Author

Zhengkui Wang

3 papers indexed here

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#artificial intelligence Preprint Sep 2026

NutriVision: Ingredient-Conditioned Fusion and Prediction for Single-Image Food Nutrition Estimation

Nutrition estimation is a fundamental task in consumer diet tracking, clinical dietetics, chronic disease management, sports and hospital nutrition, and broader food computing systems. The existing approaches have progressed along two largely separate axes, vision models that rely on calibrated RGB-depth captures and i...

Aman Kumar, Avinash Anand, Chaitanya Lakhchaura et al. · 0 citations

#artificial intelligence Preprint Sep 2026

SynDORBench: Evaluating LVLM Perceptual Robustness Under Physically Constrained Visibility Conditions

Large vision-language models (LVLMs) have demonstrated remarkable performance on multimodal reasoning benchmarks, yet their perceptual reliability under physically constrained imaging conditions remains poorly understood. Existing evaluations predominantly assume ideal visual inputs and therefore fail to characterize h...

Jeremy Stephen Gabriel Yee, Zheng-Kui Wang, Zhi-Yu Zhang et al. · 0 citations

Preprint Aug 2026

TextNCA: Neural Cellular Automata for Language Modeling via Hierarchical Local Attention

The work positions the work as a controlled reading of which parts of NCA-style computation carry the weight in language modelling, and examines a hierarchical variant of the Neural Cellular Automaton that cascades three stages with windows.

Avni Mittal, Avinash Anand, Ashutosh Kumar et al. · 0 citations