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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

Weak Distribution Detectors Lead to Stronger Generalizability of Vision-Language Prompt Tuning AAAI 2024
DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mutual Reconstruction AAAI 2024
Object-Aware Domain Generalization for Object Detection AAAI 2024
Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection NIPS 2024
Gaze from Origin: Learning for Generalized Gaze Estimation by Embedding the Gaze Frontalization Process AAAI 2024
Generalizing to Unseen Domains in Diabetic Retinopathy Classification WACV 2024
Learning Generalized Medical Image Segmentation from Decoupled Feature Queries AAAI 2024
Geometry-Guided Domain Generalization for Monocular 3D Object Detection AAAI 2024
Compound Text-Guided Prompt Tuning via Image-Adaptive Cues AAAI 2024
Effect-Invariant Mechanisms for Policy Generalization JMLR 2024
From Denoising Training To Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation WACV 2024
Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology NIPS 2024
Robust Learning via Conditional Prevalence Adjustment WACV 2024
Causal Mode Multiplexer: A Novel Framework for Unbiased Multispectral Pedestrian Detection CVPR 2024
Relevant Intrinsic Feature Enhancement Network for Few-Shot Semantic Segmentation AAAI 2024
Universal Test-Time Adaptation Through Weight Ensembling, Diversity Weighting, and Prior Correction WACV 2024
Generalizable Fourier Augmentation for Unsupervised Video Object Segmentation AAAI 2024
One for All: Multi-Domain Joint Training for Point Cloud Based 3D Object Detection NIPS 2024
On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization WACV 2024
Improving Out-of-Distribution Generalization in Graphs via Hierarchical Semantic Environments CVPR 2024
Learning Generalized Segmentation for Foggy-Scenes by Bi-directional Wavelet Guidance AAAI 2024
CLIP-Gaze: Towards General Gaze Estimation via Visual-Linguistic Model AAAI 2024
GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts NIPS 2024
Domain Generalization With Correlated Style Uncertainty WACV 2024
STYLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-Based Domain Generalization WACV 2024