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Domain Generalization

1760 directly classified papers

Papers per year

Papers

MIM-DG: Mutual information minimization-based domain generalization for speaker verification INTERSPEECH 2022
Future gradient descent for adapting the temporal shifting data distribution in online recommendation systems UAI 2022
GraftNet: Towards Domain Generalized Stereo Matching With a Broad-Spectrum and Task-Oriented Feature CVPR 2022
Learning to Solve Routing Problems via Distributionally Robust Optimization AAAI 2022
The Two Dimensions of Worst-Case Training and Their Integrated Effect for Out-of-Domain Generalization CVPR 2022
Benchmarking and Analyzing Point Cloud Classification under Corruptions ICML 2022
DIRL: Domain-Invariant Representation Learning for Generalizable Semantic Segmentation AAAI 2022
Generative Adaptive Convolutions for Real-World Noisy Image Denoising AAAI 2022
An Empirical Study on Explanations in Out-of-Domain Settings ACL 2022
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities ACL 2022
Rich Feature Construction for the Optimization-Generalization Dilemma ICML 2022
Understanding and Improving Robustness of Vision Transformers through Patch-based Negative Augmentation NIPS 2022
Don’t Discard Fixed-Window Audio Segmentation in Speech-to-Text Translation EMNLP 2022
Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation NIPS 2022
Domain Generalization through the Lens of Angular Invariance IJCAI 2022
Breaking Down Out-of-Distribution Detection: Many Methods Based on OOD Training Data Estimate a Combination of the Same Core Quantities ICML 2022
Style Neophile: Constantly Seeking Novel Styles for Domain Generalization CVPR 2022
PureGaze: Purifying Gaze Feature for Generalizable Gaze Estimation AAAI 2022
Is a Modular Architecture Enough? NIPS 2022
Dynamic CNNs Using Uncertainty To Overcome Domain Generalization for Surgical Instrument Localization WACV 2022
Domain Generalization Through Audio-Visual Relative Norm Alignment in First Person Action Recognition WACV 2022
Robust Calibration with Multi-domain Temperature Scaling NIPS 2022
Towards Unsupervised Domain Generalization CVPR 2022
Pin the Memory: Learning To Generalize Semantic Segmentation CVPR 2022
Semantic-Aware Domain Generalized Segmentation CVPR 2022