Author

Erland Hilman Fuadi

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Preprint Oct 2026

Ego2Act: Evaluating Goal-Directed Manipulation in Egocentric Video Generation

Video generation models are increasingly being explored as world simulators for embodied planning and learning. To do so effectively, these models must not only generate visually appealing frames, but also predict how environments dynamically evolve when executing goal-directed actions. While evaluating these capabilit...

Patrick Amadeus Irawan, Iskandar Muda Rizky Parlambang, Rava Maulana et al. · 0 citations

#machine learning Preprint Oct 2026

Measuring and Reducing Cross-Vendor Mismatch in Language Models

Running the same language model on different graphics processing unit (GPU) vendors can produce different logits, even when the model weights and inputs are the same. We analyze cross-vendor mismatch in two dense and two mixture-of-experts (MoE) models with five metric families, namely bitwise equality, logit differenc...

Erland Hilman Fuadi, Chong Tian, Xiao-Song Ma et al. · 0 citations