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researcher

Nicolas Beltran-Velez

11 papers hereh-index 5100 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author8

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CV3
  • cs.AI1
  • cs.CL1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedEstimating the Hallucination Rate of Generative AI

4 citations · 5 across the 8 of their papers we have counts for

collaborators
Showing cs.CVShow all

3 papers · 1 filter

cs.CV2026

FeaTok: Feature-Loss Tokenization for Image Generation

Zhang Xiaofeng, Samuel Lavoie, Nicolas Beltran-Velez +6

Discrete image generators learn the distribution of tokens produced by an image tokenizer. These token representations should be easy for generators to model, not merely enable fai…

cs.CV2026

Inference-time Physics Alignment of Video Generative Models with Latent World Models

Jianhao Yuan, Xiaofeng Zhang, Felix Friedrich +7

State-of-the-art video generative models produce promising visual content yet often violate basic physics principles, limiting their utility. While some attribute this deficiency t…

cs.CV2025

Improving the Physics of Video Generation with VJEPA-2 Reward Signal

Jianhao Yuan, Xiaofeng Zhang, Felix Friedrich +7

This is a short technical report describing the winning entry of the PhysicsIQ Challenge, presented at the Perception Test Workshop at ICCV 2025. State-of-the-art video generative…

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