image Super-Resolution
Code Code Available Towards Robust 3D Object Recognition with Dense-to-Sparse Deep Domain Adaptation May 7, 2022 3D Object Recognition Autonomous Vehicles
— Unverified Bridging the Domain Gap for Stance Detection for the Zulu language May 6, 2022 Domain Adaptation Machine Translation
— Unverified Heterogeneous Domain Adaptation with Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity May 5, 2022 Domain Adaptation Representation Learning
Code Code Available An Empirical Study on Activity Recognition in Long Surgical Videos May 5, 2022 Action Detection Activity Detection
— Unverified Unsupervised Domain Adaptation Learning for Hierarchical Infant Pose Recognition with Synthetic Data May 4, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Creating a Forensic Database of Shoeprints from Online Shoe Tread Photos May 4, 2022 Benchmarking Depth Estimation
Code Code Available Few-Shot Document-Level Relation Extraction May 4, 2022 Document-level Relation Extraction Domain Adaptation
Code Code Available Disentangled and Side-aware Unsupervised Domain Adaptation for Cross-dataset Subjective Tinnitus Diagnosis May 3, 2022 Domain Adaptation EEG
— Unverified Mixed-effects transformers for hierarchical adaptation May 3, 2022 Domain Adaptation
Code Code Available MTTrans: Cross-Domain Object Detection with Mean-Teacher Transformer May 3, 2022 Domain Adaptation Object
Code Code Available NHA12D: A New Pavement Crack Dataset and a Comparison Study Of Crack Detection Algorithms May 2, 2022 Domain Adaptation
Code Code Available On the generalization capabilities of FSL methods through domain adaptation: a case study in endoscopic kidney stone image classification May 2, 2022 Deep Learning Domain Adaptation
— Unverified Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic Segmentation May 2, 2022 Autonomous Driving Domain Adaptation
Code Code Available Adversarial Soft Prompt Tuning for Cross-Domain Sentiment Analysis May 1, 2022 Domain Adaptation Language Modeling
— Unverified A Comparison of Strategies for Source-Free Domain Adaptation May 1, 2022 Active Learning Data Augmentation
Code Code Available Amazon Alexa AI’s System for IWSLT 2022 Offline Speech Translation Shared Task May 1, 2022 Domain Adaptation Transfer Learning
— Unverified Semi-supervised Domain Adaptation for Dependency Parsing with Dynamic Matching Network May 1, 2022 Dependency Parsing Domain Adaptation
— Unverified Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction May 1, 2022 Domain Adaptation Term Extraction
— Unverified Domain Adaptation meets Individual Fairness. And they get along May 1, 2022 Domain Adaptation Fairness
— Unverified Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic Data Apr 30, 2022 Domain Adaptation Semantic Communication
Code Code Available Source Domain Subset Sampling for Semi-Supervised Domain Adaptation in Semantic Segmentation Apr 30, 2022 Domain Adaptation Semantic Segmentation
— Unverified DIRA: Dynamic Domain Incremental Regularised Adaptation Apr 30, 2022 Domain Adaptation image-classification
Code Code Available Controlled Generation of Unseen Faults for Partial and Open-Partial Domain Adaptation Apr 29, 2022 Domain Adaptation Partial Domain Adaptation
— Unverified Covariance-aware Feature Alignment with Pre-computed Source Statistics for Test-time Adaptation to Multiple Image Corruptions Apr 28, 2022 Domain Adaptation Test-time Adaptation
— Unverified HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation Apr 27, 2022 Domain Adaptation GPU
Code Code Available Modular Domain Adaptation Apr 26, 2022 Domain Adaptation text-classification
Code Code Available ISTRBoost: Importance Sampling Transfer Regression using Boosting Apr 26, 2022 Domain Adaptation regression
— Unverified Efficient Machine Translation Domain Adaptation Apr 26, 2022 Domain Adaptation Language Modeling
Code Code Available ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer Apr 25, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Loss-based Sequential Learning for Active Domain Adaptation Apr 25, 2022 Diversity Domain Adaptation
— Unverified Algorithms and Theory for Supervised Gradual Domain Adaptation Apr 25, 2022 Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Monocular 3D Object Detection via Self-Training Apr 25, 2022 3D Object Detection Autonomous Driving
— Unverified Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation Apr 25, 2022 Continual Learning Domain Adaptation
Code Code Available 