Prompt-driven Latent Domain Generalization for Medical Image Classification Jan 5, 2024 Domain Generalization image-classification
Code Code Available Distillation-based fabric anomaly detection Jan 4, 2024 Anomaly Detection Defect Detection
Code Code Available Leveraging SAM for Single-Source Domain Generalization in Medical Image Segmentation Jan 4, 2024 Domain Generalization Image Segmentation
Code Code Available Few-shot Adaptation of Multi-modal Foundation Models: A Survey Jan 3, 2024 Domain Generalization Model Selection
— Unverified Rethinking Generalizable Face Anti-spoofing via Hierarchical Prototype-guided Distribution Refinement in Hyperbolic Space Jan 1, 2024 Domain Generalization Face Anti-Spoofing
— Unverified Unknown Prompt the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization Jan 1, 2024 Domain Generalization Language Modelling
Code Code Available Stronger Fewer & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation Jan 1, 2024 Domain Generalization Semantic Segmentation
Code Code Available Disentangled Prompt Representation for Domain Generalization Jan 1, 2024 Domain Generalization Language Modelling
— Unverified MMA: Multi-Modal Adapter for Vision-Language Models Jan 1, 2024 Domain Generalization General Knowledge
Code Code Available Improving Intrusion Detection with Domain-Invariant Representation Learning in Latent Space Dec 28, 2023 Domain Generalization Intrusion Detection
— Unverified Domain Generalization with Vital Phase Augmentation Dec 27, 2023 Data Augmentation Domain Generalization
Code Code Available TACIT: A Target-Agnostic Feature Disentanglement Framework for Cross-Domain Text Classification Dec 25, 2023 Cross-Domain Text Classification Disentanglement
Code Code Available APTv2: Benchmarking Animal Pose Estimation and Tracking with a Large-scale Dataset and Beyond Dec 25, 2023 Animal Pose Estimation Benchmarking
Code Code Available AdapTraj: A Multi-Source Domain Generalization Framework for Multi-Agent Trajectory Prediction Dec 22, 2023 Domain Generalization Trajectory Prediction
— Unverified Fed-CO2: Cooperation of Online and Offline Models for Severe Data Heterogeneity in Federated Learning Dec 21, 2023 Domain Generalization Federated Learning
Code Code Available AdvST: Revisiting Data Augmentations for Single Domain Generalization Dec 20, 2023 Data Augmentation Domain Generalization
Code Code Available Object-Aware Domain Generalization for Object Detection Dec 19, 2023 Autonomous Driving Contrastive Learning
Code Code Available Rethinking LiDAR Domain Generalization: Single Source as Multiple Density Domains Dec 19, 2023 Domain Generalization LIDAR Semantic Segmentation
Code Code Available Towards Context-Aware Domain Generalization: Understanding the Benefits and Limits of Marginal Transfer Learning Dec 15, 2023 Domain Generalization Transfer Learning
— Unverified Collaborating Foundation Models for Domain Generalized Semantic Segmentation Dec 15, 2023 Domain Generalization Segmentation
Code Code Available Revisiting Depth Completion from a Stereo Matching Perspective for Cross-domain Generalization Dec 14, 2023 Depth Completion Domain Generalization
Code Code Available Generalizable Sleep Staging via Multi-Level Domain Alignment Dec 13, 2023 Domain Generalization Sleep Staging
Code Code Available ADOD: Adaptive Domain-Aware Object Detection with Residual Attention for Underwater Environments Dec 11, 2023 domain classification Domain Generalization
Code Code Available DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation Dec 11, 2023 Domain Adaptation Domain Generalization
Code Code Available Two-Stage Adaptive Network for Semi-Supervised Cross-Domain Crater Detection under Varying Scenario Distributions Dec 11, 2023 Domain Adaptation Domain Generalization
— Unverified Compound Text-Guided Prompt Tuning via Image-Adaptive Cues Dec 11, 2023 Domain Generalization GPU
Code Code Available Benchmarking Distribution Shift in Tabular Data with TableShift Dec 10, 2023 Benchmarking Binary Classification
Code Code Available Cross Domain Generative Augmentation: Domain Generalization with Latent Diffusion Models Dec 8, 2023 Adversarial Robustness Data Augmentation
— Unverified Open Domain Generalization with a Single Network by Regularization Exploiting Pre-trained Features Dec 8, 2023 Domain Generalization
— Unverified Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation Dec 7, 2023 Domain Generalization
Code Code Available DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control Dec 5, 2023 Autonomous Driving Domain Generalization
— Unverified Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images Dec 4, 2023 Diversity Domain Adaptation
— Unverified Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation Dec 4, 2023 Diversity Domain Adaptation
Code Code Available Strong but simple: A Baseline for Domain Generalized Dense Perception by CLIP-based Transfer Learning Dec 4, 2023 Domain Generalization object-detection
Code Code Available TeG-DG: Textually Guided Domain Generalization for Face Anti-Spoofing Nov 30, 2023 Domain Generalization Face Anti-Spoofing
— Unverified MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation Nov 30, 2023 2D Semantic Segmentation Autonomous Driving
Code Code Available TransNeXt: Robust Foveal Visual Perception for Vision Transformers Nov 28, 2023 Classification Domain Generalization
Code Code Available Rescuing referral failures during automated diagnosis of domain-shifted medical images Nov 28, 2023 Diagnostic Disease Prediction
— Unverified Towards Full-scene Domain Generalization in Multi-agent Collaborative Bird's Eye View Segmentation for Connected and Autonomous Driving Nov 28, 2023 Autonomous Driving Autonomous Vehicles
Code Code Available HD Maps are Lane Detection Generalizers: A Novel Generative Framework for Single-Source Domain Generalization Nov 28, 2023 Diversity Domain Adaptation
— Unverified MetaDefa: Meta-learning based on Domain Enhancement and Feature Alignment for Single Domain Generalization Nov 27, 2023 Domain Generalization Meta-Learning
— Unverified Choosing Wisely and Learning Deeply: Selective Cross-Modality Distillation via CLIP for Domain Generalization Nov 26, 2023 Domain Generalization
Code Code Available Introducing 3DCNN ResNets for ASD full-body kinematic assessment: a comparison with hand-crafted features Nov 24, 2023 Domain Generalization Feature Engineering
— Unverified Robust Domain Misinformation Detection via Multi-modal Feature Alignment Nov 24, 2023 Domain Adaptation Domain Generalization
Code Code Available Parameter Exchange for Robust Dynamic Domain Generalization Nov 23, 2023 Disentanglement Domain Generalization
Code Code Available Algorithmic Fairness Generalization under Covariate and Dependence Shifts Simultaneously Nov 23, 2023 Domain Generalization Fairness
Code Code Available Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning Nov 21, 2023 Domain Generalization Few-Shot Learning
Code Code Available Improving Source-Free Target Adaptation with Vision Transformers Leveraging Domain Representation Images Nov 21, 2023 Domain Adaptation Domain Generalization
— Unverified Domain Generalization of 3D Object Detection by Density-Resampling Nov 17, 2023 3D Object Detection Data Augmentation
Code Code Available A2XP: Towards Private Domain Generalization Nov 17, 2023 Domain Generalization Privacy Preserving
Code Code Available 