Malik Boudiaf

Joined

February 2020

Names

Malik Boudiaf (Preferred)

Emails

****@etsmtl.net (Confirmed)

Personal Links

Career & Education History

PhD student

École de technologie supérieure (etsmtl.ca)

2019 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Ismail Ben Ayed

2019 – 2023

PhD Advisor

Pablo Piantanida

2019 – 2023

Expertise

Deep learning

2019 – 2023

Information theory

2019 – 2023

Publications

SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain
Pierre Colombo, Telmo Pires, Malik Boudiaf, Rui Melo, Gabriel Hautreux, Etienne Malaboeuf, Johanne Charpentier, Dominic Culver, Michael Desa
- NeurIPS 2024 poster
- Readers: Everyone
Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models
Pierre Colombo, Victor Pellegrain, Malik Boudiaf, Myriam Tami, Victor Storchan, Ismail Ben Ayed, Pablo Piantanida
- EMNLP 2023 Main
- Readers: Everyone
In Search for a Generalizable Method for Source Free Domain Adaptation
Malik Boudiaf, tom denton, Bart van Merrienboer, Vincent Dumoulin, Eleni Triantafillou
- ICML 2023 Poster
- Readers: Everyone
NOTELA: A Generalizable Method for Source Free Domain Adaptation
Malik Boudiaf, tom denton, Bart van Merrienboer, Vincent Dumoulin, Eleni Triantafillou
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Towards Practical Few-shot Query Sets: Transductive Minimum Description Length Inference
Ségolène Tiffany Martin, Malik Boudiaf, Emilie Chouzenoux, Jean-Christophe Pesquet, Ismail Ben Ayed
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
KNIFE: Kernelized-Neural Differential Entropy Estimation
Georg Pichler, Pierre Colombo, Malik Boudiaf, Günther Koliander, Pablo Piantanida
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
Realistic evaluation of transductive few-shot learning
Olivier Veilleux, Malik Boudiaf, Pablo Piantanida, Ismail Ben Ayed
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need?
Malik Boudiaf, Hoel Kervadec, Imtiaz Masud Ziko, Pablo Piantanida, Ismail Ben Ayed, Jose Dolz
- 08 May 2021 (modified: 30 Nov 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
Transductive Information Maximization For Few-Shot Learning
Malik Boudiaf, Imtiaz Masud Ziko, Jérôme Rony, Jose Dolz, Pablo Piantanida, Ismail Ben Ayed
- 08 May 2021 (modified: 30 Nov 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone

Co-Authors

View all 27 co-authors