no code implementations • 30 Jun 2023 • Guillaume Sanchez, Honglu Fan, Alexander Spangher, Elad Levi, Pawan Sasanka Ammanamanchi, Stella Biderman
Classifier-Free Guidance (CFG) has recently emerged in text-to-image generation as a lightweight technique to encourage prompt-adherence in generations.
Ranked #1 on Text Generation on SciQ
1 code implementation • 18 May 2020 • Adrian Łańcucki, Jan Chorowski, Guillaume Sanchez, Ricard Marxer, Nanxin Chen, Hans J. G. A. Dolfing, Sameer Khurana, Tanel Alumäe, Antoine Laurent
We show that the codebook learning can suffer from poor initialization and non-stationarity of clustered encoder outputs.
no code implementations • 23 Apr 2020 • Guillaume Sanchez, Vincente Guis, Ricard Marxer, Frédéric Bouchara
Deep Learning systems have shown tremendous accuracy in image classification, at the cost of big image datasets.