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 CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic Segmentation Jan 1, 2023 Domain Adaptation Semantic Segmentation
Code Code Available 5 Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis Dec 5, 2023 Domain Adaptation Fault Diagnosis
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 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 CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Sep 13, 2021 Domain Adaptation Unsupervised Domain Adaptation
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 3D Vision and Language Pretraining with Large-Scale Synthetic Data Jul 8, 2024 Dense Captioning Diversity
Code Code Available 5 Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift May 25, 2021 Domain Adaptation Few-Shot Learning
Code Code Available 5 Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation Sep 6, 2021 Domain Adaptation Event-based vision
Code Code Available 5 Adversarial-Learned Loss for Domain Adaptation Jan 4, 2020 Domain Adaptation Pseudo Label
Code Code Available 5 Adversarial Reweighting for Partial Domain Adaptation Dec 1, 2021 Domain Adaptation Partial Domain Adaptation
Code Code Available 5 Adapting the Mean Teacher for keypoint-based lung registration under geometric domain shifts Jul 1, 2022 Domain Adaptation Image Registration
Code Code Available 5 Adversarial Reweighting with α-Power Maximization for Domain Adaptation Apr 26, 2024 Domain Adaptation Test-time Adaptation
Code Code Available 5 Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation Apr 13, 2020 Domain Adaptation domain classification
Code Code Available 5 Bridging the Domain Gap for Multi-Agent Perception Oct 16, 2022 3D Object Detection Domain Adaptation
Code Code Available 5 Adapting Vision-Language Foundation Model for Next Generation Medical Ultrasound Image Analysis Jun 10, 2025 Domain Adaptation Large Language Model
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 Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation Mar 5, 2020 Action Segmentation Domain Adaptation
Code Code Available 5 Affinity Space Adaptation for Semantic Segmentation Across Domains Sep 26, 2020 Domain Adaptation Segmentation
Code Code Available 5 Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error Aug 6, 2023 Domain Adaptation Model Selection
Code Code Available 5 Adaptive-Attentive Geolocalization from few queries: a hybrid approach Oct 14, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Jun 16, 2022 2D Semantic Segmentation Autonomous Driving
Code Code Available 5 Category Contrast for Unsupervised Domain Adaptation in Visual Tasks Jun 5, 2021 Contrastive Learning Domain Adaptation
Code Code Available 5 Agnostic Federated Learning Feb 1, 2019 Cloud Computing Domain Adaptation
Code Code Available 5 Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation Mar 29, 2021 Domain Adaptation Scene Segmentation
Code Code Available 5 Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings Oct 16, 2020 Active Learning Clustering
Code Code Available 5 AIF-SFDA: Autonomous Information Filter-driven Source-Free Domain Adaptation for Medical Image Segmentation Jan 6, 2025 Domain Adaptation Image Segmentation
Code Code Available 5 A2-LINK: Recognizing Disguised Faces via Active Learning and Adversarial Noise based Inter-Domain Knowledge Jun 1, 2020 Active Learning Domain Adaptation
Code Code Available 5 A Joint Pixel and Feature Alignment Framework for Cross-dataset Palmprint Recognition May 25, 2020 Data Augmentation Domain Adaptation
Code Code Available 5 A Knowledge Distillation Framework For Enhancing Ear-EEG Based Sleep Staging With Scalp-EEG Data Oct 27, 2022 Domain Adaptation EEG
Code Code Available 5 A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability May 17, 2024 Attribute Domain Adaptation
Code Code Available 5 Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Aug 5, 2024 Domain Adaptation Knowledge Distillation
Code Code Available 5 Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency Jun 16, 2022 Domain Adaptation Object Recognition
Code Code Available 5 Active Learning for Domain Adaptation: An Energy-Based Approach Dec 2, 2021 Active Learning Domain Adaptation
Code Code Available 5 A-LINK: Recognizing Disguised Faces via Active Learning based Inter-Domain Knowledge Sep 23, 2019 Active Learning Domain Adaptation
Code Code Available 5 Class-Incremental Domain Adaptation with Smoothing and Calibration for Surgical Report Generation Jul 23, 2021 Domain Adaptation Few-Shot Learning
Code Code Available 5 Adaptive Machine Translation with Large Language Models Jan 30, 2023 Decoder Domain Adaptation
Code Code Available 5 Always Clear Depth: Robust Monocular Depth Estimation under Adverse Weather May 18, 2025 Autonomous Driving Depth Estimation
Code Code Available 5 Always Clear Days: Degradation Type and Severity Aware All-In-One Adverse Weather Removal Oct 27, 2023 All Domain Adaptation
Code Code Available 5 A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation Mar 5, 2020 Domain Adaptation Partial Domain Adaptation
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 of Domain Shift Impact on U-Net Layers in MRI Segmentation Jul 10, 2021 Anatomy Domain Adaptation
Code Code Available 5 Learning Robust Global Representations by Penalizing Local Predictive Power May 29, 2019 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 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 5 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 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 Adversarial Weighting for Domain Adaptation in Regression Jun 15, 2020 Domain Adaptation regression
Code Code Available 5 Bridging Theory and Algorithm for Domain Adaptation Apr 11, 2019 Domain Adaptation Generalization Bounds
Code Code Available 5 