3 papers
cs.CV2026
Making Implicit Preservation Intent Explicit in Conversational Image Editing
Soomin Han, Jihyung Ahn, Bumsoo Kim +1
Conversational image editing requires preserving not only visible content, but also content that temporarily disappears across turns. When newly added or modified content occludes…
cs.CV2025
NOAH: Benchmarking Narrative Prior driven Hallucination and Omission in Video Large Language Models
Kyuho Lee, Euntae Kim, Jinwoo Choi +1
Video large language models (Video LLMs) have recently achieved strong performance on tasks such as captioning, summarization, and question answering. Many models and training meth…
cs.CV2025
Is 'Right' Right? Enhancing Object Orientation Understanding in Multimodal Large Language Models through Egocentric Instruction Tuning
Ji Hyeok Jung, Eun Tae Kim, Seoyeon Kim +3
Multimodal large language models (MLLMs) act as essential interfaces, connecting humans with AI technologies in multimodal applications. However, current MLLMs face challenges in a…