Divergent Domains, Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading Nov 4, 2024 Diabetic Retinopathy Grading Domain Generalization
Code Code Available Harmonization with Flow-based Causal Inference Jun 12, 2021 Causal Inference counterfactual
Code Code Available OpenStance: Real-world Zero-shot Stance Detection Oct 25, 2022 Domain Generalization Natural Language Inference
Code Code Available Distribution-aware Noisy-label Crack Segmentation Oct 12, 2024 Crack Segmentation Domain Generalization
Code Code Available GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm Segmentation Feb 23, 2024 Contrastive Learning Domain Adaptation
Code Code Available Grounding Stylistic Domain Generalization with Quantitative Domain Shift Measures and Synthetic Scene Images May 24, 2024 Domain Generalization image-classification
Code Code Available Distillation-based fabric anomaly detection Jan 4, 2024 Anomaly Detection Defect Detection
Code Code Available Graph Learning in the Era of LLMs: A Survey from the Perspective of Data, Models, and Tasks Dec 17, 2024 Domain Generalization Graph Learning
Code Code Available OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP Mar 20, 2025 Domain Generalization Prompt Learning
Code Code Available Discriminative Radial Domain Adaptation Jan 1, 2023 Domain Adaptation Domain Generalization
Code Code Available Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing Jan 18, 2023 Domain Generalization Inductive Bias
Code Code Available SSL-DG: Rethinking and Fusing Semi-supervised Learning and Domain Generalization in Medical Image Segmentation Nov 5, 2023 Data Augmentation Domain Generalization
Code Code Available Out-of-Domain Generalization in Dynamical Systems Reconstruction Feb 28, 2024 Domain Generalization
Code Code Available Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization Mar 23, 2025 Domain Generalization Meta-Learning
Code Code Available GRAIL: Graph Edit Distance and Node Alignment Using LLM-Generated Code May 4, 2025 Domain Generalization
Code Code Available GOPro: Generate and Optimize Prompts in CLIP using Self-Supervised Learning Aug 22, 2023 Domain Generalization Prompt Learning
Code Code Available Global-Local Regularization Via Distributional Robustness Mar 1, 2022 Adversarial Robustness Domain Adaptation
Code Code Available Generalizing to Unseen Domains in Diabetic Retinopathy Classification Oct 26, 2023 Classification Domain Generalization
Code Code Available Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder May 16, 2022 Domain Generalization Evolving Domain Generalization
Code Code Available Generalizing Across Domains via Cross-Gradient Training Apr 28, 2018 Data Augmentation Domain Adaptation
Code Code Available Generalizing Across Domains in Diabetic Retinopathy via Variational Autoencoders Sep 20, 2023 Domain Generalization
Code Code Available Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization Sep 2, 2022 Data Augmentation domain classification
Code Code Available GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts Feb 15, 2025 Domain Generalization
Code Code Available Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler Sep 26, 2024 Data Augmentation Domain Generalization
Code Code Available Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning Mar 3, 2023 Contrastive Learning Domain Generalization
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