An End-to-end Supervised Domain Adaptation Framework for Cross-Domain Change Detection Apr 1, 2022 Change Detection Change detection for remote sensing images
Code Code Available Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation May 26, 2023 Domain Adaptation Machine Translation
Code Code Available D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation Feb 14, 2022 Active Learning Domain Adaptation
Code Code Available A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation Mar 16, 2023 Domain Adaptation image-classification
Code Code Available AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs Mar 17, 2019 Domain Adaptation
Code Code Available Bridging the Domain Gap for Multi-Agent Perception Oct 16, 2022 3D Object Detection Domain Adaptation
Code Code Available ADeLA: Automatic Dense Labeling with Attention for Viewpoint Adaptation in Semantic Segmentation Jul 29, 2021 Domain Adaptation Hallucination
Code Code Available Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery Sep 1, 2022 Domain Adaptation Land Cover Classification
Code Code Available Domain Adaptation of Neural Machine Translation by Lexicon Induction Jun 2, 2019 Domain Adaptation Machine Translation
Code Code Available Enhancing Domain Adaptation through Prompt Gradient Alignment Jun 13, 2024 Domain Adaptation Language Modeling
Code Code Available Angular Gap: Reducing the Uncertainty of Image Difficulty through Model Calibration Jul 18, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Entropy Minimization vs. Diversity Maximization for Domain Adaptation Feb 5, 2020 Diversity Domain Adaptation
Code Code Available AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation Jun 8, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available A Survey of World Models for Autonomous Driving Jan 20, 2025 Anomaly Detection Autonomous Driving
Code Code Available Evaluation of Deep Neural Network Domain Adaptation Techniques for Image Recognition Sep 28, 2021 Domain Adaptation image-classification
Code Code Available Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector Aug 19, 2020 Domain Adaptation
Code Code Available A DIRT-T Approach to Unsupervised Domain Adaptation Feb 23, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic Segmentation Apr 6, 2023 3D Semantic Segmentation Autonomous Driving
Code Code Available Adjustment and Alignment for Unbiased Open Set Domain Adaptation Jan 1, 2023 Domain Adaptation Model Optimization
Code Code Available Exploring Categorical Regularization for Domain Adaptive Object Detection Mar 20, 2020 Domain Adaptation Object
Code Code Available Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation Sep 6, 2021 Domain Adaptation Event-based vision
Code Code Available Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers Jul 27, 2021 Decoder Domain Adaptation
Code Code Available Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation Jun 14, 2024 Domain Adaptation Out-of-Distribution Generalization
Code Code Available Extremely weakly-supervised blood vessel segmentation with physiologically based synthesis and domain adaptation May 26, 2023 Domain Adaptation
Code Code Available Fact or Fiction: Verifying Scientific Claims Apr 30, 2020 Claim Verification Domain Adaptation
Code Code Available Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents May 25, 2022 Abstractive Text Summarization Disentanglement
Code Code Available FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification Jul 11, 2024 Domain Adaptation Fairness
Code Code Available Anomaly Detection in IR Images of PV Modules using Supervised Contrastive Learning Dec 6, 2021 Anomaly Detection Contrastive Learning
Code Code Available CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning Sep 30, 2021 Activity Recognition Contrastive Learning
Code Code Available A Survey on Deep Multi-modal Learning for Body Language Recognition and Generation Aug 17, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available Federated Adversarial Debiasing for Fair and Transferable Representations Aug 14, 2021 Domain Adaptation Federated Learning
Code Code Available Federated Transfer Learning for EEG Signal Classification Apr 26, 2020 Classification Domain Adaptation
Code Code Available Few-shot Adaptation Works with UnpredicTable Data Aug 1, 2022 Domain Adaptation Few-Shot Learning
Code Code Available Few-Shot Document-Level Relation Extraction May 4, 2022 Document-level Relation Extraction Domain Adaptation
Code Code Available Few-Shot Domain Adaptation for Low Light RAW Image Enhancement Mar 27, 2023 Domain Adaptation Image Enhancement
Code Code Available Few-Shot Domain Adaptation with Polymorphic Transformers Jul 10, 2021 Domain Adaptation Segmentation
Code Code Available Finding Sparse Structures for Domain Specific Neural Machine Translation Dec 19, 2020 Domain Adaptation Machine Translation
Code Code Available FineFake: A Knowledge-Enriched Dataset for Fine-Grained Multi-Domain Fake News Detection Mar 30, 2024 Domain Adaptation Fake News Detection
Code Code Available Fine-tuning large language models for domain adaptation: Exploration of training strategies, scaling, model merging and synergistic capabilities Sep 5, 2024 Domain Adaptation Image Generation
Code Code Available Fine-Tuning Strategies for Continual Online EEG Motor Imagery Decoding: Insights from a Large-Scale Longitudinal Study Feb 5, 2025 Decoder Domain Adaptation
Code Code Available CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation Sep 19, 2021 Domain Adaptation Domain Generalization
Code Code Available BoMuDANet: Unsupervised Adaptation for Visual Scene Understanding in Unstructured Driving Environments Sep 22, 2020 Domain Adaptation Scene Understanding
Code Code Available FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation Apr 7, 2024 Data Augmentation Domain Adaptation
Code Code Available An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation Jul 3, 2024 Domain Adaptation Image Segmentation
Code Code Available Tent: Fully Test-time Adaptation by Entropy Minimization Jun 18, 2020 Domain Adaptation General Classification
Code Code Available Functional optimal transport: map estimation and domain adaptation for functional data Feb 7, 2021 Domain Adaptation Transfer Learning
Code Code Available GaitSADA: Self-Aligned Domain Adaptation for mmWave Gait Recognition Jan 31, 2023 Contrastive Learning Domain Adaptation
Code Code Available GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation Oct 22, 2024 Domain Adaptation GRAPH DOMAIN ADAPTATION
Code Code Available Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization Dec 21, 2021 Domain Adaptation Domain Generalization
Code Code Available On Transportation of Mini-batches: A Hierarchical Approach Feb 11, 2021 Domain Adaptation
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