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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Video-Audio Domain Generalization via Confounder Disentanglement AAAI 2023
Expansion of Visual Hints for Improved Generalization in Stereo Matching WACV 2023
Modeling the Distributional Uncertainty for Salient Object Detection Models CVPR 2023
Single Domain Generalization for LiDAR Semantic Segmentation CVPR 2023
Learning by Hallucinating: Vision-Language Pre-Training With Weak Supervision WACV 2023
ID and OOD Performance Are Sometimes Inversely Correlated on Real-world Datasets NIPS 2023
Revealing the unseen: Benchmarking video action recognition under occlusion NIPS 2023
Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective NIPS 2023
Instance-Aware Domain Generalization for Face Anti-Spoofing CVPR 2023
Diversify Your Vision Datasets with Automatic Diffusion-based Augmentation NIPS 2023
PartManip: Learning Cross-Category Generalizable Part Manipulation Policy From Point Cloud Observations CVPR 2023
UPAR: Unified Pedestrian Attribute Recognition and Person Retrieval WACV 2023
Towards Domain Generalization for Multi-View 3D Object Detection in Bird-Eye-View CVPR 2023
Rethinking Data Augmentation for Single-Source Domain Generalization in Medical Image Segmentation AAAI 2023
Seasoning Model Soups for Robustness to Adversarial and Natural Distribution Shifts CVPR 2023
On the Connection between Pre-training Data Diversity and Fine-tuning Robustness NIPS 2023
GeoDE: a Geographically Diverse Evaluation Dataset for Object Recognition NIPS 2023
Domain Generalized Stereo Matching via Hierarchical Visual Transformation CVPR 2023
Dream the Impossible: Outlier Imagination with Diffusion Models NIPS 2023
An Iterative Self-Learning Framework for Medical Domain Generalization NIPS 2023
Style Projected Clustering for Domain Generalized Semantic Segmentation CVPR 2023
Global Update Tracking: A Decentralized Learning Algorithm for Heterogeneous Data NIPS 2023
LMC: Large Model Collaboration with Cross-assessment for Training-Free Open-Set Object Recognition NIPS 2023
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks NIPS 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining NIPS 2023