What's in a Domain? Learning Domain-Robust Text Representations using Adversarial Training May 16, 2018 Domain Adaptation Language Identification
Code Code Available Discovering Domain Disentanglement for Generalized Multi-source Domain Adaptation Jul 11, 2022 Disentanglement Domain Adaptation
Code Code Available Uncertainty-Aware Pseudo-Label Filtering for Source-Free Unsupervised Domain Adaptation Mar 17, 2024 Contrastive Learning Domain Adaptation
Code Code Available Mining fine-grained opinions on closed captions of YouTube videos with an attention-RNN Aug 8, 2017 Aspect Extraction Domain Adaptation
Code Code Available CEEBERT: Cross-Domain Inference in Early Exit BERT May 23, 2024 Domain Adaptation
Code Code Available SAILOR: Scaling Anchors via Insights into Latent Object Representation Oct 14, 2022 3D Object Detection Domain Adaptation
Code Code Available Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss Mar 7, 2019 Domain Adaptation General Classification
Code Code Available DisasterNets: Embedding Machine Learning in Disaster Mapping Jun 16, 2023 Attribute Change Detection
Code Code Available Generalization Enhancement Strategies to Enable Cross-year Cropland Mapping with Convolutional Neural Networks Trained Using Historical Samples Aug 12, 2024 Domain Adaptation
Code Code Available Direct domain adaptation through reciprocal linear transformations Aug 17, 2021 Domain Adaptation
Code Code Available Differentially Private Sliced Wasserstein Distance Jul 5, 2021 Domain Adaptation Privacy Preserving
Code Code Available CDMPP: A Device-Model Agnostic Framework for Latency Prediction of Tensor Programs Nov 16, 2023 Domain Adaptation Prediction
Code Code Available Causality-oriented robustness: exploiting general noise interventions Jul 18, 2023 Causal Inference Domain Adaptation
Code Code Available Diagnosing Model Performance Under Distribution Shift Mar 3, 2023 Attribute Domain Adaptation
Code Code Available 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 Causal Embeddings for Recommendation Jun 23, 2017 Domain Adaptation
Code Code Available Generalizable Image Repair for Robust Visual Autonomous Racing Mar 7, 2025 Autonomous Racing Domain Adaptation
Code Code Available Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks Oct 16, 2020 Data Augmentation Domain Adaptation
Code Code Available Temporal Effects on Pre-trained Models for Language Processing Tasks Nov 24, 2021 Domain Adaptation Experimental Design
Code Code Available Demonstration of an Adversarial Attack Against a Multimodal Vision Language Model for Pathology Imaging Jan 4, 2024 Adversarial Attack Domain Adaptation
Code Code Available Mixed-effects transformers for hierarchical adaptation May 3, 2022 Domain Adaptation
Code Code Available Temporal Source Recovery for Time-Series Source-Free Unsupervised Domain Adaptation Sep 29, 2024 Diversity Domain Adaptation
Code Code Available Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection Sep 9, 2021 Contrastive Learning Domain Adaptation
Code Code Available Adapting Object Detectors via Selective Cross-Domain Alignment Jun 1, 2019 Domain Adaptation image-classification
Code Code Available MixMatch Domain Adaptaion: Prize-winning solution for both tracks of VisDA 2019 challenge Oct 9, 2019 Domain Adaptation
Code Code Available Using Confidential Data for Domain Adaptation of Neural Machine Translation Jun 1, 2021 Domain Adaptation Machine Translation
Code Code Available Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation Jul 1, 2018 Domain Adaptation speech-recognition
Code Code Available General Frameworks for Conditional Two-Sample Testing Oct 22, 2024 Domain Adaptation Fairness
Code Code Available General Domain Adaptation Through Proportional Progressive Pseudo Labeling Dec 23, 2020 Anomaly Detection Domain Adaptation
Code Code Available AUC-Oriented Domain Adaptation: From Theory to Algorithm Aug 10, 2023 Disease Prediction Domain Adaptation
Code Code Available Adapting Neural Architectures Between Domains Dec 1, 2020 Domain Adaptation Generalization Bounds
Code Code Available GCAL: Adapting Graph Models to Evolving Domain Shifts May 22, 2025 Bilevel Optimization Domain Adaptation
Code Code Available Unsupervised Domain Adaptation via Calibrating Uncertainties Jul 25, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Causal Domain Adaptation with Copula Entropy based Conditional Independence Test Feb 27, 2022 Causal Discovery Domain Adaptation
Code Code Available Gaze360: Physically Unconstrained Gaze Estimation in the Wild Oct 22, 2019 Domain Adaptation Gaze Estimation
Code Code Available Scalable Causal Domain Adaptation Feb 27, 2021 Causal Discovery Causal Inference
Code Code Available Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical Neuroscience Aug 6, 2023 Diagnostic Domain Adaptation
Code Code Available MLSL: Multi-Level Self-Supervised Learning for Domain Adaptation with Spatially Independent and Semantically Consistent Labeling Sep 30, 2019 Domain Adaptation Self-Supervised Learning
Code Code Available Detect Closer Surfaces that can be Seen: New Modeling and Evaluation in Cross-domain 3D Object Detection Jul 4, 2024 3D Object Detection Autonomous Driving
Code Code Available M&M3D: Multi-Dataset Training and Efficient Network for Multi-view 3D Object Detection Nov 2, 2023 3D Object Detection Domain Adaptation
Code Code Available Understanding and Measuring Psychological Stress using Social Media Nov 19, 2018 Domain Adaptation
Code Code Available Test time Adaptation through Perturbation Robustness Oct 19, 2021 Domain Adaptation Test-time Adaptation
Code Code Available Demystifying Neural Style Transfer Jan 4, 2017 Domain Adaptation Style Transfer
Code Code Available MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation Sep 21, 2023 Domain Adaptation Image Segmentation
Code Code Available DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain Adaptation Sep 13, 2024 Domain Adaptation GRAPH DOMAIN ADAPTATION
Code Code Available Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP Oct 7, 2021 Causal Inference Domain Adaptation
Code Code Available Deep transfer learning method based on automatic domain alignment and moment matching Jul 21, 2022 Domain Adaptation Image Classification
Code Code Available FusDom: Combining In-Domain and Out-of-Domain Knowledge for Continuous Self-Supervised Learning Dec 20, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available Using Language Models to Improve Rule-based Linguistic Annotation of Modern Historical Japanese Corpora Oct 1, 2022 Dependency Parsing Domain Adaptation
Code Code Available Model Compression for Domain Adaptation through Causal Effect Estimation Jan 18, 2021 Domain Adaptation Model Compression
Code Code Available 