S
Sai Rajeshwar
Publications - 3
Citations - 1137
Sai Rajeshwar is an academic researcher. The author has contributed to research in topics: Image segmentation & Mutual information. The author has an hindex of 3, co-authored 3 publications receiving 776 citations.
Papers
More filters
Proceedings Article
Mutual Information Neural Estimation.
Mohamed Ishmael Belghazi,Aristide Baratin,Sai Rajeshwar,Sherjil Ozair,Yoshua Bengio,Aaron Courville,Devon Hjelm +6 more
TL;DR: A Mutual Information Neural Estimator (MINE) is presented that is linearly scalable in dimensionality as well as in sample size, trainable through back-prop, and strongly consistent, and applied to improve adversarially trained generative models.
Posted Content
A Deep Reinforcement Learning Chatbot
Iulian Vlad Serban,Chinnadhurai Sankar,Mathieu Germain,Saizheng Zhang,Zhouhan Lin,Sandeep Subramanian,Taesup Kim,Michael Pieper,Sarath Chandar,Nan Rosemary Ke,Sai Rajeshwar,Alexandre de Brébisson,Jose Sotelo,Dendi Suhubdy,Vincent Michalski,Alexandre Nguyen,Joelle Pineau,Yoshua Bengio +17 more
TL;DR: MILA's MILABOT is capable of conversing with humans on popular small talk topics through both speech and text and consists of an ensemble of natural language generation and retrieval models, including template-based models, bag-of-words models, sequence-to-sequence neural network and latent variable neural network models.
Proceedings Article
Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data
TL;DR: This work proposes a new model, called Augmented CycleGAN, which learns many-to-many mappings between domains, and examines it qualitatively and quantitatively on several image datasets.