Author

Gianni van de Velde

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Nov 2026

Online Class Posteriors for Interpretable and Controllable Discrete Diffusion

Discrete diffusion models remain far less understood than their continuous counterparts, despite recent breakthroughs across modalities, most notably in text. Leveraging tools from continuous diffusion, we formulate a theoretical framework to track the class-conditional posterior in an online manner by combining condit...

Felix Koulischer, Gianni van de Velde, François Remy et al. · 0 citations

Open access 2026

Hybrid Speculative Decoding in RAG: When Do the Pros Outweigh the Cons?

Speculative decoding emerged as a way to break the sequential autoregressive decoding of Large Language Models (LLMs), based on the idea that a lightweight model produces draft completions, to be efficiently verified in parallel by the actual LLM. Building on recent work where a hybrid speculative decoding strategy was...

Gianni van de Velde, Cédric Goemaere, François Remy et al. · IEEE Access · 0 citations