Alexander Ku
- Scaling Autoregressive Models for Content-Rich Text-to-Image Generation
2022/06/22 by Jiahui Yu, Yu, Jiahui, Yuanzhong Xu +31 · 126 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Advanced Neural Network Applications
- Vector-quantized Image Modeling with Improved VQGAN
2021/10/09 by Jiahui Yu, Yu, Jiahui, Xin Li +17 · 81 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Understanding the Limits of Vision Language Models Through the Lens of the Binding Problem
2024/10/31 by Declan Campbell, Sunayana Rane, Campbell, Declan +21 · 4 voices · 17 citations
Psychology · Arts and Humanities · #Language, Metaphor, and Cognition #linguistics and terminology studies #Categorization, perception, and language
- DOCCI: Descriptions of Connected and Contrasting Images
2024/04/30 by Yasumasa Onoe, Onoe, Yasumasa, Sunayana Rane +21 · 23 citations
Computer Science · #Advanced Vision and Imaging
- Prompt Expansion for Adaptive Text-to-Image Generation
2023/12/27 by Siddhartha Datta, Alexander Ku, Datta, Siddhartha +5 · 8 citations
Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Video Analysis and Summarization
- A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning
2022/10/06 by Aishwarya Kamath, Kamath, Aishwarya, Peter J. Anderson +15 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques