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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

Discover and Cure: Concept-aware Mitigation of Spurious Correlation ICML 2023
Borrowing Knowledge From Pre-trained Language Model: A New Data-efficient Visual Learning Paradigm ICCV 2023
Benchmarking Distribution Shift in Tabular Data with TableShift NIPS 2023
Learning Invariant Representations of Graph Neural Networks via Cluster Generalization NIPS 2023
Simple Disentanglement of Style and Content in Visual Representations ICML 2023
The Value of Out-of-Distribution Data ICML 2023
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning AAAI 2023
LoGoPrompt: Synthetic Text Images Can Be Good Visual Prompts for Vision-Language Models ICCV 2023
DyCVAE: Learning Dynamic Causal Factors for Non-stationary Series Domain Generalization (Student Abstract) AAAI 2023
POEM: Polarization of Embeddings for Domain-Invariant Representations AAAI 2023
Domain Specified Optimization for Deployment Authorization ICCV 2023
Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment AAAI 2023
MADG: Margin-based Adversarial Learning for Domain Generalization NIPS 2023
Offline RL with Discrete Proxy Representations for Generalizability in POMDPs NIPS 2023
On Pitfalls of Test-Time Adaptation ICML 2023
GenAug: Retargeting behaviors to unseen situations via Generative Augmentation RSS 2023
FLIP: Cross-domain Face Anti-spoofing with Language Guidance ICCV 2023
Neglected Free Lunch - Learning Image Classifiers Using Annotation Byproducts ICCV 2023
Video-Audio Domain Generalization via Confounder Disentanglement AAAI 2023
Domain Generalization of 3D Semantic Segmentation in Autonomous Driving ICCV 2023
Part-Aware Transformer for Generalizable Person Re-identification ICCV 2023
Learning Unforeseen Robustness from Out-of-distribution Data Using Equivariant Domain Translator ICML 2023
MaPLe: Multi-Modal Prompt Learning CVPR 2023
Change is Hard: A Closer Look at Subpopulation Shift ICML 2023
CLIPood: Generalizing CLIP to Out-of-Distributions ICML 2023