Marcin Eichner

4 papers · 2023–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (10)

Venues

CVPR (1) ICCV (1) ICML (1) WACV (1)

Top co-authors

Yinfei Yang (3) Zhe Gan (2) Erik Daxberger (1) Xinze Wang (1) Victor G. Turrisi da Costa (1) David Griffiths (1) Peter Grasch (1) Louis Béthune (1) Nina Wenzel (1) Afshin Dehghan (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Core Methods (3) Deep Learning (1) Application Areas (1) Architectures (1) Learning Types (1) Models (1) Techniques (1)

Keywords

contrastive learning (2) depth perception (1) visual question answering (1) weakly supervised learning (1) multimodal learning (1) multi-label classification (1) monocular depth estimation (1) foundation model (1) multimodal large language model (1) image understanding (1) vision encoder (1) autoregressive pretraining (1) 3d spatial understanding (1) large-scale pretraining (1) spatial consistency loss (1) single-label annotation (1) expected negative loss (1) crop data augmentation (1) multimodal decoder (1) frozen trunk (1)

Papers

Contrastive Localized Language-Image Pre-Training ICML 2025 MM-Spatial: Exploring 3D Spatial Understanding in Multimodal LLMs ICCV 2025 Multimodal Autoregressive Pre-training of Large Vision Encoders CVPR 2025 Spatial Consistency Loss for Training Multi-Label Classifiers From Single-Label Annotations WACV 2023