RAIN: RegulArization on Input and Network for Black-Box Domain Adaptation Aug 22, 2022 Data Augmentation Domain Adaptation
Code Code Available MentorGNN: Deriving Curriculum for Pre-Training GNNs Aug 21, 2022 Domain Adaptation Graph Mining
Code Code Available Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic Segmentation Aug 21, 2022 Domain Adaptation Segmentation
Code Code Available Contrastive Domain Adaptation for Early Misinformation Detection: A Case Study on COVID-19 Aug 20, 2022 Domain Adaptation Misinformation
Code Code Available A physics-based domain adaptation framework for modelling and forecasting building energy systems Aug 19, 2022 Domain Adaptation energy management
— Unverified ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization Aug 19, 2022 Activity Recognition Cross-Domain Activity Recognition
— Unverified Cross-Domain Evaluation of a Deep Learning-Based Type Inference System Aug 19, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Test-time Training for Data-efficient UCDR Aug 19, 2022 Domain Adaptation Image Classification
Code Code Available Effective Transfer Learning for Low-Resource Natural Language Understanding Aug 19, 2022 Domain Adaptation Natural Language Understanding
— Unverified Semi-supervised domain adaptation with CycleGAN guided by a downstream task loss Aug 18, 2022 Domain Adaptation Image-to-Image Translation
— Unverified Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures Aug 18, 2022 Anatomy Contrastive Learning
Code Code Available Domain-Specific Risk Minimization for Out-of-Distribution Generalization Aug 18, 2022 Domain Adaptation Domain Generalization
Code Code Available Domain Camera Adaptation and Collaborative Multiple Feature Clustering for Unsupervised Person Re-ID Aug 18, 2022 Clustering Domain Adaptation
— Unverified ATPL: Mutually enhanced adversarial training and pseudo labeling for unsupervised domain adaptation Aug 17, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified LAMA-Net: Unsupervised Domain Adaptation via Latent Alignment and Manifold Learning for RUL Prediction Aug 17, 2022 Decoder Domain Adaptation
— Unverified Cross-Domain Few-Shot Classification via Inter-Source Stylization Aug 17, 2022 Classification Cross-Domain Few-Shot
— Unverified Summarizing Patients Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models Aug 17, 2022 Data Augmentation Diagnostic
— Unverified Introducing Intermediate Domains for Effective Self-Training during Test-Time Aug 16, 2022 Domain Adaptation Scene Segmentation
— Unverified Unsupervised Domain Adaptation for Segmentation with Black-box Source Model Aug 16, 2022 Domain Adaptation Knowledge Distillation
— Unverified Uncertainty-guided Source-free Domain Adaptation Aug 16, 2022 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Subtype-Aware Dynamic Unsupervised Domain Adaptation Aug 16, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised domain adaptation semantic segmentation of high-resolution remote sensing imagery with invariant domain-level prototype memory Aug 16, 2022 Domain Adaptation Pseudo Label
Code Code Available Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective Aug 15, 2022 Action Recognition Disentanglement
Code Code Available Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives Aug 15, 2022 Domain Adaptation Domain Generalization
— Unverified Three New Validators and a Large-Scale Benchmark Ranking for Unsupervised Domain Adaptation Aug 15, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Learning to Infer Counterfactuals: Meta-Learning for Estimating Multiple Imbalanced Treatment Effects Aug 13, 2022 counterfactual Counterfactual Inference
— Unverified Memory Efficient Temporal & Visual Graph Model for Unsupervised Video Domain Adaptation Aug 13, 2022 Domain Adaptation Graph Attention
— Unverified Combating Label Distribution Shift for Active Domain Adaptation Aug 13, 2022 Domain Adaptation
— Unverified Automated Utterance Labeling of Conversations Using Natural Language Processing Aug 12, 2022 Domain Adaptation
Code Code Available Private Domain Adaptation from a Public Source Aug 12, 2022 Domain Adaptation
— Unverified Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation Aug 12, 2022 Contrastive Learning Domain Adaptation
Code Code Available Continual Unsupervised Domain Adaptation for Semantic Segmentation using a Class-Specific Transfer Aug 12, 2022 Data Augmentation Domain Adaptation
— Unverified Domain-invariant Prototypes for Semantic Segmentation Aug 12, 2022 Domain Adaptation Few-Shot Learning
— Unverified Disentangled Modeling of Domain and Relevance for Adaptable Dense Retrieval Aug 11, 2022 Ad-Hoc Information Retrieval Domain Adaptation
Code Code Available Domain-Specific Text Generation for Machine Translation Aug 11, 2022 Data Augmentation Domain Adaptation
Code Code Available Semantic Self-adaptation: Enhancing Generalization with a Single Sample Aug 10, 2022 Domain Adaptation Domain Generalization
Code Code Available Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation Aug 10, 2022 Domain Adaptation Incremental Learning
— Unverified Leveraging Endo- and Exo-Temporal Regularization for Black-box Video Domain Adaptation Aug 10, 2022 Action Recognition Domain Adaptation
— Unverified Dual Domain-Adversarial Learning for Audio-Visual Saliency Prediction Aug 10, 2022 Domain Adaptation Prediction
— Unverified Unsupervised Domain Adaptation for Point Cloud Semantic Segmentation via Graph Matching Aug 9, 2022 Domain Adaptation Graph Matching
— Unverified Vernacular Search Query Translation with Unsupervised Domain Adaptation Aug 7, 2022 Cross-Lingual Information Retrieval Domain Adaptation
— Unverified RadTex: Learning Efficient Radiograph Representations from Text Reports Aug 5, 2022 Classification Decoder
— Unverified Joint Attention-Driven Domain Fusion and Noise-Tolerant Learning for Multi-Source Domain Adaptation Aug 5, 2022 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
— Unverified Applied monocular reconstruction of parametric faces with domain engineering Aug 5, 2022 Domain Adaptation Monocular Reconstruction
— Unverified Cluster-to-adapt: Few Shot Domain Adaptation for Semantic Segmentation across Disjoint Labels Aug 4, 2022 Clustering Domain Adaptation
— Unverified Interpretable bilinear attention network with domain adaptation improves drug-target prediction Aug 3, 2022 Domain Adaptation Drug Discovery
Code Code Available Large-scale Building Damage Assessment using a Novel Hierarchical Transformer Architecture on Satellite Images Aug 3, 2022 Building Damage Assessment Change Detection
Code Code Available DAPDAG: Domain Adaptation via Perturbed DAG Reconstruction Aug 2, 2022 Decoder Domain Adaptation
— Unverified Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation Aug 2, 2022 Domain Adaptation Pseudo Label
Code Code Available Few-shot Adaptation Works with UnpredicTable Data Aug 1, 2022 Domain Adaptation Few-Shot Learning
Code Code Available 