no code implementations • 2 May 2024 • Nishad Singhi, Jae Myung Kim, Karsten Roth, Zeynep Akata
In this paper, we find that this is noticeably driven by an independent treatment of concepts during intervention, wherein a change of one concept does not influence the use of other ones in the model's final decision.
1 code implementation • ICCV 2023 • Hritik Bansal, Nishad Singhi, Yu Yang, Fan Yin, Aditya Grover, Kai-Wei Chang
Multimodal contrastive pretraining has been used to train multimodal representation models, such as CLIP, on large amounts of paired image-text data.
no code implementations • 6 Feb 2023 • Nishad Singhi, Florian Mohnert, Ben Prystawski, Falk Lieder
This creates an untapped opportunity to derive practical recommendations for which subgoals managers and individuals should set from cognitive models of bounded rationality.