Project Examples for Deep Structured Learning (Fall 2019)

We suggest below some project ideas. Feel free to use this as inspiration for your project. Talk to us for more details.

Emergent Communication

Explainability of Neural Networks

Generative Adversarial Networks for Discrete Data

Object detection with weak supervision

Sparse transformers

Contextual Probabilistic Embeddings / Language Modeling

Constrained Structured Classification with AD3

Structured multi-label classification

Hierarchical sparsemax attention

Sparse group lasso attention mechanism

Sparse link prediction

Structured Prediction Energy Networks