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Domain Generalization

1760 directly classified papers

Papers per year

Papers

MASKER: Masked Keyword Regularization for Reliable Text Classification AAAI 2021
Robustness to Spurious Correlations in Text Classification via Automatically Generated Counterfactuals AAAI 2021
Revisiting Batch Normalization for Improving Corruption Robustness WACV 2021
From Generalized Zero-Shot Learning to Long-Tail With Class Descriptors WACV 2021
Invariant Risk Minimization Games ICML 2020
Multidimensional Shape Constraints ICML 2020
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances NIPS 2020
Automated Synthetic-to-Real Generalization ICML 2020
Robustness to Spurious Correlations via Human Annotations ICML 2020
Test-Time Training with Self-Supervision for Generalization under Distribution Shifts ICML 2020
Adversarial Separation and Adaptation Network for Far-Field Speaker Verification INTERSPEECH 2020
Learning De-biased Representations with Biased Representations ICML 2020
Provably Efficient Model-based Policy Adaptation ICML 2020
Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-Corpus Setting for Speech Emotion Recognition INTERSPEECH 2020
On Cross-Dataset Generalization in Automatic Detection of Online Abuse EMNLP 2020
The Origins and Prevalence of Texture Bias in Convolutional Neural Networks NIPS 2020
MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering EMNLP 2020
Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness NIPS 2020
Learning Complex Spectral Mapping for Speech Enhancement with Improved Cross-Corpus Generalization INTERSPEECH 2020
Ensuring Fairness Beyond the Training Data NIPS 2020
DeFeat-Net: General Monocular Depth via Simultaneous Unsupervised Representation Learning CVPR 2020
Towards Universal Representation Learning for Deep Face Recognition CVPR 2020
Mapillary Street-Level Sequences: A Dataset for Lifelong Place Recognition CVPR 2020
Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing ACL 2020
Plug-and-Play Rescaling Based Crowd Counting in Static Images WACV 2020