Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Plug & Play Directed Evolution of Proteins with Gradient-based Discrete MCMC


Dec 20, 2022
Patrick Emami, Aidan Perreault, Jeffrey Law, David Biagioni, Peter C. St. John

Add code

* 33 pages, 8 figures. Under review. Code is available at https://github.com/pemami4911/ppde. A short version of this work appeared at the NeurIPS 2022 Machine Learning in Structural Biology Workshop 

   Access Paper or Ask Questions

Learning Canonical Embeddings for Unsupervised Shape Correspondence with Locally Linear Transformations


Sep 07, 2022
Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan

Add code

* Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 

   Access Paper or Ask Questions

Slot Order Matters for Compositional Scene Understanding


Jun 03, 2022
Patrick Emami, Pan He, Sanjay Ranka, Anand Rangarajan

Add code

* 30 pages, 17 figures. Code and videos available at https://github.com/pemami4911/segregate-relate-imagine 

   Access Paper or Ask Questions

Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions


Mar 23, 2022
Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan

Add code

* Published in AAAI Conference on Artificial Intelligence (2022) 

   Access Paper or Ask Questions

Learning Scene Dynamics from Point Cloud Sequences


Nov 16, 2021
Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan

Add code

* Accepted for publication in International Journal of Computer Vision, Special Issue on 3D Computer Vision. Code and data: https://github.com/BestSonny/SPCM 

   Access Paper or Ask Questions

Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations


Jun 07, 2021
Patrick Emami, Pan He, Sanjay Ranka, Anand Rangarajan

Add code

* Published in ICML'21. Code and data: https://github.com/pemami4911/EfficientMORL 

   Access Paper or Ask Questions

Learning Permutations with Sinkhorn Policy Gradient


May 18, 2018
Patrick Emami, Sanjay Ranka

Add code

* 16 pages, under review for NIPS 2018 conference 

   Access Paper or Ask Questions

Machine Learning Methods for Solving Assignment Problems in Multi-Target Tracking


Feb 19, 2018
Patrick Emami, Panos M. Pardalos, Lily Elefteriadou, Sanjay Ranka

Add code

* 35 pages, 7 figures, submitted to ACM Computing Surveys 

   Access Paper or Ask Questions