domain generalization

1517 papers

Explore in graph

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

Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment CVPR 2024

PLIP: Language-Image Pre-training for Person Representation Learning NIPS 2024

An Empirical Study of the Generalization Ability of Lidar 3D Object Detectors to Unseen Domains CVPR 2024

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

On the Effects of Data Scale on UI Control Agents NIPS 2024

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

Unlocking Emergent Modularity in Large Language Models NAACL 2024

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

Leveraging Generative Large Language Models with Visual Instruction and Demonstration Retrieval for Multimodal Sarcasm Detection NAACL 2024

Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP NIPS 2024

SimSCOOD: Systematic Analysis of Out-of-Distribution Generalization in Fine-tuned Source Code Models NAACL 2024

Towards Generalizing to Unseen Domains with Few Labels CVPR 2024

Unveiling Project-Specific Bias in Neural Code Models COLING 2024

Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis COLING 2024

ALVIN: Active Learning Via INterpolation EMNLP 2024

Empowering Unsupervised Domain Adaptation With Large-Scale Pre-Trained Vision-Language Models WACV 2024

Time-Varying LoRA: Towards Effective Cross-Domain Fine-Tuning of Diffusion Models NIPS 2024

SimpliMix: A Simplified Manifold Mixup for Few-Shot Point Cloud Classification WACV 2024

FairFlow: Mitigating Dataset Biases through Undecided Learning for Natural Language Understanding EMNLP 2024

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

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

Synthesizing Text-to-SQL Data from Weak and Strong LLMs ACL 2024

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

RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering EMNLP 2024

Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation NIPS 2024