Matthias Minderer
16 papers · 2019–2025 · 6 venues · across top CS/AI venues
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (40) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
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vision transformer
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computer vision
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multimodal learning
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vision-language model
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image segmentation
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domain generalization
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zero-shot learning
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risk management
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action recognition
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contrastive learning
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model calibration
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video prediction
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few-shot learning
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open-vocabulary detection
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visual question answering
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model robustness
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Papers
Learning the RoPEs: Better 2D and 3D Position Encodings with STRING
ICML 2025
Improving fine-grained understanding in image-text pre-training
ICML 2024
On Scaling Up a Multilingual Vision and Language Model
CVPR 2024
Scene-Graph ViT: End-to-End Open-Vocabulary Visual Relationship Detection
ECCV 2024
FlexiViT: One Model for All Patch Sizes
CVPR 2023
Patch n’ Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution
NeurIPS 2023
Scaling Open-Vocabulary Object Detection
NeurIPS 2023
Scaling Vision Transformers to 22 Billion Parameters
ICML 2023
Video OWL-ViT: Temporally-consistent Open-world Localization in Video
ICCV 2023
Scenic: A JAX Library for Computer Vision Research and Beyond
CVPR 2022
Simple Open-Vocabulary Object Detection with Vision Transformers
ECCV 2022
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
ICLR 2021
On Robustness and Transferability of Convolutional Neural Networks
CVPR 2021
Revisiting the Calibration of Modern Neural Networks
NeurIPS 2021
Automatic Shortcut Removal for Self-Supervised Representation Learning
ICML 2020
Unsupervised learning of object structure and dynamics from videos
NeurIPS 2019