AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models

Language models are few-shot learners

Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al. 2020 · 1901

Earlier work this paper cites.

The theory of cognitive dissonance: A current perspective

Elliot Aronson. 1969 · 1969

Earlier work this paper cites.

Nonverbal expectancy violations: Model elaboration and application to immediacy behaviors

Judee K Burgoon and Jerold L Hale. 1988 · 1988

Earlier work this paper cites.

Interpersonal expectations, expectancy violations, and emotional communication

Judee K Burgoon. 1993 · 1993

Earlier work this paper cites.

Culture and cognition

Paul DiMaggio. 1997 · 1997

Earlier work this paper cites.

Microsoft coco: Common objects in context

Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C Lawrence Zitnick. 2014 · 2014

Earlier work this paper cites.

Improved techniques for training gans

Tim Salimans, Ian Goodfellow, Wojciech Zaremba, Vicki Cheung, Alec Radford, and Xi Chen. 2016 · 2016

Earlier work this paper cites.

Gans trained by a two time-scale update rule converge to a local nash equilibrium

Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, and Sepp Hochreiter. 2017 · 2017

Earlier work this paper cites.

Visual genome: Connecting language and vision using crowdsourced dense image annotations

Ranjay Krishna, Yuke Zhu, Oliver Groth, Justin Johnson, Kenji Hata, Joshua Kravitz, Stephanie Chen, Yannis Kalantidis, Li-Jia Li, David A Shamma, et al. 2017 · 2017

Earlier work this paper cites.

Schemata: The building blocks of cognition

David E Rumelhart. 2017 · 2017

Earlier work this paper cites.

Object hallucination in image captioning

Original

Anna Rohrbach, Lisa Anne Hendricks, Kaylee Burns, Trevor Darrell, and Kate Saenko. 2018 · 2018

Earlier work this paper cites.

An introduction to cognitive dissonance theory and an overview of current perspectives on the theory

Eddie Harmon-Jones and Judson Mills. 2019 · 2019

Earlier work this paper cites.

Cultural schemas: What they are, how to find them, and what to do once you’ve caught one

Andrei Boutyline and Laura K Soter. 2021 · 2021

Earlier work this paper cites.

Background remover: Remove background from images and video using ai

Johnathan Nader. 2021 · 2021

Earlier work this paper cites.

Learning transferable visual models from natural language supervision

Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, et al. 2021 · 2021

Earlier work this paper cites.

Flamingo: a visual language model for few-shot learning

Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, Antoine Miech, Iain Barr, Yana Hasson, Karel Lenc, Arthur Mensch, Katherine Millican, Malcolm Reynolds, et al. 2022 · 2022

Earlier work this paper cites.

Let there be a clock on the beach: Reducing object hallucination in image captioning

Ali Furkan Biten, Lluís Gómez, and Dimosthenis Karatzas. 2022 · 2022

Earlier work this paper cites.

Simple open-vocabulary object detection with vision transformers

Original

M Minderer, A Gritsenko, A Stone, M Neumann, D Weissenborn, A Dosovitskiy, A Mahendran, A Arnab, M Dehghani, Z Shen, et al. 2022 · 2022

Cited alongside, same era.

Training language models to follow instructions with human feedback

Long Ouyang, Jeffrey Wu, Xu Jiang, Diogo Almeida, Carroll Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agarwal, Katarina Slama, Alex Ray, et al. 2022 · 2022

Cited alongside, same era.

Hierarchical text-conditional image generation with clip latents

Original

Aditya Ramesh, Prafulla Dhariwal, Alex Nichol, Casey Chu, and Mark Chen. 2022 · 2022

Cited alongside, same era.

Gpt-4 technical report

Original

Josh Achiam, Steven Adler, Sandhini Agarwal, Lama Ahmad, Ilge Akkaya, Florencia Leoni Aleman, Diogo Almeida, Janko Altenschmidt, Sam Altman, Shyamal Anadkat, et al. 2023 · 2023

Cited alongside, same era.

Chatcad: Interactive computer-aided diagnosis on medical image using large language models

Original

Sheng Wang, Zihao Zhao, Xi Ouyang, Qian Wang, and Dinggang Shen. 2023 · 2023

Later among the works it cites.

Wizardlm: Empowering large language models to follow complex instructions

Original

Can Xu, Qingfeng Sun, Kai Zheng, Xiubo Geng, Pu Zhao, Jiazhan Feng, Chongyang Tao, and Daxin Jiang. 2023 · 2023

Later among the works it cites.

The dawn of lmms: Preliminary explorations with gpt-4v (ision)

Original

Zhengyuan Yang, Linjie Li, Kevin Lin, Jianfeng Wang, Chung-Ching Lin, Zicheng Liu, and Lijuan Wang. 2023 · 2023

Later among the works it cites.

Halle-switch: Controlling object hallucination in large vision language models

Bohan Zhai, Shijia Yang, Chenfeng Xu, Sheng Shen, Kurt Keutzer, and Manling Li. 2023 · 2023

Later among the works it cites.

Siren’s song in the ai ocean: A survey on hallucination in large language models