no code implementations • 4 Oct 2023 • Oscar Mañas, Benno Krojer, Aishwarya Agrawal
Thus, there is a need to develop more robust automatic VQA metrics that serve as a proxy for human judgment.
1 code implementation • 15 Jun 2023 • Jiefu Ou, Benno Krojer, Daniel Fried
We propose a simple yet effective and robust method for contrastive captioning: generating discriminative captions that distinguish target images from very similar alternative distractor images.
1 code implementation • NeurIPS 2023 • Benno Krojer, Elinor Poole-Dayan, Vikram Voleti, Christopher Pal, Siva Reddy
We also measure the stereotypical bias in diffusion models, and find that Stable Diffusion 2. 1 is, for the most part, less biased than Stable Diffusion 1. 5.
1 code implementation • ACL 2022 • Benno Krojer, Vaibhav Adlakha, Vibhav Vineet, Yash Goyal, Edoardo Ponti, Siva Reddy
In particular, models are tasked with retrieving the correct image from a set of 10 minimally contrastive candidates based on a contextual description.
Ranked #1 on Image Retrieval on ImageCoDe
no code implementations • COLING 2020 • Dario Stojanovski, Benno Krojer, Denis Peskov, Alexander Fraser
Recent high scores on pronoun translation using context-aware neural machine translation have suggested that current approaches work well.
1 code implementation • CONLL 2020 • Nora Kassner, Benno Krojer, Hinrich Schütze
How can pretrained language models (PLMs) learn factual knowledge from the training set?