Thao D. Nguyen
- DataComp: In search of the next generation of multimodal datasets
2023/04/27 by Samir Yitzhak Gadre, Gadre, Samir Yitzhak, Gabriel Ilharco +65 · 81 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- Improving Multimodal Datasets with Image Captioning
2023/07/19 by Thao D. Nguyen, Samir Yitzhak Gadre, Nguyen, Thao +7 · 15 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Quality Not Quantity: On the Interaction between Dataset Design and Robustness of CLIP
2022/08/10 by Thao D. Nguyen, Gabriel Ilharco, Nguyen, Thao +7 · 6 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Topic Modeling #Web Data Mining and Analysis
- Multilingual Diversity Improves Vision-Language Representations
2024/05/27 by Thao D. Nguyen, Nguyen, Thao, Matthew Wallingford +13 · 6 citations
Arts and Humanities · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Media, Religion, Digital Communication
- Recycling the Web: A Method to Enhance Pre-training Data Quality and Quantity for Language Models
2025/06/05 by Thao D. Nguyen, Li Yang, Nguyen, Thao +11 · 11 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling #Web Data Mining and Analysis
- YoChameleon: Personalized Vision and Language Generation
2025/04/29 by Thao D. Nguyen, Nguyen, Thao, Krishna K. Singh +9 · 9 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Topic Modeling
- On the Origins of the Block Structure Phenomenon in Neural Network Representations
2022/02/15 by Thao D. Nguyen, Nguyen, Thao, Maithra Raghu +3 · 2 citations
Computer Science · Physics and Astronomy · #Neural Networks and Applications #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks
- ProteinZero: Self-Improving Protein Generation via Online Reinforcement Learning
2025/06/09 by Ziwen Wang, Wang, Ziwen, Ruihan Guo +8 · 3 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics #Quantitative Methods (q-bio.QM) #vaccines and immunoinformatics approaches
- Variational Supervised Contrastive Learning
2025/06/09 by Ziwen Wang, Wang, Ziwen, Thao D. Nguyen +6 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Face recognition and analysis #Advanced Neural Network Applications