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domain generalization

1522 papers

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DG

Co-occurring keywords

domain adaptation (4595) transfer learning (5449) distribution shift (722) representation learning (6206) out-of-distribution generalization (408) data augmentation (3052) semantic segmentation (3186) zero-shot learning (3650) vision-language model (2348) few-shot learning (3398)

Papers

Human-Aided Saliency Maps Improve Generalization of Deep Learning WACV 2022
Late-Resizing: A Simple but Effective Sketch Extraction Strategy for Improving Generalization of Line-Art Colorization WACV 2022
mToFNet: Object Anti-Spoofing With Mobile Time-of-Flight Data WACV 2022
Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning COLING 2022
Can Data Diversity Enhance Learning Generalization? COLING 2022
Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning COLING 2022
Temporal Generalization for Spoken Language Understanding NAACL 2022
FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification Systems NAACL 2022
A Generative Approach for Mitigating Structural Biases in Natural Language Inference NAACL 2022
Combining Diverse Feature Priors ICML 2022
Adversarially Robust Models may not Transfer Better: Sufficient Conditions for Domain Transferability from the View of Regularization ICML 2022
Improving Out-of-Distribution Robustness via Selective Augmentation ICML 2022
Rich Feature Construction for the Optimization-Generalization Dilemma ICML 2022
Comparison Knowledge Translation for Generalizable Image Classification IJCAI 2022
Forecasting the Number of Tenants At-Risk of Formal Eviction: A Machine Learning Approach to Inform Public Policy IJCAI 2022
Test-time Fourier Style Calibration for Domain Generalization IJCAI 2022
Statistically-Guided Deep Network Transformation to Harness Heterogeneity in Space (Extended Abstract) IJCAI 2022
Does Audio Deepfake Detection Generalize? INTERSPEECH 2022
Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection INTERSPEECH 2022
Disentangling the Impacts of Language and Channel Variability on Speech Separation Networks INTERSPEECH 2022
Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed Classification AAAI 2022
Augmentation-Free Self-Supervised Learning on Graphs AAAI 2022
Invariant Information Bottleneck for Domain Generalization AAAI 2022
PureGaze: Purifying Gaze Feature for Generalizable Gaze Estimation AAAI 2022
Generative Adaptive Convolutions for Real-World Noisy Image Denoising AAAI 2022