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

Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality Assessment CVPR 2024

Recovering Complete Actions for Cross-dataset Skeleton Action Recognition NIPS 2024

Rethinking Generalizable Face Anti-spoofing via Hierarchical Prototype-guided Distribution Refinement in Hyperbolic Space CVPR 2024

DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting NIPS 2024

Dissecting the Failure of Invariant Learning on Graphs NIPS 2024

UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation EMNLP 2024

Towards Multi-Domain Learning for Generalizable Video Anomaly Detection NIPS 2024

ALVIN: Active Learning Via INterpolation EMNLP 2024

MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation EMNLP 2024

Major Entity Identification: A Generalizable Alternative to Coreference Resolution EMNLP 2024

Generalizable Person Re-identification via Balancing Alignment and Uniformity NIPS 2024

PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization NIPS 2024

Decoupled Invariant Attention Network for Multivariate Time-series Forecasting IJCAI 2024

AHA: Human-Assisted Out-of-Distribution Generalization and Detection NIPS 2024

WeiPer: OOD Detection using Weight Perturbations of Class Projections NIPS 2024

A Systematic Analysis on the Temporal Generalization of Language Models in Social Media ACL 2024

Adding User Feedback To Enhance CB-Whisper INTERSPEECH 2024

Cross-modal Representation Flattening for Multi-modal Domain Generalization NIPS 2024

Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics WACV 2024

Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation ACL 2024

Improving Generalization of Dynamic Graph Learning via Environment Prompt NIPS 2024

Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations NIPS 2024

TACIT: A Target-Agnostic Feature Disentanglement Framework for Cross-Domain Text Classification AAAI 2024

Parameter Competition Balancing for Model Merging NIPS 2024

Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding EMNLP 2024