Cross-Task Pretraining for Cross-Organ Cross-Scanner Adenocarcinoma Segmentation Sep 20, 2024 Domain Generalization
— Unverified Boosting Federated Domain Generalization: Understanding the Role of Advanced Pre-Trained Architectures Sep 20, 2024 Domain Generalization Federated Learning
— Unverified Learning to Generalize Unseen Domains via Multi-Source Meta Learning for Text Classification Sep 20, 2024 Domain Generalization Meta-Learning
— Unverified Domain Generalization for Endoscopic Image Segmentation by Disentangling Style-Content Information and SuperPixel Consistency Sep 19, 2024 Disentanglement Domain Generalization
— Unverified Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation Sep 19, 2024 Domain Generalization Image Segmentation
Code Code Available SFDA-rPPG: Source-Free Domain Adaptive Remote Physiological Measurement with Spatio-Temporal Consistency Sep 18, 2024 Domain Adaptation Domain Generalization
Code Code Available In-Context Learning of Linear Systems: Generalization Theory and Applications to Operator Learning Sep 18, 2024 Diversity Domain Generalization
Code Code Available Mixture of Prompt Learning for Vision Language Models Sep 18, 2024 Domain Generalization Few-Shot Learning
— Unverified Integrating Audio Narrations to Strengthen Domain Generalization in Multimodal First-Person Action Recognition Sep 15, 2024 Action Recognition Activity Recognition
— Unverified Template-based Multi-Domain Face Recognition Sep 15, 2024 Domain Adaptation Domain Generalization
— Unverified Frequency Tracking Features for Data-Efficient Deep Siren Identification Sep 13, 2024 Diversity Domain Generalization
Code Code Available In-Situ Fine-Tuning of Wildlife Models in IoT-Enabled Camera Traps for Efficient Adaptation Sep 12, 2024 Computational Efficiency Domain Generalization
— Unverified Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? Sep 12, 2024 Decoder Domain Generalization
Code Code Available Non-Invasive Glucose Prediction System Enhanced by Mixed Linear Models and Meta-Forests for Domain Generalization Sep 11, 2024 Domain Generalization Management
— Unverified Structure-Aware Single-Source Generalization with Pixel-Level Disentanglement for Joint Optic Disc and Cup Segmentation Sep 10, 2024 Disentanglement Domain Generalization
Code Code Available Predicting Critical Heat Flux with Uncertainty Quantification and Domain Generalization Using Conditional Variational Autoencoders and Deep Neural Networks Sep 9, 2024 Domain Generalization Uncertainty Quantification
— Unverified Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum Synthesis Sep 7, 2024 Data Augmentation Domain Generalization
Code Code Available Swin Transformer for Robust Differentiation of Real and Synthetic Images: Intra- and Inter-Dataset Analysis Sep 7, 2024 Domain Generalization image-classification
— Unverified Dual-stream Feature Augmentation for Domain Generalization Sep 7, 2024 Contrastive Learning Domain Generalization
Code Code Available Towards Data-Centric Face Anti-Spoofing: Improving Cross-domain Generalization via Physics-based Data Synthesis Sep 4, 2024 Data Augmentation Domain Generalization
Code Code Available Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization Sep 4, 2024 Domain Generalization Semi-Supervised Domain Generalization
Code Code Available Efficient LLM Context Distillation Sep 3, 2024 Domain Generalization In-Context Learning
— Unverified Brain-Inspired Online Adaptation for Remote Sensing with Spiking Neural Network Sep 3, 2024 Domain Adaptation Domain Generalization
— Unverified Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning Sep 2, 2024 Continual Learning Contrastive Learning
Code Code Available Causal Representation-Based Domain Generalization on Gaze Estimation Aug 30, 2024 Domain Generalization Gaze Estimation
— Unverified 