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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Domain Generalised Faster R-CNN AAAI 2023
Modality-Agnostic Debiasing for Single Domain Generalization CVPR 2023
ProD: Prompting-To-Disentangle Domain Knowledge for Cross-Domain Few-Shot Image Classification CVPR 2023
DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks CVPR 2023
AltFreezing for More General Video Face Forgery Detection CVPR 2023
Unleashing the Power of Graph Data Augmentation on Covariate Distribution Shift NIPS 2023
Meta-Causal Learning for Single Domain Generalization CVPR 2023
Invariant Learning via Probability of Sufficient and Necessary Causes NIPS 2023
A New Dataset Based on Images Taken by Blind People for Testing the Robustness of Image Classification Models Trained for ImageNet Categories CVPR 2023
Distribution Shift Inversion for Out-of-Distribution Prediction CVPR 2023
Evolving Standardization for Continual Domain Generalization over Temporal Drift NIPS 2023
Does Invariant Graph Learning via Environment Augmentation Learn Invariance? NIPS 2023
TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization CVPR 2023
Wasserstein distributional robustness of neural networks NIPS 2023
CODA: Generalizing to Open and Unseen Domains with Compaction and Disambiguation NIPS 2023
Rethinking Domain Generalization for Face Anti-Spoofing: Separability and Alignment CVPR 2023
Autonomous Manipulation Learning for Similar Deformable Objects via Only One Demonstration CVPR 2023
Generalized UAV Object Detection via Frequency Domain Disentanglement CVPR 2023
CLIP the Gap: A Single Domain Generalization Approach for Object Detection CVPR 2023
GAPartNet: Cross-Category Domain-Generalizable Object Perception and Manipulation via Generalizable and Actionable Parts CVPR 2023
Uni3D: A Unified Baseline for Multi-Dataset 3D Object Detection CVPR 2023
Optimal Parameter and Neuron Pruning for Out-of-Distribution Detection NIPS 2023
Benchmarking Robustness to Adversarial Image Obfuscations NIPS 2023
3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds CVPR 2023
Masked Representation Learning for Domain Generalized Stereo Matching CVPR 2023