Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via
Language-Contrastive Decoding (LCD)

Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD)

6 August 2024

Avshalom Manevich

Papers citing "Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD)"

5 / 5 papers shown

Title
Vision-Encoders (Already) Know What They See: Mitigating Object Hallucination via Simple Fine-Grained CLIPScore Hongseok Oh Wonseok Hwang VLM 41 0 0 27 Feb 2025
Mitigating Hallucinations in Large Vision-Language Models via Summary-Guided Decoding Kyungmin Min Minbeom Kim Kang-il Lee Dongryeol Lee Kyomin Jung MLLM 92 3 0 20 Feb 2025
Multi-Modal Hallucination Control by Visual Information Grounding Alessandro Favero L. Zancato Matthew Trager Siddharth Choudhary Pramuditha Perera Alessandro Achille Ashwin Swaminathan Stefano Soatto MLLM 87 62 0 20 Mar 2024
Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding Sicong Leng Hang Zhang Guanzheng Chen Xin Li Shijian Lu Chunyan Miao Li Bing VLM MLLM 95 198 0 28 Nov 2023
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