ToDER: Towards Colonoscopy Depth Estimation and Reconstruction with Geometry Constraint Adaptation Jul 23, 2024 Depth Estimation Domain Adaptation
— Unverified RADA: Robust and Accurate Feature Learning with Domain Adaptation Jul 22, 2024 Camera Pose Estimation Domain Adaptation
— Unverified Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Jul 22, 2024 Domain Adaptation image-classification
Code Code Available Rethinking Domain Adaptation and Generalization in the Era of CLIP Jul 21, 2024 Domain Adaptation Zero-Shot Learning
— Unverified Non-Reference Quality Assessment for Medical Imaging: Application to Synthetic Brain MRIs Jul 20, 2024 Benchmarking Domain Adaptation
— Unverified Multi-Source and Test-Time Domain Adaptation on Multivariate Signals using Spatio-Temporal Monge Alignment Jul 19, 2024 Domain Adaptation
— Unverified Domain Adaptation for Industrial Time-series Forecasting via Counterfactual Inference Jul 19, 2024 counterfactual Counterfactual Inference
— Unverified MC-PanDA: Mask Confidence for Panoptic Domain Adaptation Jul 19, 2024 Domain Adaptation Panoptic Segmentation
Code Code Available Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model Jul 19, 2024 Domain Adaptation Out-of-Distribution Detection
Code Code Available Training-Free Model Merging for Multi-target Domain Adaptation Jul 18, 2024 Domain Adaptation Multi-target Domain Adaptation
— Unverified Fully Test-Time rPPG Estimation via Synthetic Signal-Guided Feature Learning Jul 18, 2024 Domain Adaptation Domain Generalization
— Unverified FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions Jul 18, 2024 Domain Adaptation Segmentation
— Unverified Privacy-Preserving Adaptive Re-Identification without Image Transfer Jul 17, 2024 Domain Adaptation Privacy Preserving
Code Code Available Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection Jul 17, 2024 Data Augmentation Domain Adaptation
— Unverified Contrastive Adversarial Training for Unsupervised Domain Adaptation Jul 17, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Dataset Dictionary Learning in a Wasserstein Space for Federated Domain Adaptation Jul 16, 2024 Dictionary Learning Domain Adaptation
— Unverified Monocular pose estimation of articulated surgical instruments in open surgery Jul 16, 2024 6D Pose Estimation Domain Adaptation
— Unverified AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization Jul 16, 2024 Abstractive Text Summarization Domain Adaptation
Code Code Available Human-Centric Transformer for Domain Adaptive Action Recognition Jul 15, 2024 Action Recognition Domain Adaptation
— Unverified Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment Jul 15, 2024 Domain Adaptation Memorization
— Unverified Revisiting Adaptive Cellular Recognition Under Domain Shifts: A Contextual Correspondence View Jul 14, 2024 Domain Adaptation Miscellaneous
Code Code Available Sim-to-Real Domain Adaptation for Deformation Classification Jul 13, 2024 Classification Domain Adaptation
Code Code Available The Sociolinguistic Foundations of Language Modeling Jul 12, 2024 Domain Adaptation Language Modeling
— Unverified An Unsupervised Domain Adaptation Method for Locating Manipulated Region in partially fake Audio Jul 11, 2024 Data Augmentation Diversity
— Unverified S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation Jul 10, 2024 Domain Adaptation Domain Generalization
— Unverified CEIA: CLIP-Based Event-Image Alignment for Open-World Event-Based Understanding Jul 9, 2024 Contrastive Learning Domain Adaptation
— Unverified D-MASTER: Mask Annealed Transformer for Unsupervised Domain Adaptation in Breast Cancer Detection from Mammograms Jul 9, 2024 Breast Cancer Detection Domain Adaptation
— Unverified Weakly Supervised Test-Time Domain Adaptation for Object Detection Jul 8, 2024 Domain Adaptation Object
Code Code Available Test-time adaptation for geospatial point cloud semantic segmentation with distinct domain shifts Jul 8, 2024 Domain Adaptation Self-Supervised Learning
— Unverified Semantic Segmentation for Real-World and Synthetic Vehicle's Forward-Facing Camera Images Jul 7, 2024 Domain Adaptation Optical Character Recognition (OCR)
— Unverified A Domain Adaptation Model for Carotid Ultrasound: Image Harmonization, Noise Reduction, and Impact on Cardiovascular Risk Markers Jul 6, 2024 Anatomy Denoising
— Unverified Written Term Detection Improves Spoken Term Detection Jul 5, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Leveraging Data Mining, Active Learning, and Domain Adaptation in a Multi-Stage, Machine Learning-Driven Approach for the Efficient Discovery of Advanced Acidic Oxygen Evolution Electrocatalysts Jul 5, 2024 Active Learning Domain Adaptation
— Unverified Query-Guided Self-Supervised Summarization of Nursing Notes Jul 4, 2024 Abstractive Text Summarization Domain Adaptation
— Unverified 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 Geodesic Optimization for Predictive Shift Adaptation on EEG data Jul 4, 2024 Domain Adaptation EEG
— Unverified POSTURE: Pose Guided Unsupervised Domain Adaptation for Human Body Part Segmentation Jul 4, 2024 Domain Adaptation Segmentation
— Unverified EMPL: A novel Efficient Meta Prompt Learning Framework for Few-shot Unsupervised Domain Adaptation Jul 4, 2024 Bilevel Optimization Domain Adaptation
— Unverified Multi-Task Domain Adaptation for Language Grounding with 3D Objects Jul 3, 2024 Domain Adaptation Multi-Task Learning
— Unverified Domain-Aware Fine-Tuning of Foundation Models Jul 3, 2024 Domain Adaptation
— Unverified The Art of the Steal: Purloining Deep Learning Models Developed for an Ultrasound Scanner to a Competitor Machine Jul 3, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Magic Insert: Style-Aware Drag-and-Drop Jul 2, 2024 Domain Adaptation Object
— Unverified ECAT: A Entire space Continual and Adaptive Transfer Learning Framework for Cross-Domain Recommendation Jul 2, 2024 Domain Adaptation Knowledge Distillation
— Unverified Towards Training Music Taggers on Synthetic Data Jul 2, 2024 Domain Adaptation Music Tagging
Code Code Available Core Knowledge Learning Framework for Graph Adaptation and Scalability Learning Jul 2, 2024 Classification Domain Adaptation
— Unverified CLIP the Divergence: Language-guided Unsupervised Domain Adaptation Jul 1, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Gradient-based Class Weighting for Unsupervised Domain Adaptation in Dense Prediction Visual Tasks Jul 1, 2024 Domain Adaptation image-classification
— Unverified Transferable-guided Attention Is All You Need for Video Domain Adaptation Jul 1, 2024 All Domain Adaptation
Code Code Available Deep Domain Specialisation for single-model multi-domain learning to rank Jul 1, 2024 Domain Adaptation Information Retrieval
— Unverified Binary Losses for Density Ratio Estimation Jul 1, 2024 Density Ratio Estimation Domain Adaptation
— Unverified 