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cs.CV2023
Waffling around for Performance: Visual Classification with Random Words and Broad Concepts
Karsten Roth, Jae Myung Kim, A. Sophia Koepke +3
The visual classification performance of vision-language models such as CLIP has been shown to benefit from additional semantic knowledge from large language models (LLMs) such as…
cs.CV2023★ 2 cited
If at First You Don't Succeed, Try, Try Again: Faithful Diffusion-based Text-to-Image Generation by Selection
Shyamgopal Karthik, Karsten Roth, Massimiliano Mancini +1
Despite their impressive capabilities, diffusion-based text-to-image (T2I) models can lack faithfulness to the text prompt, where generated images may not contain all the mentioned…