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Ludwig Schmidt — most-cited papers & profile · Computer Vision
← authors
·
overview
Ludwig Schmidt
20
papers ·
1181
citations ·
21
h-index
University of Washington
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
LAION-5B: An open large-scale dataset for training next generation image-text models
2022 · 1040 citations
Objaverse-XL: A Universe of 10M+ 3D Objects
2023 · 40 citations
Data Determines Distributional Robustness in Contrastive Language Image Pre-training (CLIP)
2022 · 27 citations
Patching open-vocabulary models by interpolating weights
2022 · 27 citations
Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved with Text
2023 · 17 citations
CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation
2022 · 10 citations
Does progress on ImageNet transfer to real-world datasets?
2023 · 7 citations
Robust fine-tuning of zero-shot models
2021 · 5 citations
Why are Visually-Grounded Language Models Bad at Image Classification?
2024 · 3 citations
Objaverse: A Universe of Annotated 3D Objects
2022 · 2 citations
Multilingual Diversity Improves Vision-Language Representations
2024 · 2 citations
Data or Language Supervision: What Makes CLIP Better than DINO?
2025
A Sober Look at the Robustness of CLIPs to Spurious Features
2024
Top co-authors
Mitchell Wortsman
· 5
Ali Farhadi
· 4
Gabriel Ilharco
· 4
Samir Yitzhak Gadre
· 4
Simon Kornblith
· 3
Alex Chengyu Fang
· 2
Aniruddha Kembhavi
· 2
Dhruba Ghosh
· 2
Eli VanderBilt
· 2
Hannaneh Hajishirzi
· 2
Kiana Ehsani
· 2
Matt Deitke
· 2
Topics
3D Vision
Visual Language
Object Detection
Image Generation
cs.CV
cs.LG
stat.ML
Image Restoration
cs.AI
Segmentation