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Exploiting Semantic Reconstruction to Mitigate Hallucinations in
  Vision-Language Models

Exploiting Semantic Reconstruction to Mitigate Hallucinations in Vision-Language Models

24 March 2024
Minchan Kim
Minyeong Kim
Junik Bae
Suhwan Choi
Sungkyung Kim
Buru Chang
    VLM
ArXivPDFHTML

Papers citing "Exploiting Semantic Reconstruction to Mitigate Hallucinations in Vision-Language Models"

6 / 6 papers shown
Title
Adversarial Diffusion Distillation
Adversarial Diffusion Distillation
Axel Sauer
Dominik Lorenz
A. Blattmann
Robin Rombach
138
332
0
28 Nov 2023
mPLUG-Owl: Modularization Empowers Large Language Models with
  Multimodality
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality
Qinghao Ye
Haiyang Xu
Guohai Xu
Jiabo Ye
Ming Yan
...
Junfeng Tian
Qiang Qi
Ji Zhang
Feiyan Huang
Jingren Zhou
VLM
MLLM
208
905
0
27 Apr 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image
  Encoders and Large Language Models
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models
Junnan Li
Dongxu Li
Silvio Savarese
Steven C. H. Hoi
VLM
MLLM
320
4,261
0
30 Jan 2023
Training language models to follow instructions with human feedback
Training language models to follow instructions with human feedback
Long Ouyang
Jeff Wu
Xu Jiang
Diogo Almeida
Carroll L. Wainwright
...
Amanda Askell
Peter Welinder
Paul Christiano
Jan Leike
Ryan J. Lowe
OSLM
ALM
366
12,003
0
04 Mar 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified
  Vision-Language Understanding and Generation
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
Junnan Li
Dongxu Li
Caiming Xiong
Guosheng Lin
MLLM
BDL
VLM
CLIP
392
4,154
0
28 Jan 2022
Fine-Tuning Language Models from Human Preferences
Fine-Tuning Language Models from Human Preferences
Daniel M. Ziegler
Nisan Stiennon
Jeff Wu
Tom B. Brown
Alec Radford
Dario Amodei
Paul Christiano
G. Irving
ALM
301
1,610
0
18 Sep 2019
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