When and How Does CLIP Enable Domain and Compositional Generalization? Feb 13, 2025 Diversity Domain Generalization
— Unverified When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven Approach Jan 1, 2025 Domain Adaptation Domain Generalization
— Unverified When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers Apr 15, 2025 Binary Classification Domain Generalization
— Unverified Why Domain Generalization Fail? A View of Necessity and Sufficiency Feb 15, 2025 Domain Generalization
— Unverified WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization May 28, 2024 Domain Generalization Image Description
— Unverified WQT and DG-YOLO: towards domain generalization in underwater object detection Apr 14, 2020 Data Augmentation Diversity
— Unverified Zero-shot 3D Segmentation of Abdominal Organs in CT Scans Using Segment Anything Model 2: Adapting Video Tracking Capabilities for 3D Medical Imaging Aug 12, 2024 Domain Generalization Segmentation
— Unverified Zero-shot Domain Generalization of Foundational Models for 3D Medical Image Segmentation: An Experimental Study Mar 28, 2025 Domain Generalization Image Segmentation
— Unverified Zero-Shot Estimation of Base Models' Weights in Ensemble of Machine Reading Comprehension Systems for Robust Generalization Jun 30, 2021 Domain Generalization Machine Reading Comprehension
— Unverified MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning Feb 26, 2025 Domain Generalization Medical Image Analysis
— Unverified MegaCOIN: Enhancing Medium-Grained Color Perception for Vision-Language Models Dec 5, 2024 Benchmarking Domain Generalization
— Unverified Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum Synthesis Sep 7, 2024 Data Augmentation Domain Generalization
Code Code Available Color-Quality Invariance for Robust Medical Image Segmentation Feb 11, 2025 Domain Generalization Image Segmentation
Code Code Available When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations Jun 3, 2021 Domain Generalization Fine-Grained Image Classification
Code Code Available Understanding Domain Generalization: A Noise Robustness Perspective Jan 26, 2024 Domain Generalization
Code Code Available PLACE dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization Dec 7, 2021 Domain Generalization
Code Code Available Magnification Generalization for Histopathology Image Embedding Jan 18, 2021 Breast Cancer Histology Image Classification Classification Of Breast Cancer Histology Images
Code Code Available Robust White Matter Hyperintensity Segmentation on Unseen Domain Feb 12, 2021 BIG-bench Machine Learning Domain Generalization
Code Code Available Generalizing to unseen domains via distribution matching Nov 3, 2019 Domain Generalization LEMMA
Code Code Available Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning Jul 8, 2021 Data Poisoning Domain Adaptation
Code Code Available Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation Jul 11, 2022 Domain Generalization image-classification
Code Code Available Meta Distribution Alignment for Generalizable Person Re-Identification Jan 1, 2022 Domain Generalization Generalizable Person Re-identification
Code Code Available LFME: A Simple Framework for Learning from Multiple Experts in Domain Generalization Oct 22, 2024 Domain Generalization
Code Code Available Rotation-Constrained Cross-View Feature Fusion for Multi-View Appearance-based Gaze Estimation May 22, 2023 Domain Generalization Gaze Estimation
Code Code Available Leveraging Vision-Language Models for Visual Grounding and Analysis of Automotive UI May 9, 2025 4k Domain Generalization
Code Code Available 