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