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

Towards a Universal 3D Medical Multi-modality Generalization via Learning Personalized Invariant Representation ICCV 2025

Seeking Rational Demonstrations for Large Language Models: A Domain Generalization Approach to Unsupervised Cross-Domain Keyphrase Generation ACL 2025

SciVid: Cross-Domain Evaluation of Video Models in Scientific Applications ICCV 2025

DexWild: Dexterous Human Interactions for In-the-Wild Robot Policies RSS 2025

ConstStyle: Robust Domain Generalization with Unified Style Transformation ICCV 2025

G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models ACL 2025

Split-and-Combine: Enhancing Style Augmentation for Single Domain Generalization ICCV 2025

How to Generalize the Detection of AI-Generated Text: Confounding Neurons EMNLP 2025

One Look is Enough: Seamless Patchwise Refinement for Zero-Shot Monocular Depth Estimation on High-Resolution Images ICCV 2025

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

Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation ICCV 2025

How Much is Too Much? Exploring LoRA Rank Trade-offs for Retaining Knowledge and Domain Robustness IJCNLP 2025

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts ICCV 2025

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

HYBOOD: A Hybrid Generative Model for Out-of-Distribution Detection with Corruption Estimation AAAI 2025

SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning CVPR 2025

Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis AAAI 2025

SSHNet: Unsupervised Cross-modal Homography Estimation via Problem Reformulation and Split Optimization CVPR 2025

Subgraph Aggregation for Out-of-Distribution Generalization on Graphs AAAI 2025

Improving Generalization for AI-Synthesized Voice Detection AAAI 2025

Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning AAAI 2025

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

Adversarial Domain Prompt Tuning and Generation for Single Domain Generalization CVPR 2025

Gradient-Guided Annealing for Domain Generalization CVPR 2025

Divergent Domains Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading WACV 2025