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cs.CV2026
On the Adversarial Robustness of Discrete Image Tokenizers
Rishika Bhagwatkar, Irina Rish, Nicolas Flammarion +1
Discrete image tokenizers encode visual inputs as sequences of tokens from a finite vocabulary and are gaining popularity in multimodal systems, including encoder-only, encoder-dec…
cs.LG2026
On the Out-of-Distribution Generalization of Reasoning in Multimodal LLMs for Simple Visual Planning Tasks
Yannic Neuhaus, Nicolas Flammarion, Matthias Hein +1
Integrating reasoning in large language models and large vision-language models has recently led to significant improvement of their capabilities. However, the generalization of re…