Victor Bercy

IBISC, Université Paris-Saclay, Université d’Evry, F-91020, Evry-Courcouronnes, France, Université Paris-Saclay, CEA, List, F-91120, Palaiseau, France

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Computer Vision (1)

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Martyna Poreba (1)M. Szczepanski (1)S. Bouchafa (1)

Papers (1)

Sep 16, 2026

3w ago

G2TM: Single-Module Graph-Guided Token Merging for Efficient Semantic Segmentation

Graph-Guided Token Merging (G2TM) is extended, a single module inserted early in a ViT-based network, beyond its original Segmenter setting, and its behavior and accuracy-efficiency trade-off are consistent across every tested architecture for a given backbone size, indicating that its effectiveness is a property of the encoder rather than the decoder.

Victor Bercy, Martyna Poreba, M. Szczepanski +1

Architecture Design (Transformers, SSMs, MoE)Computer Vision

Victor Bercy

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

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Victor Bercy

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)