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Ferreira, Fabio
8 publications
ICLR
2025
Beyond Random Augmentations: Pretraining with Hard Views
Fabio Ferreira
,
Ivo Rapant
,
Jörg K.H. Franke
,
Frank Hutter
NeurIPSW
2024
One-Shot World Models Using a Transformer Trained on a Synthetic Prior
Fabio Ferreira
,
Moreno Schlageter
,
Raghu Rajan
,
André Biedenkapp
,
Frank Hutter
ICLR
2024
Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How
Sebastian Pineda Arango
,
Fabio Ferreira
,
Arlind Kadra
,
Frank Hutter
,
Josif Grabocka
NeurIPSW
2024
Transfer Learning for Finetuning Large Language Models
Tobias Strangmann
,
Lennart Purucker
,
Jörg K.H. Franke
,
Ivo Rapant
,
Fabio Ferreira
,
Frank Hutter
JAIR
2023
MDP Playground: An Analysis and Debug Testbed for Reinforcement Learning
Raghu Rajan
,
Jessica Lizeth Borja Diaz
,
Suresh Guttikonda
,
Fabio Ferreira
,
André Biedenkapp
,
Jan Ole von Hartz
,
Frank Hutter
ICLR
2022
Learning Synthetic Environments and Reward Networks for Reinforcement Learning
Fabio Ferreira
,
Thomas Nierhoff
,
Andreas Sälinger
,
Frank Hutter
ICMLW
2022
On the Importance of Hyperparameters and Data Augmentation for Self-Supervised Learning
Diane Wagner
,
Fabio Ferreira
,
Danny Stoll
,
Robin Tibor Schirrmeister
,
Samuel Müller
,
Frank Hutter
ICML
2022
Zero-Shot AutoML with Pretrained Models
Ekrem Öztürk
,
Fabio Ferreira
,
Hadi Jomaa
,
Lars Schmidt-Thieme
,
Josif Grabocka
,
Frank Hutter