Burcu Karagol Ayan

Publications by Year

Research Areas

Topic Modeling, Multimodal Machine Learning Applications, Natural Language Processing Techniques, Generative Adversarial Networks and Image Synthesis, Image Retrieval and Classification Techniques

Most-Cited Works

• → Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding(2022)2,103 cited
• → Scaling Autoregressive Models for Content-Rich Text-to-Image Generation(2022)340 cited
• → PaLI: A Jointly-Scaled Multilingual Language-Image Model(2022)194 cited
• → Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering(2021)27 cited
• → ImageInWords: Unlocking Hyper-Detailed Image Descriptions(2024)8 cited
• → Context-Based Quotation Recommendation(2021)6 cited
• → Text Classification with Few Examples using Controlled Generalization(2019)5 cited
• → Harm Amplification in Text-to-Image Models(2024)1 cited