Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations

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Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations

3 October 2024

Anish Kachinthaya

Yossi Gandelsman

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Papers citing "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations"

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Title
Understanding the Role of Individual Units in a Deep Neural Network David Bau Jun-Yan Zhu Hendrik Strobelt Àgata Lapedriza Bolei Zhou Antonio Torralba GAN 75 453 0 10 Sep 2020
A Disentangling Invertible Interpretation Network for Explaining Latent Representations Patrick Esser Robin Rombach Bjorn Ommer 60 88 0 27 Apr 2020
Object Hallucination in Image Captioning Anna Rohrbach Lisa Anne Hendricks Kaylee Burns Trevor Darrell Kate Saenko 204 443 0 06 Sep 2018
RISE: Randomized Input Sampling for Explanation of Black-box Models Vitali Petsiuk Abir Das Kate Saenko FAtt 188 1,176 0 19 Jun 2018
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 442 43,875 0 01 May 2014