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

Research

Sceneformer: Indoor Scene Generation with Transformers

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

Projects

These include coursework and practical course projects.

Domain Specific Multi-Lingually Aligned Word Embeddings

Curiosity Driven Learning

Evaluated and compared the count-based and prediction-based curiosity driven learning on different Atari game environments.

Teaching

Introduction to Deep Learning (IN2346)

Design and source code from Jon Barron's website