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T. Le

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Preprint Aug 2026

When Does An Extra View Help? Adapting Single-View 3D Reconstruction with Extra Imagery

Reconstruction of 3D objects from a single image is a challenging research problem in computer vision. The key challenge is the lack of critical information from viewpoints to complete 3D structures. Using an additional view may help to resolve the issue. However, there is no mechanism that can integrate the extra view...

Y. Huynh, D. T. Nguyen, T. Le et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Why Jailbreaks Succeed in Diffusion Language Models: An Energy Landscape Analysis

Three complementary, training-free detection signals are derived that reads the initial safety disposition from the logit distribution before generation begins, and two trajectory-velocity signals that track kinetic energy in complementary subspaces of the logit space, so the three signals cover each other's blind spot...

Thong Bach, Dung Nguyen, T. Le et al. · 0 citations
Review Open access Aug 2026

Systematic Literature Review of Vision-Language-Action Models for Generalist Robots

Generalist robots need to perform diverse tasks while operating in dynamic, uncertain, and unstructured environments, often around human beings. Vision-language-action (VLA) models have recently emerged as a promising and flexible framework for integrating perception, reasoning, robotic control, and action execution to...

Umair Cheema, Y. Badr, T. Le et al. · 0 citations

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