Marc Szafraniec

5 papers · 2020–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (10) 📈 Trend Setter

Venues

NeurIPS (3) CVPR (1) ICLR (1)

Top co-authors

Patrick Labatut (3) Baptiste Roziere (2) Maxime Oquab (2) Piotr Bojanowski (2) Théo Moutakanni (2) Marie-Anne Lachaux (1) Natalia Neverova (1) Hugh James Leather (1) Maria Vakalopoulou (1) Gabriel Synnaeve (1)

Research topics

Machine Learning (3) Learning Types · Machine Learning (3) Artificial Intelligence (2) Core AI (2) Computer Vision (1) Deep Learning (1) Analysis (1) Application Areas (1) Core Methods (1) Learning Paradigms (1) Learning Types · Deep Learning (1)

Keywords

self-supervised learning (3) representation learning (3) pose estimation (1) data augmentation (1) neural machine translation (1) vision-language alignment (1) code generation (1) dense correspondence (1) foundation model (1) zero-shot classification (1) beam search (1) code translation (1) neural network (1) mesh embedding (1) joint-embedding architecture (1) compiler intermediate representation (1) semantic segmentation (1)

Papers

DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment CVPR 2025 You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning NeurIPS 2024 Code Translation with Compiler Representations ICLR 2023 DOBF: A Deobfuscation Pre-Training Objective for Programming Languages NeurIPS 2021 Continuous Surface Embeddings NeurIPS 2020