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M. Mancas

14 papers hereh-index 191.9k citations145 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author11

Across the 12 of 14 papers where every author was matched, so the position is known.

fields
  • cs.CV12
  • cs.HC1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20132025
most citedAn Experimental Study of the Impact of Pre-training on the Pruning of a Convolutional Neural Network

14 citations · 26 across the 14 of their papers we have counts for

collaborators
Showing 2025Show all

3 papers · 1 filter

cs.CV2025★ 1 cited

Feedback Driven Multi Stereo Vision System for Real-Time Event Analysis

Mohamed Benkedadra, Matei Mancas, Sidi Ahmed Mahmoudi

2D cameras are often used in interactive systems. Other systems like gaming consoles provide more powerful 3D cameras for short range depth sensing. Overall, these cameras are not…

cs.LG2025★ 1 cited

When Algorithms Play Favorites: Lookism in the Generation and Perception of Faces

Miriam Doh, Aditya Gulati, Matei Mancas +1

This paper examines how synthetically generated faces and machine learning-based gender classification algorithms are affected by algorithmic lookism, the preferential treatment ba…

cs.CV2025★ 1 cited

Found in Translation: semantic approaches for enhancing AI interpretability in face verification

Miriam Doh, Caroline Mazini Rodrigues, N. Boutry +3

The increasing complexity of machine learning models in computer vision, particularly in face verification, requires the development of explainable artificial intelligence (XAI) to…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.