Tongzhou Wang
Tongzhou Wang has 2 papers in our library, in 2018–2024, most of them on Efficient models & compression; often with Antonio B. Torralba.
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📄 2 works in our library · 🔗 Cited 145 times in our library · ⭐ Paper Stars ranking: #6546
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Efficient models & compression · 1 work
Works by year
2020s
2010s
Papers
- Dataset Distillation (2018 · 97 citations)
Large training sets require many thousands of update steps. This paper asks whether their knowledge can instead be packed into a handful of synthetic examples. Unlike model distillation, which shrinks the network, dataset distillation keeps the architecture fixed and learns a tiny artificial training set that need… - The Platonic Representation Hypothesis (2024 · 96 citations)
The authors ask whether neural networks that differ in architecture, training objective, data and even modality end up encoding the world in similar ways, and if so, why.
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