Mitigating Label Noise using Prompt-Based Hyperbolic Meta-Learning in Open-Set Domain Generalization Dec 24, 2024 Denoising Domain Generalization
Code Code Available 5 Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models Jun 30, 2023 Domain Generalization In-Context Learning
Code Code Available 5 Mind the Gap: Federated Learning Broadens Domain Generalization in Diagnostic AI Models Oct 1, 2023 Diagnostic Diversity
Code Code Available 5 DGM-DR: Domain Generalization with Mutual Information Regularized Diabetic Retinopathy Classification Sep 18, 2023 Domain Generalization Model Selection
Code Code Available 5 Benchmarking Domain Generalization Algorithms in Computational Pathology Sep 25, 2024 Benchmarking Data Augmentation
Code Code Available 5 Meta Distribution Alignment for Generalizable Person Re-Identification Jan 1, 2022 Domain Generalization Generalizable Person Re-identification
Code Code Available 5 Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum Synthesis Sep 7, 2024 Data Augmentation Domain Generalization
Code Code Available 5 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 5 Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration Feb 22, 2024 counterfactual Domain Generalization
Code Code Available 5 MuDPT: Multi-modal Deep-symphysis Prompt Tuning for Large Pre-trained Vision-Language Models Jun 20, 2023 Domain Generalization Transfer Learning
Code Code Available 5 On the Interplay of Human-AI Alignment,Fairness, and Performance Trade-offs in Medical Imaging May 15, 2025 Domain Generalization Fairness
Code Code Available 5 Quality-Agnostic Image Recognition via Invertible Decoder Jun 19, 2021 Data Augmentation Decoder
Code Code Available 5 Magnification Generalization for Histopathology Image Embedding Jan 18, 2021 Breast Cancer Histology Image Classification Classification Of Breast Cancer Histology Images
Code Code Available 5 Adversarial Teacher-Student Representation Learning for Domain Generalization Dec 1, 2021 Data Augmentation Domain Generalization
Code Code Available 5 Deep Spatial Domain Generalization Oct 3, 2022 Domain Generalization Graph Neural Network
Code Code Available 5 BatStyler: Advancing Multi-category Style Generation for Source-free Domain Generalization Jan 2, 2025 Domain Generalization Source-free Domain Generalization
Code Code Available 5 Deep Shape Matching Sep 11, 2017 Domain Generalization Image Retrieval
Code Code Available 5 Generalizing to unseen domains via distribution matching Nov 3, 2019 Domain Generalization LEMMA
Code Code Available 5 Deep neural networks for choice analysis: Enhancing behavioral regularity with gradient regularization Apr 23, 2024 Domain Generalization
Code Code Available 5 LFME: A Simple Framework for Learning from Multiple Experts in Domain Generalization Oct 22, 2024 Domain Generalization
Code Code Available 5 Deep Multimodal Fusion for Generalizable Person Re-identification Nov 2, 2022 Domain Generalization Generalizable Person Re-identification
Code Code Available 5 Barycentric-alignment and reconstruction loss minimization for domain generalization Sep 4, 2021 Domain Generalization Representation Learning
Code Code Available 5 Deep Graph Laplacian Regularization for Robust Denoising of Real Images Jul 31, 2018 Denoising Domain Generalization
Code Code Available 5 A Causal Inspired Early-Branching Structure for Domain Generalization Mar 13, 2024 Domain Generalization
Code Code Available 5 Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization Mar 23, 2025 Domain Generalization Meta-Learning
Code Code Available 5 Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation Jul 11, 2022 Domain Generalization image-classification
Code Code Available 5 Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization Jul 21, 2024 Domain Generalization parameter-efficient fine-tuning
Code Code Available 5 Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition Mar 21, 2022 Domain Generalization named-entity-recognition
Code Code Available 5 Adversarial Style Augmentation for Domain Generalization Jan 30, 2023 domain classification Domain Generalization
Code Code Available 5 Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Model for Disease Detection from Chest X-rays Feb 27, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization Sep 2, 2022 Data Augmentation domain classification
Code Code Available 5 Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation Jun 8, 2021 Domain Adaptation Domain Generalization
Code Code Available 5 1st Place Solution for ECCV 2022 OOD-CV Challenge Object Detection Track Jan 12, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 VideoDG: Generalizing Temporal Relations in Videos to Novel Domains Dec 8, 2019 Action Recognition Data Augmentation
Code Code Available 5 Learning to Generalize for Cross-domain QA May 14, 2023 Data Augmentation Domain Generalization
Code Code Available 5 Learning to Learn Single Domain Generalization Mar 30, 2020 Domain Generalization Meta-Learning
Code Code Available 5 Leveraging Vision-Language Models for Visual Grounding and Analysis of Automotive UI May 9, 2025 4k Domain Generalization
Code Code Available 5 Learning Spectral-Decomposed Tokens for Domain Generalized Semantic Segmentation Jul 26, 2024 Domain Generalization Semantic Segmentation
Code Code Available 5 Learning Semantic Role Labeling from Compatible Label Sequences May 24, 2023 Domain Generalization Semantic Role Labeling
Code Code Available 5 Learning to Adapt Frozen CLIP for Few-Shot Test-Time Domain Adaptation Jan 15, 2025 Domain Adaptation Domain Generalization
Code Code Available 5 CycleMix: Mixing Source Domains for Domain Generalization in Style-Dependent Data Jul 18, 2024 Domain Generalization image-classification
Code Code Available 5 AutoAugment: Learning Augmentation Strategies From Data Jun 1, 2019 Data Augmentation Domain Generalization
Code Code Available 5 Learning Optimal Features via Partial Invariance Jan 28, 2023 Domain Generalization
Code Code Available 5 Current Limitations in Cyberbullying Detection: on Evaluation Criteria, Reproducibility, and Data Scarcity Oct 25, 2019 Domain Generalization
Code Code Available 5 Cross-Species Data Integration for Enhanced Layer Segmentation in Kidney Pathology Aug 17, 2024 Data Integration Domain Generalization
Code Code Available 5 Adversarial Invariant Learning Jun 19, 2021 Domain Adaptation Domain Generalization
Code Code Available 5 Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination Apr 10, 2025 Domain Generalization Hallucination
Code Code Available 5 Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation Jul 1, 2023 Decoder Domain Adaptation
Code Code Available 5 Learning Generalized Segmentation for Foggy-scenes by Bi-directional Wavelet Guidance Feb 28, 2024 Autonomous Driving Domain Adaptation
Code Code Available 5 LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration Aug 28, 2023 Domain Generalization
Code Code Available 5 