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cs.CV2026
Visual Information-Guided Parallel Decoding for Diffusion Multimodal Large Language Models
Insu Lee, Wooje Park, Wonseok Shin +2
Diffusion multimodal large language models (dMLLMs) have recently emerged as a new decoding paradigm for multimodal generation. Starting from a fully masked sequence, dMLLMs progre…
cs.CL2026
Dependency-Aware Revocable Decoding for Efficient Diffusion Large Language Model Inference
Wooje Park, Insu Lee, Minyoung Noh +4
Diffusion large language models (dLLMs) offer a promising alternative to autoregressive generation by decoding multiple tokens in parallel through iterative denoising. However, inc…
cs.CV2026
Revealing Multi-View Hallucination in Large Vision-Language Models
Wooje Park, Insu Lee, Soohyun Kim +4
Large vision-language models (LVLMs) are increasingly being applied to multi-view image inputs captured from diverse viewpoints. Despite this growing use, current LVLMs often gener…