Scholar
Mustafa Shukor
Google Scholar ID: lhp9mRgAAAAJ
CS PhD at Sorbonne University
Machine Learning
Computer Vision
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Citations & Impact
All-time
Citations
686
H-index
14
i10-index
17
Publications
20
Co-authors
0
Contact
Email
mshukor.contact@gmail.com
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GitHub
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Publications
10 items
LeRobot: An Open-Source Library for End-to-End Robot Learning
2026
Cited
0
Action100M: A Large-scale Video Action Dataset
2026
Cited
1
VL-JEPA: Joint Embedding Predictive Architecture for Vision-language
2025
Cited
0
Learning to Steer: Input-dependent Steering for Multimodal LLMs
2025
Cited
0
Scaling Laws for Optimal Data Mixtures
2025
Cited
0
SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics
2025
Cited
0
Scaling Laws for Native Multimodal Models Scaling Laws for Native Multimodal Models
2025
Cited
0
Analyzing Fine-tuning Representation Shift for Multimodal LLMs Steering alignment
2025
Cited
0
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Resume (English only)
Academic Achievements
- 2025-09: l3m is released. Our codebase for large-scale pretraining of AIMv2, CLIP, Native VLMs, and LLMs.
- 2025-09: 2 papers accepted at NeurIPS 2025: 'Scaling laws for optimal data mixtures' and 'Learning to Steer'.
- 2025-07: We released our work on 'Scaling laws for optimal data mixtures'.
- 2025-07: Our work on 'Scaling laws for native multimodal models' got an Oral (~top 2%) at ICCV 2025.
- 2025-07: 2 papers accepted at ICCV 2025: 'Scaling laws for NMMs' and 'Multimodal Steering'.
- 2025-06: We released SmolVLA, an efficient foundation model for robotics: paper, code, and blogpost.
- 2025-02: AIMv2 is accepted as a Spotlight paper (~top 5%) at CVPR 2025.
- 2024-11: We released AIMv2, a SoTA large-scale vision encoder.
- 2024-09: 'Implicit Multimodal Alignment', 'CoX-LMM', 'DiffCut', and 'Skipping Computations' are accepted at NeurIPS 2024.
- 2024-04: 'Beyond task performance' is accepted at ICLR 2024.
- 2023-12: UnIVAL: Unified Model for Image, Video, Audio and Language Tasks, is accepted at TMLR 2023: paper and code.
- 2023-09: 'Rewarded soups' is accepted at NeurIPS 2023.
Research Experience
Worked at FAIR (Meta), LeRobot (Hugging Face), MLR (Apple).
Education
PhD in Computer Science, Sorbonne University
Background
CS PhD at Sorbonne. Prev: FAIR (Meta), LeRobot (Hugging Face), MLR (Apple).
Co-authors
0 total
Co-authors: 0 (list not available)
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