Let's Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games Jul 12, 2021 Action Classification Activity Recognition
Code Code Available LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation Dec 5, 2022 Domain Adaptation Image Segmentation
Code Code Available LiDAR-CS Dataset: LiDAR Point Cloud Dataset with Cross-Sensors for 3D Object Detection Jan 29, 2023 3D Object Detection Autonomous Driving
Code Code Available Limitations of Post-Hoc Feature Alignment for Robustness Mar 10, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available BlenDA: Domain Adaptive Object Detection through diffusion-based blending Jan 18, 2024 Domain Adaptation Image-to-Image Translation
Code Code Available Always Clear Days: Degradation Type and Severity Aware All-In-One Adverse Weather Removal Oct 27, 2023 All Domain Adaptation
Code Code Available Always Clear Depth: Robust Monocular Depth Estimation under Adverse Weather May 18, 2025 Autonomous Driving Depth Estimation
Code Code Available ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods Oct 6, 2021 Conditional Image Generation Domain Adaptation
Code Code Available BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation Apr 6, 2022 Clustering Domain Adaptation
Code Code Available On Transportation of Mini-batches: A Hierarchical Approach Feb 11, 2021 Domain Adaptation
Code Code Available BoMuDANet: Unsupervised Adaptation for Visual Scene Understanding in Unstructured Driving Environments Sep 22, 2020 Domain Adaptation Scene Understanding
Code Code Available Long-tailed Distribution Adaptation Oct 6, 2021 Domain Adaptation Instance Segmentation
Code Code Available M2D2: A Massively Multi-domain Language Modeling Dataset Oct 13, 2022 Domain Adaptation Domain Generalization
Code Code Available m^4Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter Oct 21, 2022 Domain Adaptation Machine Translation
Code Code Available Confidence Score for Source-Free Unsupervised Domain Adaptation Jun 14, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available CLIP-Guided Source-Free Object Detection in Aerial Images Jan 10, 2024 Domain Adaptation Object
Code Code Available Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization Sep 14, 2023 Domain Adaptation Text Summarization
Code Code Available MambaNUT: Nighttime UAV Tracking via Mamba-based Adaptive Curriculum Learning Dec 1, 2024 Domain Adaptation Image Enhancement
Code Code Available AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization Mar 21, 2021 Abstractive Text Summarization Domain Adaptation
Code Code Available CLIP4IDC: CLIP for Image Difference Captioning Jun 1, 2022 Domain Adaptation Image Classification
Code Code Available Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation Dec 2, 2023 Domain Adaptation Image Enhancement
Code Code Available Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation Mar 15, 2021 Cardiac Segmentation Contrastive Learning
Code Code Available A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training Oct 3, 2022 Domain Adaptation Multi-target Domain Adaptation
Code Code Available Confident Anchor-Induced Multi-Source Free Domain Adaptation Dec 1, 2021 Domain Adaptation Pseudo Label
Code Code Available Confidence-based Visual Dispersal for Few-shot Unsupervised Domain Adaptation Sep 27, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available The Effect of Domain and Diacritics in Yorùbá-English Neural Machine Translation Mar 15, 2021 Benchmarking Domain Adaptation
Code Code Available UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline Dec 20, 2022 3D Semantic Segmentation Domain Adaptation
Code Code Available MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation Mar 25, 2021 Classification Domain Adaptation
Code Code Available Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation Mar 3, 2021 Domain Adaptation Low Resource Neural Machine Translation
Code Code Available Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification Jul 26, 2021 Domain Adaptation Few-Shot Text Classification
Code Code Available ConDo: Continual Domain Expansion for Absolute Pose Regression Dec 18, 2024 Domain Adaptation regression
Code Code Available Confidence Regularized Self-Training Aug 26, 2019 Domain Adaptation image-classification
Code Code Available Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram Synthesis Aug 6, 2024 Data Augmentation Domain Adaptation
Code Code Available Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks Oct 15, 2021 Domain Adaptation
Code Code Available Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis Jan 7, 2020 Domain Adaptation Fault Diagnosis
Code Code Available Break-It-Fix-It: Unsupervised Learning for Program Repair Jun 11, 2021 C++ code Code Repair
Code Code Available mixEEG: Enhancing EEG Federated Learning for Cross-subject EEG Classification with Tailored mixup Apr 7, 2025 Domain Adaptation EEG
Code Code Available Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance Nov 18, 2022 Bayesian Inference Domain Adaptation
Code Code Available ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing Oct 20, 2022 Domain Adaptation Object Detection
Code Code Available CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information Jun 22, 2020 Domain Adaptation
Code Code Available Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data Oct 7, 2021 Contrastive Learning Domain Adaptation
Code Code Available MoPA: Multi-Modal Prior Aided Domain Adaptation for 3D Semantic Segmentation Sep 21, 2023 3D Semantic Segmentation Domain Adaptation
Code Code Available CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation Aug 27, 2022 Contrastive Learning Domain Adaptation
Code Code Available MOST: Multi-Source Domain Adaptation via Optimal Transport for Student-Teacher Learning May 13, 2021 Domain Adaptation Imitation Learning
Code Code Available MS3D: Leveraging Multiple Detectors for Unsupervised Domain Adaptation in 3D Object Detection Apr 5, 2023 3D Object Detection Density Estimation
Code Code Available Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift May 25, 2021 Domain Adaptation Few-Shot Learning
Code Code Available Active Test-Time Adaptation: Theoretical Analyses and An Algorithm Apr 7, 2024 Active Learning Domain Adaptation
Code Code Available Multi-Anchor Active Domain Adaptation for Semantic Segmentation Aug 18, 2021 Active Learning Domain Adaptation
Code Code Available Multi-Domain Multilingual Question Answering Nov 1, 2021 Cross-Lingual Transfer Domain Adaptation
Code Code Available Continual self-training with bootstrapped remixing for speech enhancement Oct 19, 2021 Domain Adaptation Speech Enhancement
Code Code Available 