Active Source Free Domain Adaptation May 22, 2022 Domain Adaptation Source-Free Domain Adaptation
— Unverified OTAdapt: Optimal Transport-based Approach For Unsupervised Domain Adaptation May 22, 2022 Domain Adaptation Object Recognition
— Unverified Explainable Supervised Domain Adaptation May 20, 2022 Domain Adaptation
— Unverified MiDAS: Multi-integrated Domain Adaptive Supervision for Fake News Detection May 19, 2022 Domain Adaptation Fake News Detection
— Unverified Learn2Weight: Parameter Adaptation against Similar-domain Adversarial Attacks May 15, 2022 Adversarial Attack Domain Adaptation
— Unverified Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification May 15, 2022 Complex Word Identification Domain Adaptation
— Unverified 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 Knowledge Distillation for Multi-Target Domain Adaptation in Real-Time Person Re-Identification May 12, 2022 Domain Adaptation Knowledge Distillation
Code Code Available 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 Cross-lingual Adaptation for Recipe Retrieval with Mixup May 8, 2022 Domain Adaptation Retrieval
— Unverified Towards Robust 3D Object Recognition with Dense-to-Sparse Deep Domain Adaptation May 7, 2022 3D Object Recognition Autonomous Vehicles
— Unverified Time-Series Domain Adaptation via Sparse Associative Structure Alignment: Learning Invariance and Variance May 7, 2022 Domain Adaptation Time Series
— Unverified Bridging the Domain Gap for Stance Detection for the Zulu language May 6, 2022 Domain Adaptation Machine Translation
— Unverified An Empirical Study on Activity Recognition in Long Surgical Videos May 5, 2022 Action Detection Activity Detection
— 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 Unsupervised Domain Adaptation Learning for Hierarchical Infant Pose Recognition with Synthetic Data May 4, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified 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 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 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 Adversarial Soft Prompt Tuning for Cross-Domain Sentiment Analysis May 1, 2022 Domain Adaptation Language Modeling
— Unverified Domain Adaptation meets Individual Fairness. And they get along May 1, 2022 Domain Adaptation Fairness
— Unverified DIRA: Dynamic Domain Incremental Regularised Adaptation Apr 30, 2022 Domain Adaptation image-classification
Code Code Available Source Domain Subset Sampling for Semi-Supervised Domain Adaptation in Semantic Segmentation Apr 30, 2022 Domain Adaptation Semantic Segmentation
— Unverified 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 Modular Domain Adaptation Apr 26, 2022 Domain Adaptation text-classification
Code Code Available Efficient Machine Translation Domain Adaptation Apr 26, 2022 Domain Adaptation Language Modeling
Code Code Available ISTRBoost: Importance Sampling Transfer Regression using Boosting Apr 26, 2022 Domain Adaptation regression
— Unverified Algorithms and Theory for Supervised Gradual Domain Adaptation Apr 25, 2022 Domain Adaptation
— Unverified Loss-based Sequential Learning for Active Domain Adaptation Apr 25, 2022 Diversity Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Monocular 3D Object Detection via Self-Training Apr 25, 2022 3D Object Detection Autonomous Driving
— Unverified Source-Free Domain Adaptation via Distribution Estimation Apr 24, 2022 Domain Adaptation Privacy Preserving
Code Code Available Can domain adaptation make object recognition work for everyone? Apr 23, 2022 Domain Adaptation Object
— Unverified ADA-VAD: Unpaired Adversarial Domain Adaptation for Noise-Robust Voice Activity Detection Apr 22, 2022 Action Detection Activity Detection
— Unverified Detecting early signs of depression in the conversational domain: The role of transfer learning in low-resource scenarios Apr 22, 2022 Domain Adaptation Transfer Learning
Code Code Available DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation Apr 20, 2022 Domain Adaptation Machine Translation
— Unverified DAME: Domain Adaptation for Matching Entities Apr 20, 2022 Domain Adaptation Zero-Shot Learning
Code Code Available Augmentation of Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models Apr 19, 2022 Data Augmentation Domain Adaptation
— Unverified Unsupervised domain adaptation and super resolution on drone images for autonomous dry herbage biomass estimation Apr 18, 2022 Deep Learning Domain Adaptation
Code Code Available Unsupervised Contrastive Domain Adaptation for Semantic Segmentation Apr 18, 2022 Contrastive Learning Domain Adaptation
— Unverified Benchmarking Domain Generalization on EEG-based Emotion Recognition Apr 18, 2022 Benchmarking Domain Adaptation
— Unverified Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection Apr 17, 2022 Disentanglement Domain Adaptation
— Unverified Learning Compositional Representations for Effective Low-Shot Generalization Apr 17, 2022 Attribute Domain Adaptation
— Unverified Nested Named Entity Recognition as Holistic Structure Parsing Apr 17, 2022 Domain Adaptation named-entity-recognition
— Unverified 