Xinpeng Wang

I am a first-year PhD student at the Munich AI & NLP (MaiNLP) research lab at LMU Munich . My supervisor is Barbara Plank .

Previously, I completed my M.Sc. degree in Robitics, Cognition, Intelligence at Technical University of Munich, where I was a student researcher at Visual Computing & AI lab at TUM working on indoor scene synthesis. I was also a teaching assistant of the course Introduction to Deep Learning (IN2346).

My research interests broadly lie in the field of Deep Learning, Machine Learning, Computer Vision and NLP.

Email  /  GitHub  /  Google Scholar  /  LinkedIn  /  Twitter  /  CV

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Research

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Sceneformer: Indoor Scene Generation with Transformers


Xinpeng Wang, Chandan Yeshwanth, Matthias Nie├čner
3DV, 2021
oral
arxiv / video / code /

We proposed a transformer model for scene generation conditioned on room layout and text description.




Projects

These include coursework and practical course projects.

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Domain Specific Multi-Lingually Aligned Word Embeddings


Machine Learning for Natural Language Processing Applications
2021-07
report /

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Curiosity Driven Learning


Advanced Deep Learning in Robotics
2021-03
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Evaluated and compared the count-based and prediction-based curiosity driven learning on different Atari game environments.

Teaching

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Introduction to Deep Learning (IN2346)


SS 2020, WS2020/2021
Teaching Assistant
website /


Design and source code from Jon Barron's website