Bridging the Domain Gap for Multi-Agent Perception Oct 16, 2022 3D Object Detection Domain Adaptation
Code Code Available 5 PixelShuffler: A Simple Image Translation Through Pixel Rearrangement Oct 3, 2024 Colorization Domain Adaptation
Code Code Available 5 Domain Adaptive Faster R-CNN for Object Detection in the Wild Mar 8, 2018 Domain Adaptation Object
Code Code Available 5 Domain-Adaptive Few-Shot Learning Mar 19, 2020 Domain Adaptation Few-Shot Learning
Code Code Available 5 Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation May 26, 2023 Domain Adaptation Machine Translation
Code Code Available 5 AD-CLIP: Adapting Domains in Prompt Space Using CLIP Aug 10, 2023 Contrastive Learning Domain Adaptation
Code Code Available 5 CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic Segmentation Jan 1, 2023 Domain Adaptation Semantic Segmentation
Code Code Available 5 Anatomy-guided domain adaptation for 3D in-bed human pose estimation Nov 22, 2022 3D Human Pose Estimation Anatomy
Code Code Available 5 Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration Apr 14, 2021 Anatomy Diagnostic
Code Code Available 5 A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Apr 18, 2017 BIG-bench Machine Learning Domain Adaptation
Code Code Available 5 Bridging Theory and Algorithm for Domain Adaptation Apr 11, 2019 Domain Adaptation Generalization Bounds
Code Code Available 5 Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation Jul 10, 2021 Anatomy Domain Adaptation
Code Code Available 5 A Broad Study of Pre-training for Domain Generalization and Adaptation Mar 22, 2022 Domain Adaptation Domain Generalization
Code Code Available 5 Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Apr 28, 2021 Depth Estimation Depth Prediction
Code Code Available 5 Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities Feb 8, 2022 Domain Adaptation Graph Mining
Code Code Available 5 Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data Jun 20, 2022 Classification Domain Adaptation
Code Code Available 5 Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation Jun 14, 2024 Domain Adaptation Out-of-Distribution Generalization
Code Code Available 5 Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing Nov 4, 2022 Domain Adaptation Semantic Segmentation
Code Code Available 5 Progressive Graph Learning for Open-Set Domain Adaptation Jun 22, 2020 Domain Adaptation Graph Learning
Code Code Available 5 Progressive Classifier and Feature Extractor Adaptation for Unsupervised Domain Adaptation on Point Clouds Nov 27, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available 5 Domain Attention Consistency for Multi-Source Domain Adaptation Nov 6, 2021 Attribute Domain Adaptation
Code Code Available 5 Domain-Adversarial Training of Neural Networks May 28, 2015 Domain Adaptation Domain Generalization
Code Code Available 5 Improving Mini-batch Optimal Transport via Partial Transportation Aug 22, 2021 Domain Adaptation Partial Domain Adaptation
Code Code Available 5 Prompt Tuning for Audio Deepfake Detection: Computationally Efficient Test-time Domain Adaptation with Limited Target Dataset Oct 13, 2024 Audio Deepfake Detection Computational Efficiency
Code Code Available 5 Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised Domain Adaptation Jul 22, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation Mar 31, 2021 Contrastive Learning Domain Adaptation
Code Code Available 5 FACMIC: Federated Adaptative CLIP Model for Medical Image Classification Oct 8, 2024 Domain Adaptation Federated Learning
Code Code Available 5 Domain Conditioned Adaptation Network May 14, 2020 Domain Adaptation
Code Code Available 5 Fast Batch Nuclear-norm Maximization and Minimization for Robust Domain Adaptation Jul 13, 2021 Diversity Domain Adaptation
Code Code Available 5 Domain-Indexing Variational Bayes: Interpretable Domain Index for Domain Adaptation Feb 6, 2023 Domain Adaptation
Code Code Available 5 Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification? Nov 17, 2019 Data Summarization Domain Adaptation
Code Code Available 5 Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation Aug 12, 2022 Contrastive Learning Domain Adaptation
Code Code Available 5 CADA: Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation Oct 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 DomainMix: Learning Generalizable Person Re-Identification Without Human Annotations Nov 24, 2020 Domain Adaptation Generalizable Person Re-identification
Code Code Available 5 Domain Re-Modulation for Few-Shot Generative Domain Adaptation Feb 6, 2023 Domain Adaptation
Code Code Available 5 QUERT: Continual Pre-training of Language Model for Query Understanding in Travel Domain Search Jun 11, 2023 Domain Adaptation Language Modeling
Code Code Available 5 CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning Sep 30, 2021 Activity Recognition Contrastive Learning
Code Code Available 5 Domain-Specific Risk Minimization for Out-of-Distribution Generalization Aug 18, 2022 Domain Adaptation Domain Generalization
Code Code Available 5 Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis Dec 5, 2023 Domain Adaptation Fault Diagnosis
Code Code Available 5 Domain-Specific Human-Inspired Binarized Statistical Image Features for Iris Recognition Jul 13, 2018 Domain Adaptation Iris Recognition
Code Code Available 5 DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles Mar 5, 2025 Domain Adaptation Image to text
Code Code Available 5 Domain-Specific Text Generation for Machine Translation Aug 11, 2022 Data Augmentation Domain Adaptation
Code Code Available 5 Exploring Data Aggregation and Transformations to Generalize across Visual Domains Aug 20, 2021 Data Augmentation Domain Adaptation
Code Code Available 5 Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift Adaptation Jan 21, 2019 Diabetic Retinopathy Detection Domain Adaptation
Code Code Available 5 Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation May 23, 2021 Domain Adaptation Segmentation
Code Code Available 5 Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization Jul 9, 2021 Classification Domain Adaptation
Code Code Available 5 Drug Discovery under Covariate Shift with Domain-Informed Prior Distributions over Functions Jul 14, 2023 Domain Adaptation Drug Discovery
Code Code Available 5 Camera Distortion-aware 3D Human Pose Estimation in Video with Optimization-based Meta-Learning Nov 30, 2021 3D Human Pose Estimation Camera Calibration
Code Code Available 5 DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation Jul 20, 2021 Domain Adaptation Semantic Segmentation
Code Code Available 5 Exploring Categorical Regularization for Domain Adaptive Object Detection Mar 20, 2020 Domain Adaptation Object
Code Code Available 5 