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Louis Kerner

2 accepted papers

2026

Data Provenance for Image Auto-Regressive Generation

ICLR 2026poster

Image autoregressive models (IARs) have recently demonstrated remarkable capabilities in visual content generation, achieving photorealistic quality and rapid synthesis through the next-token prediction paradigm adapted from large language models. As these models become widely accessible, robust dat…

Cited by 0SourceScholar
2025

BitMark: Watermarking Bitwise Autoregressive Image Generative Models

NeurIPS 2025poster

State-of-the-art text-to-image models like Infinity generate photorealistic images at an unprecedented speed. These models operate in a bitwise autoregressive manner over a discrete set of tokens that is practically infinite in size. However, their impressive generative power comes with a growing ri…

Cited by 0SourceScholar