Van-Tam Nguyen

6 papers at tracked venues · 4 at CORE A* · active 2024–2025

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Venues

ECCV ×2 NeurIPS ×2 AAAI ×1 ICML ×1

Frequent coauthors

Enzo Tartaglione

×5

Le-Trung Nguyen

×2

Aël Quélennec

×2

Victor Quétu

×2

Samuel Tardieu

×2

Lorenzo Guerra

×1

Thomas Chapuis

×1

Guillaume Duc

×1

Pavlo Mozharovskyi

×1

Zhu Liao

×1

Nour Hezbri

×1

Rémi Nahon

×1

Papers

Beyond Low-rank Decomposition: A Shortcut Approach for Efficient On-Device Learning
ICML 2025 ·
Le-Trung Nguyen
,
Aël Quélennec
, Van-Tam Nguyen,
Enzo Tartaglione
Self-Supervised Learning of Graph Representations for Network Intrusion Detection
NeurIPS 2025 ·
Lorenzo Guerra
,
Thomas Chapuis
,
Guillaume Duc
,
Pavlo Mozharovskyi
, Van-Tam Nguyen
Till the Layers Collapse: Compressing a Deep Neural Network Through the Lenses of Batch Normalization Layers
AAAI 2025 ·
Zhu Liao
,
Nour Hezbri
,
Victor Quétu
, Van-Tam Nguyen,
Enzo Tartaglione
Activation Map Compression through Tensor Decomposition for Deep Learning
NeurIPS 2024 ·
Le-Trung Nguyen
,
Aël Quélennec
,
Enzo Tartaglione
,
Samuel Tardieu
, Van-Tam Nguyen
Debiasing Surgeon: Fantastic Weights and How to Find Them
ECCV 2024 ·
Rémi Nahon
,
Ivan Luiz De Moura Matos
, Van-Tam Nguyen,
Enzo Tartaglione
Memory-Optimized Once-For-All Network
ECCV 2024 ·
Maxime Girard
,
Victor Quétu
,
Samuel Tardieu
, Van-Tam Nguyen,
Enzo Tartaglione