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Samia Bouchafa | Lattice

Samia Bouchafa

Papers on Lattice

1

Total citations

0

Topics

3

Research focus

Inference & Quantization (1)Multimodal Models (1)Training Efficiency & Optimization (1)

Frequent co-authors

Yvon Apedo (1)Martyna Poreba (1)

Papers (1)

Apr 13, 2026

Apr 13, 2026

SVD-Prune: Training-Free Token Pruning For Efficient Vision-Language Models

Forget attention scores – SVD reveals the true VIP tokens for efficient vision-language processing, even at extreme pruning ratios.

Yvon Apedo, Martyna Poreba, Samia Bouchafa

Inference & Quantization Multimodal Models Training Efficiency & Optimization