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domain generalization

1,679 papers

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DG

Co-occurring keywords · papers mentioning both

domain adaptation (259) distribution shift (160) transfer learning (154) representation learning (136) out-of-distribution generalization (132) data augmentation (108) semantic segmentation (96) vision-language model (87) zero-shot learning (78) few-shot learning (76)

Papers

AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models NeurIPS 2024 Adaptive Domain Learning for Cross-domain Image Denoising NeurIPS 2024 Adding User Feedback To Enhance CB-Whisper Interspeech 2024 ADFactory: An Effective Framework for Generalizing Optical Flow with NeRF CVPR 2024 A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation CVPR 2024 Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models NeurIPS 2024 Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive ICLR 2024 AdvST: Revisiting Data Augmentations for Single Domain Generalization AAAI 2024 Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP NeurIPS 2024 Agnostic Multi-Robust Learning using ERM AISTATS 2024 AHA: Human-Assisted Out-of-Distribution Generalization and Detection NeurIPS 2024 Align Before Adapt: Leveraging Entity-to-Region Alignments for Generalizable Video Action Recognition CVPR 2024 All in One Framework for Multimodal Re-identification in the Wild CVPR 2024 ALVIN: Active Learning Via INterpolation EMNLP 2024 A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content Detection NAACL 2024 An Empirical Study of the Generalization Ability of Lidar 3D Object Detectors to Unseen Domains CVPR 2024 Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection CVPR 2024 Any-Shift Prompting for Generalization over Distributions CVPR 2024 Any-Way Meta Learning AAAI 2024 AP-Adapter: Improving Generalization of Automatic Prompts on Unseen Text-to-Image Diffusion Models NeurIPS 2024 APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation CVPR 2024 Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology NeurIPS 2024 A Simple Framework for Generalization in Visual RL under Dynamic Scene Perturbations NeurIPS 2024 A Simple Recipe for Language-guided Domain Generalized Segmentation CVPR 2024 A synthetic data approach for domain generalization of NLI models ACL 2024