Let there be a clock on the beach: Reducing Object Hallucination in Image Captioning

4 October 2021

Papers citing "Let there be a clock on the beach: Reducing Object Hallucination in Image Captioning"

14 / 14 papers shown

Title
Attention Hijackers: Detect and Disentangle Attention Hijacking in LVLMs for Hallucination Mitigation Beitao Chen Xinyu Lyu Lianli Gao Jingkuan Song H. Shen 63 1 0 11 Mar 2025
Can Hallucination Correction Improve Video-Language Alignment? Lingjun Zhao Mingyang Xie Paola Cascante-Bonilla Hal Daumé III Kwonjoon Lee HILM VLM 57 0 0 20 Feb 2025
Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection Le Yang Ziwei Zheng Boxu Chen Zhengyu Zhao Chenhao Lin Chao Shen VLM 140 3 0 18 Dec 2024
Generating Faithful and Salient Text from Multimodal Data Tahsina Hashem Weiqing Wang Derry Tanti Wijaya Mohammed Eunus Ali Yuan-Fang Li 26 0 0 06 Sep 2024
Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models Fushuo Huo Wenchao Xu Zhong Zhang Haozhao Wang Zhicheng Chen Peilin Zhao VLM MLLM 63 19 0 04 Aug 2024
HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal Reasoning Zhecan Wang Garrett Bingham Adams Wei Yu Quoc V. Le Thang Luong Golnaz Ghiasi MLLM LRM 37 9 0 22 Jul 2024
Mitigating Open-Vocabulary Caption Hallucinations Assaf Ben-Kish Moran Yanuka Morris Alper Raja Giryes Hadar Averbuch-Elor MLLM VLM 20 6 0 06 Dec 2023
Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning Mustafa Shukor Alexandre Ramé Corentin Dancette Matthieu Cord LRM MLLM 38 20 0 01 Oct 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 37 76 0 13 Sep 2023
Evaluating Object Hallucination in Large Vision-Language Models Yifan Li Yifan Du Kun Zhou Jinpeng Wang Wayne Xin Zhao Ji-Rong Wen MLLM LRM 93 693 0 17 May 2023
Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training Wenliang Dai Zihan Liu Ziwei Ji Dan Su Pascale Fung MLLM VLM 29 62 0 14 Oct 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 49 2,234 0 08 Feb 2022
Comprehensive Image Captioning via Scene Graph Decomposition Yiwu Zhong Liwei Wang Jianshu Chen Dong Yu Yin Li 84 124 0 23 Jul 2020
Neural Baby Talk Jiasen Lu Jianwei Yang Dhruv Batra Devi Parikh VLM 194 434 0 27 Mar 2018