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domain generalization

1517 papers

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Also known as

DGSS DG SDG

Co-occurring keywords

domain adaptation (4578) transfer learning (5442) distribution shift (711) representation learning (6174) out-of-distribution generalization (403) data augmentation (3037) semantic segmentation (3179) zero-shot learning (3637) vision-language model (2235) few-shot learning (3390)

Papers

ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization NIPS 2022
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization NIPS 2022
FedSR: A Simple and Effective Domain Generalization Method for Federated Learning NIPS 2022
Efficient and Effective Augmentation Strategy for Adversarial Training NIPS 2022
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time NIPS 2022
Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning NIPS 2022
Spectrum Random Masking for Generalization in Image-based Reinforcement Learning NIPS 2022
Look where you look! Saliency-guided Q-networks for generalization in visual Reinforcement Learning NIPS 2022
Assaying Out-Of-Distribution Generalization in Transfer Learning NIPS 2022
Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization NIPS 2022
Understanding Guided Image Captioning Performance across Domains CONLL 2021
BREEDS: Benchmarks for Subpopulation Shift ICLR 2021
Learn to Expect the Unexpected: Probably Approximately Correct Domain Generalization AISTATS 2021
Dual Reweighting Domain Generalization for Face Presentation Attack Detection IJCAI 2021
Domain Generalization by Marginal Transfer Learning JMLR 2021
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems ACL 2021
Environment Inference for Invariant Learning ICML 2021
A Bit More Bayesian: Domain-Invariant Learning with Uncertainty ICML 2021
Unsupervised Domain Adaptation for Dysarthric Speech Detection via Domain Adversarial Training and Mutual Information Minimization INTERSPEECH 2021
Anlirika: An LSTM–CNN Flow Twister for Spoken Language Identification NAACL 2021
Fearless Steps Challenge Phase-3 (FSC P3): Advancing SLT for Unseen Channel and Mission Data Across NASA Apollo Audio INTERSPEECH 2021
Improving De-Raining Generalization via Neural Reorganization ICCV 2021
Domain-Invariant Disentangled Network for Generalizable Object Detection ICCV 2021
Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions ICCV 2021
Robustness via Cross-Domain Ensembles ICCV 2021