Learning from SAM: Harnessing a Foundation Model for Sim2Real Adaptation by Regularization Sep 27, 2023 Domain Adaptation Segmentation
— Unverified ADU-Depth: Attention-based Distillation with Uncertainty Modeling for Depth Estimation Sep 26, 2023 3D geometry Depth Estimation
— Unverified Synthia's Melody: A Benchmark Framework for Unsupervised Domain Adaptation in Audio Sep 26, 2023 Attribute Deep Learning
Code Code Available Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks Sep 26, 2023 Domain Adaptation Segmentation
— Unverified VPA: Fully Test-Time Visual Prompt Adaptation Sep 26, 2023 Domain Adaptation Pseudo Label
— Unverified Informative Data Mining for One-Shot Cross-Domain Semantic Segmentation Sep 25, 2023 Domain Adaptation Semantic Segmentation
Code Code Available TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning Sep 25, 2023 Domain Adaptation Graph Learning
Code Code Available Semi-Supervised Domain Generalization for Object Detection via Language-Guided Feature Alignment Sep 24, 2023 Descriptive Domain Adaptation
Code Code Available LiDAR-UDA: Self-ensembling Through Time for Unsupervised LiDAR Domain Adaptation Sep 24, 2023 Domain Adaptation Pseudo Label
Code Code Available Efficient Black-Box Speaker Verification Model Adaptation with Reprogramming and Backend Learning Sep 24, 2023 Domain Adaptation Speaker Verification
— Unverified Multi-modal Domain Adaptation for REG via Relation Transfer Sep 23, 2023 Domain Adaptation image-classification
— Unverified Order-preserving Consistency Regularization for Domain Adaptation and Generalization Sep 23, 2023 Data Augmentation Domain Adaptation
Code Code Available Domain-Guided Conditional Diffusion Model for Unsupervised Domain Adaptation Sep 23, 2023 Diversity Domain Adaptation
— Unverified Domain Adaptation for Arabic Machine Translation: The Case of Financial Texts Sep 22, 2023 Articles Benchmarking
— Unverified Unsupervised Domain Adaptation for Self-Driving from Past Traversal Features Sep 21, 2023 3D Object Detection Domain Adaptation
Code Code Available Sparsely Shared LoRA on Whisper for Child Speech Recognition Sep 21, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified SANPO: A Scene Understanding, Accessibility and Human Navigation Dataset Sep 21, 2023 Autonomous Vehicles Depth Estimation
— Unverified Uncertainty-Aware Alignment Network for Cross-Domain Video-Text Retrieval Sep 21, 2023 Domain Adaptation Retrieval
— Unverified A Dynamic Domain Adaptation Deep Learning Network for EEG-based Motor Imagery Classification Sep 21, 2023 Brain Computer Interface Domain Adaptation
— Unverified Uncertainty-Aware Alignment Network for Cross-Domain Video-Text Retrieval Sep 21, 2023 Domain Adaptation Retrieval
— Unverified MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation Sep 21, 2023 Domain Adaptation Image Segmentation
Code Code Available Self-supervised Domain-agnostic Domain Adaptation for Satellite Images Sep 20, 2023 Domain Adaptation Image-to-Image Translation
— Unverified Prominent Roles of Conditionally Invariant Components in Domain Adaptation: Theory and Algorithms Sep 19, 2023 Domain Adaptation
— Unverified Source-free Active Domain Adaptation for Diabetic Retinopathy Grading Based on Ultra-wide-field Fundus Image Sep 19, 2023 Computational Efficiency Diabetic Retinopathy Grading
Code Code Available Semi-supervised Domain Adaptation in Graph Transfer Learning Sep 19, 2023 Domain Adaptation GRAPH DOMAIN ADAPTATION
— Unverified Cross-modal and Cross-domain Knowledge Transfer for Label-free 3D Segmentation Sep 19, 2023 Domain Adaptation Semantic Segmentation
— Unverified Mixture Weight Estimation and Model Prediction in Multi-source Multi-target Domain Adaptation Sep 19, 2023 Domain Adaptation Multi-target Domain Adaptation
— Unverified Corpus Synthesis for Zero-shot ASR domain Adaptation using Large Language Models Sep 18, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improved Factorized Neural Transducer Model For text-only Domain Adaptation Sep 18, 2023 Decoder Domain Adaptation
— Unverified Making the Full Model Adaptive: Multi-level Domain Adaptation for Multi-Domain CTR Prediction Sep 17, 2023 Click-Through Rate Prediction Domain Adaptation
— Unverified MVP: Meta Visual Prompt Tuning for Few-Shot Remote Sensing Image Scene Classification Sep 17, 2023 Data Augmentation Diversity
— Unverified Tightening Classification Boundaries in Open Set Domain Adaptation through Unknown Exploitation Sep 16, 2023 Data Augmentation Domain Adaptation
— Unverified t-SOT FNT: Streaming Multi-talker ASR with Text-only Domain Adaptation Capability Sep 15, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified DA-RAW: Domain Adaptive Object Detection for Real-World Adverse Weather Conditions Sep 15, 2023 Contrastive Learning Domain Adaptation
— Unverified T-UDA: Temporal Unsupervised Domain Adaptation in Sequential Point Clouds Sep 15, 2023 3D Semantic Segmentation Domain Adaptation
Code Code Available Neural Machine Translation Models Can Learn to be Few-shot Learners Sep 15, 2023 Domain Adaptation In-Context Learning
— Unverified Semi-supervised Domain Adaptation on Graphs with Contrastive Learning and Minimax Entropy Sep 14, 2023 Contrastive Learning Domain Adaptation
Code Code Available Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation Sep 14, 2023 Dictionary Learning Domain Adaptation
— Unverified Multi-Source Domain Adaptation meets Dataset Distillation through Dataset Dictionary Learning Sep 14, 2023 Dataset Distillation Dictionary Learning
— Unverified A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation Sep 12, 2023 Domain Adaptation Image Segmentation
— Unverified Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning Strategies are not Better than Random Selection Sep 12, 2023 Active Learning Domain Adaptation
Code Code Available AstroLLaMA: Towards Specialized Foundation Models in Astronomy Sep 12, 2023 Astronomy Causal Language Modeling
— Unverified Strong-Weak Integrated Semi-supervision for Unsupervised Single and Multi Target Domain Adaptation Sep 12, 2023 Diversity Domain Adaptation
— Unverified Cross-tokamak Disruption Prediction based on Physics-Guided Feature Extraction and domain adaptation Sep 11, 2023 Diagnostic Domain Adaptation
— Unverified DAD++: Improved Data-free Test Time Adversarial Defense Sep 10, 2023 Adversarial Defense Adversarial Robustness
Code Code Available Weighted Unsupervised Domain Adaptation Considering Geometry Features and Engineering Performance of 3D Design Data Sep 8, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Better Practices for Domain Adaptation Sep 7, 2023 Benchmarking Domain Adaptation
— Unverified A Robust Negative Learning Approach to Partial Domain Adaptation Using Source Prototypes Sep 7, 2023 Domain Adaptation Ensemble Learning
— Unverified Epi-Curriculum: Episodic Curriculum Learning for Low-Resource Domain Adaptation in Neural Machine Translation Sep 6, 2023 Decoder Domain Adaptation
— Unverified Domain Adaptation for Satellite-Borne Hyperspectral Cloud Detection Sep 5, 2023 Cloud Detection Domain Adaptation
— Unverified 