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Martí Caro Roca

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First Stage Researcher

Barcelona Supercomputing Center

Spain

Research Interests

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Recent Grants

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FPI Grant - PhD Student

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Articles (8)

Year:

2026

Year:

2025

Year:

2025

Year:

2024

Year:

2023

Year:

2023

Year:

2023

Year:

2023

Collaborators (2)

Josep Altet

Associate Professor

Universitat Politècnica de Catalunya

SPAIN

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Jaume Abella

Director

Barcelona Supercomputing Center

SPAIN

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Martí Caro Roca

Research Interests

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Recent Grants

Articles (8)

Two-for-One: Image-based Transformations to Mitigate Adversarial Attacks and Random Faults at Once in Safety-critical AI Systems

Semantic Diverse DMR and TMR for High-Integrity AI-Based Function Efficiency

Functional Safety Architectural Patterns for AI-Based Critical Systems

Energy-Efficient Object Detection: Impact of Weight Clustering for Different Arithmetic Representations

An Energy-Efficient GeMM-Based Convolution Accelerator With On-the-Fly im2col

Efficient Diverse Redundant DNNs for Autonomous Driving

An automotive case study on the limits of approximation for object detection

At-Scale Evaluation of Weight Clustering to Enable Energy-Efficient Object Detection

Collaborators (2)

Josep Altet

Jaume Abella

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