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Boudiaf, Malik
13 publications
WACV
2024
Bag of Tricks for Fully Test-Time Adaptation
Saypraseuth Mounsaveng
,
Florent Chiaroni
,
Malik Boudiaf
,
Marco Pedersoli
,
Ismail Ben Ayed
CVPR
2024
LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP
Yunshi Huang
,
Fereshteh Shakeri
,
Jose Dolz
,
Malik Boudiaf
,
Houda Bahig
,
Ismail Ben Ayed
NeurIPS
2024
SaulLM-54b & SaulLM-141b: Scaling up Domain Adaptation for the Legal Domain
Pierre Colombo
,
Telmo Pires
,
Malik Boudiaf
,
Rui Melo
,
Dominic Culver
,
Etienne Malaboeuf
,
Gabriel Hautreux
,
Johanne Charpentier
,
Michael Desa
CVPR
2023
A Strong Baseline for Generalized Few-Shot Semantic Segmentation
Sina Hajimiri
,
Malik Boudiaf
,
Ismail Ben Ayed
,
Jose Dolz
ICML
2023
In Search for a Generalizable Method for Source Free Domain Adaptation
Malik Boudiaf
,
Tom Denton
,
Bart Van Merrienboer
,
Vincent Dumoulin
,
Eleni Triantafillou
CVPR
2023
Open-Set Likelihood Maximization for Few-Shot Learning
Malik Boudiaf
,
Etienne Bennequin
,
Myriam Tami
,
Antoine Toubhans
,
Pablo Piantanida
,
Celine Hudelot
,
Ismail Ben Ayed
ICML
2022
A Differential Entropy Estimator for Training Neural Networks
Georg Pichler
,
Pierre Jean A. Colombo
,
Malik Boudiaf
,
Günther Koliander
,
Pablo Piantanida
CVPR
2022
Parameter-Free Online Test-Time Adaptation
Malik Boudiaf
,
Romain Mueller
,
Ismail Ben Ayed
,
Luca Bertinetto
NeurIPS
2022
Towards Practical Few-Shot Query Sets: Transductive Minimum Description Length Inference
Ségolène Martin
,
Malik Boudiaf
,
Emilie Chouzenoux
,
Jean-Christophe Pesquet
,
Ismail Ayed
CVPR
2021
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need?
Malik Boudiaf
,
Hoel Kervadec
,
Ziko Imtiaz Masud
,
Pablo Piantanida
,
Ismail Ben Ayed
,
Jose Dolz
NeurIPS
2021
Realistic Evaluation of Transductive Few-Shot Learning
Olivier Veilleux
,
Malik Boudiaf
,
Pablo Piantanida
,
Ismail Ben Ayed
ECCV
2020
A Unifying Mutual Information View of Metric Learning: Cross-Entropy vs. Pairwise Losses
Malik Boudiaf
,
Jérôme Rony
,
Imtiaz Masud Ziko
,
Eric Granger
,
Marco Pedersoli
,
Pablo Piantanida
,
Ismail Ben Ayed
NeurIPS
2020
Information Maximization for Few-Shot Learning
Malik Boudiaf
,
Imtiaz Ziko
,
Jérôme Rony
,
Jose Dolz
,
Pablo Piantanida
,
Ismail Ben Ayed