domain generalization

1517 papers

Explore in graph

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

Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation ICCV 2025

On the Importance of Dual-Space Augmentation for Domain Generalized Object Detection WACV 2025

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

Graph OOD Detection via Plug-and-Play Energy-based Evaluation and Propagation IJCAI 2025

REIC: RAG-Enhanced Intent Classification at Scale EMNLP 2025

Combining Inherent Knowledge of Vision-Language Models with Unsupervised Domain Adaptation through Strong-Weak Guidance WACV 2025

Improving Generalization in Offline Reinforcement Learning via Latent Distribution Representation Learning AAAI 2025

Generalizable Single-Source Cross-Modality Medical Image Segmentation via Invariant Causal Mechanisms WACV 2025

FDS: Feedback-Guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization WACV 2025

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

Filter or Compensate: Towards Invariant Representation from Distribution Shift for Anomaly Detection AAAI 2025

Text-to-Image Synthesis for Domain Generalization in Face Anti-Spoofing WACV 2025

ConstStyle: Robust Domain Generalization with Unified Style Transformation ICCV 2025

Going Beyond Consistency: Target-oriented Multi-view Graph Neural Network IJCAI 2025

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

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

Learning Real Facial Concepts for Independent Deepfake Detection IJCAI 2025

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

MENTOR: Human Perception-Guided Pretraining for Increased Generalization WACV 2025

Generalizing to Unseen Disaster Events: A Causal View IJCNLP 2025

Towards General Visual-Linguistic Face Forgery Detection CVPR 2025

Towards More General Video-based Deepfake Detection through Facial Component Guided Adaptation for Foundation Model CVPR 2025

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training ICCV 2025

Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes CVPR 2025

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