domain generalization

1517 papers

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Also known as

DGSS DG SDG

Co-occurring keywords

domain adaptation (4578) transfer learning (5442) distribution shift (711) representation learning (6174) out-of-distribution generalization (403) data augmentation (3037) semantic segmentation (3179) zero-shot learning (3637) vision-language model (2235) few-shot learning (3390)

Papers

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging AAAI 2025

Balancing Invariant and Specific Knowledge for Domain Generalization with Online Knowledge Distillation IJCAI 2025

LLM-based Open Domain Planning by Leveraging Entity-Attribute-Level Domain Models EMNLP 2025

MoVa: Towards Generalizable Classification of Human Morals and Values EMNLP 2025

Mitigating Interviewer Bias in Multimodal Depression Detection: An Approach with Adversarial Learning and Contextual Positional Encoding EMNLP 2025

BMIP: Bi-directional Modality Interaction Prompt Learning for VLM IJCAI 2025

MaskViM: Domain Generalized Semantic Segmentation with State Space Models AAAI 2025

OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad CVPR 2025

Dual-Agent Optimization framework for Cross-Domain Few-Shot Segmentation CVPR 2025

A Bias-Free Training Paradigm for More General AI-generated Image Detection CVPR 2025

GBlobs: Explicit Local Structure via Gaussian Blobs for Improved Cross-Domain LiDAR-based 3D Object Detection CVPR 2025

Towards In-the-wild 3D Plane Reconstruction from a Single Image CVPR 2025

iG-6DoF: Model-free 6DoF Pose Estimation for Unseen Object via Iterative 3D Gaussian Splatting CVPR 2025

Boosting Domain Generalized and Adaptive Detection with Diffusion Models: Fitness, Generalization, and Transferability ICCV 2025

Improving Prompt Generalization for Cross-prompt Essay Trait Scoring from the Scoring-invariance Perspective EMNLP 2025

PEER Pressure: Model-to-Model Regularization for Single Source Domain Generalization CVPR 2025

LMO: Linear Mamba Operator for MRI Reconstruction CVPR 2025

ConText-LE: Cross-Distribution Generalization for Longitudinal Experiential Data via Narrative-Based LLM Representations EMNLP 2025

Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization CVPR 2025

From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction ACL 2025

Increasing the Generalizability of Similarity-Based Essay Scoring Through Cross-Prompt Training ACL 2025

Improving Federated Domain Generalization Through Dynamical Weights Calculated from Data Influences on Global Model Update AAAI 2025

Speech Act Patterns for Improving Generalizability of Explainable Politeness Detection Models ACL 2025

The PanAf-FGBG Dataset: Understanding the Impact of Backgrounds in Wildlife Behaviour Recognition CVPR 2025

Efficient Cross-modal Prompt Learning with Semantic Enhancement for Domain-robust Fake News Detection COLING 2025