An In-Depth Analysis of Adversarial Discriminative Domain Adaptation for Digit Classification Dec 27, 2024 Classification Domain Adaptation
Code Code Available DAPoinTr: Domain Adaptive Point Transformer for Point Cloud Completion Dec 26, 2024 Decoder Domain Adaptation
Code Code Available "I've Heard of You!": Generate Spoken Named Entity Recognition Data for Unseen Entities Dec 26, 2024 Domain Adaptation Language Modeling
Code Code Available Few-shot Metric Domain Adaptation: Practical Learning Strategies for an Automated Plant Disease Diagnosis Dec 25, 2024 Diagnostic Domain Adaptation
— Unverified Beyond the Known: Enhancing Open Set Domain Adaptation with Unknown Exploration Dec 24, 2024 Data Augmentation Domain Adaptation
Code Code Available ICPR 2024 Competition on Domain Adaptation and GEneralization for Character Classification (DAGECC) Dec 23, 2024 Domain Adaptation
— Unverified Domain adapted machine translation: What does catastrophic forgetting forget and why? Dec 23, 2024 Domain Adaptation Machine Translation
— Unverified Feature Based Methods in Domain Adaptation for Object Detection: A Review Paper Dec 23, 2024 Autonomous Driving Domain Adaptation
— Unverified Adversarial Diffusion Model for Unsupervised Domain-Adaptive Semantic Segmentation Dec 22, 2024 Domain Adaptation Segmentation
Code Code Available Unsupervised Domain Adaptive Person Search via Dual Self-Calibration Dec 21, 2024 Domain Adaptation Person Search
Code Code Available Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances Dec 21, 2024 Contrastive Learning Domain Adaptation
— Unverified Multi-Source Unsupervised Domain Adaptation with Prototype Aggregation Dec 20, 2024 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
— Unverified GCA-3D: Towards Generalized and Consistent Domain Adaptation of 3D Generators Dec 20, 2024 Domain Adaptation
— Unverified LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot Learning Dec 20, 2024 Domain Adaptation Few-Shot Learning
Code Code Available From Galaxy Zoo DECaLS to BASS/MzLS: detailed galaxy morphology classification with unsupervised domain adaption Dec 20, 2024 Domain Adaptation Morphology classification
Code Code Available CrackUDA: Incremental Unsupervised Domain Adaptation for Improved Crack Segmentation in Civil Structures Dec 20, 2024 Crack Segmentation Domain Adaptation
— Unverified Zero Shot Time Series Forecasting Using Kolmogorov Arnold Networks Dec 19, 2024 Domain Adaptation Kolmogorov-Arnold Networks
— Unverified ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study Dec 19, 2024 Astronomy Domain Adaptation
Code Code Available Canine EEG Helps Human: Cross-Species and Cross-Modality Epileptic Seizure Detection via Multi-Space Alignment Dec 18, 2024 Brain Computer Interface Diagnostic
— Unverified SEREP: Semantic Facial Expression Representation for Robust In-the-Wild Capture and Retargeting Dec 18, 2024 Domain Adaptation
— Unverified What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood Context Dec 18, 2024 Continual Learning Contrastive Learning
Code Code Available A Robust Anti-noise Scheme for RF Fingerprint Identification Dec 18, 2024 Domain Adaptation
— Unverified Bridge then Begin Anew: Generating Target-relevant Intermediate Model for Source-free Visual Emotion Adaptation Dec 18, 2024 Domain Adaptation Emotion Recognition
Code Code Available Federated Source-free Domain Adaptation for Classification: Weighted Cluster Aggregation for Unlabeled Data Dec 18, 2024 Domain Adaptation Federated Learning
— Unverified ConDo: Continual Domain Expansion for Absolute Pose Regression Dec 18, 2024 Domain Adaptation regression
Code Code Available Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm Dec 17, 2024 Domain Adaptation Representation Learning
Code Code Available Domain Generalization in Autonomous Driving: Evaluating YOLOv8s, RT-DETR, and YOLO-NAS with the ROAD-Almaty Dataset Dec 16, 2024 Autonomous Driving Domain Adaptation
— Unverified Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation Dec 16, 2024 Domain Adaptation GRAPH DOMAIN ADAPTATION
Code Code Available HiGDA: Hierarchical Graph of Nodes to Learn Local-to-Global Topology for Semi-Supervised Domain Adaptation Dec 16, 2024 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified Universal Domain Adaptive Object Detection via Dual Probabilistic Alignment Dec 16, 2024 Domain Adaptation object-detection
Code Code Available Transliterated Zero-Shot Domain Adaptation for Automatic Speech Recognition Dec 15, 2024 Automatic Speech Recognition Domain Adaptation
— Unverified A Universal Degradation-based Bridging Technique for Domain Adaptive Semantic Segmentation Dec 13, 2024 Domain Adaptation Semantic Segmentation
— Unverified TTAQ: Towards Stable Post-training Quantization in Continuous Domain Adaptation Dec 13, 2024 Domain Adaptation Quantization
— Unverified Foundational Large Language Models for Materials Research Dec 12, 2024 Domain Adaptation Model Selection
Code Code Available VLMs meet UDA: Boosting Transferability of Open Vocabulary Segmentation with Unsupervised Domain Adaptation Dec 12, 2024 Domain Adaptation Open Vocabulary Semantic Segmentation
— Unverified Towards Robust and Fair Vision Learning in Open-World Environments Dec 12, 2024 Continual Learning Domain Adaptation
— Unverified DALI: Domain Adaptive LiDAR Object Detection via Distribution-level and Instance-level Pseudo Label Denoising Dec 11, 2024 Denoising Domain Adaptation
Code Code Available Adaptive^2: Adaptive Domain Mining for Fine-grained Domain Adaptation Modeling Dec 11, 2024 Domain Adaptation
— Unverified Cloud Object Detector Adaptation by Integrating Different Source Knowledge Dec 10, 2024 Domain Adaptation Knowledge Distillation
Code Code Available Enhancing radioisotope identification in gamma spectra via supervised domain adaptation Dec 10, 2024 Domain Adaptation Transfer Learning
— Unverified Unlocking TriLevel Learning with Level-Wise Zeroth Order Constraints: Distributed Algorithms and Provable Non-Asymptotic Convergence Dec 10, 2024 Domain Adaptation Hyperparameter Optimization
— Unverified Effective Text Adaptation for LLM-based ASR through Soft Prompt Fine-Tuning Dec 9, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Knowledge Transfer and Domain Adaptation for Fine-Grained Remote Sensing Image Segmentation Dec 9, 2024 Domain Adaptation Image Segmentation
Code Code Available On-Device Self-Supervised Learning of Low-Latency Monocular Depth from Only Events Dec 9, 2024 Benchmarking Computational Efficiency
— Unverified EEG-Based Mental Imagery Task Adaptation via Ensemble of Weight-Decomposed Low-Rank Adapters Dec 8, 2024 Domain Adaptation EEG
— Unverified 1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering Dec 8, 2024 Answer Generation Domain Adaptation
— Unverified COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving Dec 6, 2024 Anomaly Detection Autonomous Driving
Code Code Available Two stages domain invariant representation learners solve the large co-variate shift in unsupervised domain adaptation with two dimensional data domains Dec 6, 2024 Domain Adaptation Representation Learning
Code Code Available Towards Understanding the Role of Sharpness-Aware Minimization Algorithms for Out-of-Distribution Generalization Dec 6, 2024 Domain Adaptation Out-of-Distribution Generalization
— Unverified DrIFT: Autonomous Drone Dataset with Integrated Real and Synthetic Data, Flexible Views, and Transformed Domains Dec 6, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 