Bias and Generalizability of Foundation Models across Datasets in Breast Mammography May 14, 2025 Domain Adaptation Fairness
— Unverified Promoting SAM for Camouflaged Object Detection via Selective Key Point-based Guidance May 14, 2025 Domain Adaptation object-detection
— Unverified Robust Emotion Recognition via Bi-Level Self-Supervised Continual Learning May 13, 2025 Continual Learning Domain Adaptation
— Unverified Leveraging Segment Anything Model for Source-Free Domain Adaptation via Dual Feature Guided Auto-Prompting May 13, 2025 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Noise Optimized Conditional Diffusion for Domain Adaptation May 12, 2025 Domain Adaptation Unsupervised Domain Adaptation
— Unverified X-Sim: Cross-Embodiment Learning via Real-to-Sim-to-Real May 11, 2025 Domain Adaptation Imitation Learning
— Unverified Depth-Sensitive Soft Suppression with RGB-D Inter-Modal Stylization Flow for Domain Generalization Semantic Segmentation May 11, 2025 Domain Adaptation Domain Generalization
— Unverified Boosting Cross-spectral Unsupervised Domain Adaptation for Thermal Semantic Segmentation May 11, 2025 Autonomous Driving Domain Adaptation
— Unverified Enhancing Monocular Height Estimation via Sparse LiDAR-Guided Correction May 11, 2025 Domain Adaptation
— Unverified TAROT: Towards Essentially Domain-Invariant Robustness with Theoretical Justification May 10, 2025 Domain Adaptation Domain Generalization
— Unverified TopicVD: A Topic-Based Dataset of Video-Guided Multimodal Machine Translation for Documentaries May 9, 2025 Domain Adaptation Machine Translation
Code Code Available Position: Epistemic Artificial Intelligence is Essential for Machine Learning Models to Know When They Do Not Know May 8, 2025 Autonomous Vehicles Domain Adaptation
— Unverified VaCDA: Variational Contrastive Alignment-based Scalable Human Activity Recognition May 8, 2025 Activity Recognition Contrastive Learning
— Unverified Semantic Style Transfer for Enhancing Animal Facial Landmark Detection May 8, 2025 Data Augmentation Domain Adaptation
— Unverified Concept-Based Unsupervised Domain Adaptation May 8, 2025 Domain Adaptation Unsupervised Domain Adaptation
— Unverified RAFT: Robust Augmentation of FeaTures for Image Segmentation May 7, 2025 Active Learning Domain Adaptation
— Unverified Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions May 6, 2025 Causal Inference Domain Adaptation
— Unverified 3D Can Be Explored In 2D: Pseudo-Label Generation for LiDAR Point Clouds Using Sensor-Intensity-Based 2D Semantic Segmentation May 6, 2025 2D Semantic Segmentation 3D Semantic Segmentation
— Unverified Soft-Masked Semi-Dual Optimal Transport for Partial Domain Adaptation May 3, 2025 Domain Adaptation Partial Domain Adaptation
— Unverified A Domain Adaptation of Large Language Models for Classifying Mechanical Assembly Components May 2, 2025 Domain Adaptation
— Unverified Subset Selection for Fine-Tuning: A Utility-Diversity Balanced Approach for Mathematical Domain Adaptation May 2, 2025 Diversity Domain Adaptation
— Unverified DARTer: Dynamic Adaptive Representation Tracker for Nighttime UAV Tracking May 1, 2025 Domain Adaptation
— Unverified Towards Space Group Determination from EBSD Patterns: The Role of Deep Learning and High-throughput Dynamical Simulations Apr 30, 2025 Domain Adaptation
— Unverified CMD: Constraining Multimodal Distribution for Domain Adaptation in Stereo Matching Apr 30, 2025 Domain Adaptation Stereo Matching
Code Code Available Learning and Generalization with Mixture Data Apr 29, 2025 Domain Adaptation Federated Learning
— Unverified ClearVision: Leveraging CycleGAN and SigLIP-2 for Robust All-Weather Classification in Traffic Camera Imagery Apr 28, 2025 All Contrastive Learning
— Unverified Knowledge Distillation of Domain-adapted LLMs for Question-Answering in Telecom Apr 28, 2025 Domain Adaptation Knowledge Distillation
— Unverified Fault Diagnosis in New Wind Turbines using Knowledge from Existing Turbines by Generative Domain Adaptation Apr 24, 2025 Anomaly Detection Domain Adaptation
— Unverified Learning Compositional Transferability of Time Series for Source-Free Domain Adaptation Apr 21, 2025 Domain Adaptation Source-Free Domain Adaptation
— Unverified PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models Apr 19, 2025 Domain Adaptation Federated Learning
— Unverified Revisiting CLIP for SF-OSDA: Unleashing Zero-Shot Potential with Adaptive Threshold and Training-Free Feature Filtering Apr 19, 2025 Domain Adaptation
— Unverified Adaptation Method for Misinformation Identification Apr 19, 2025 Diversity Domain Adaptation
— Unverified BeetleVerse: A study on taxonomic classification of ground beetles Apr 18, 2025 Domain Adaptation
— Unverified Continual Pre-Training is (not) What You Need in Domain Adaption Apr 18, 2025 Decision Making Domain Adaptation
— Unverified DAM-Net: Domain Adaptation Network with Micro-Labeled Fine-Tuning for Change Detection Apr 18, 2025 Change Detection Domain Adaptation
— Unverified MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation Apr 17, 2025 Diversity Domain Adaptation
— Unverified Effective Dual-Region Augmentation for Reduced Reliance on Large Amounts of Labeled Data Apr 17, 2025 Data Augmentation Diversity
Code Code Available Self-Supervised Pre-training with Combined Datasets for 3D Perception in Autonomous Driving Apr 17, 2025 3D Object Detection 3D Object Tracking
— Unverified Unsupervised Cross-Domain 3D Human Pose Estimation via Pseudo-Label-Guided Global Transforms Apr 17, 2025 3D Human Pose Estimation Cross-domain 3D Human Pose Estimation
— Unverified Transferable Deployment of Semantic Edge Inference Systems via Unsupervised Domain Adaption Apr 16, 2025 Decoder Domain Adaptation
— Unverified Analysis of Pseudo-Labeling for Online Source-Free Universal Domain Adaptation Apr 16, 2025 Domain Adaptation Pseudo Label
Code Code Available Multi-output Classification Framework and Frequency Layer Normalization for Compound Fault Diagnosis in Motor Apr 15, 2025 Classification Diagnostic
— Unverified IlluSign: Illustrating Sign Language Videos by Leveraging the Attention Mechanism Apr 15, 2025 Denoising Domain Adaptation
— Unverified Co-STAR: Collaborative Curriculum Self-Training with Adaptive Regularization for Source-Free Video Domain Adaptation Apr 15, 2025 Domain Adaptation Language Modeling
Code Code Available Weather-Aware Object Detection Transformer for Domain Adaptation Apr 15, 2025 Domain Adaptation Object
— Unverified Balancing Stability and Plasticity in Pretrained Detector: A Dual-Path Framework for Incremental Object Detection Apr 14, 2025 Domain Adaptation object-detection
— Unverified SlowFastVAD: Video Anomaly Detection via Integrating Simple Detector and RAG-Enhanced Vision-Language Model Apr 14, 2025 Anomaly Detection Domain Adaptation
— Unverified Domain-Adaptive Continued Pre-Training of Small Language Models Apr 13, 2025 Domain Adaptation HellaSwag
— Unverified Probability Distribution Alignment and Low-Rank Weight Decomposition for Source-Free Domain Adaptive Brain Decoding Apr 12, 2025 Brain Decoding Domain Adaptation
— Unverified PathSeqSAM: Sequential Modeling for Pathology Image Segmentation with SAM2 Apr 12, 2025 Domain Adaptation Image Segmentation
Code Code Available 