Sai Rajeswar | DeepAI

AI Chat

Featured Co-authors

Yoshua Bengio
448 publications
Aaron Courville
152 publications
Joelle Pineau
116 publications
Christopher Pal
63 publications
Sarath Chandar
58 publications
David Vazquez
50 publications
Tim Verbelen
41 publications
Bart Dhoedt
41 publications
Alessandro Sordoni
37 publications
Pau Rodríguez
36 publications
Nan Rosemary Ke
33 publications

∙ 06/20/2023

Efficient Dynamics Modeling in Interactive Environments with Koopman Theory

The accurate modeling of dynamics in interactive environments is critica...

0 Arnab Kumar Mondal, et al. ∙

∙ 11/23/2022

Choreographer: Learning and Adapting Skills in Imagination

Unsupervised skill learning aims to learn a rich repertoire of behaviors...

0 Pietro Mazzaglia, et al. ∙

∙ 09/24/2022

Unsupervised Model-based Pre-training for Data-efficient Control from Pixels

Controlling artificial agents from visual sensory data is an arduous tas...

0 Sai Rajeswar, et al. ∙

∙ 11/23/2021

Multi-label Iterated Learning for Image Classification with Label Ambiguity

Transfer learning from large-scale pre-trained models has become essenti...

5 Sai Rajeswar, et al. ∙

∙ 04/01/2021

Touch-based Curiosity for Sparse-Reward Tasks

Robots in many real-world settings have access to force/torque sensors i...

12 Sai Rajeswar, et al. ∙

∙ 03/23/2020

Pix2Shape – Towards Unsupervised Learning of 3D Scenes from Images using a View-based Representation

We infer and generate three-dimensional (3D) scene information from a si...

0 Sai Rajeswar, et al. ∙

∙ 06/24/2019

Adversarial Computation of Optimal Transport Maps

Computing optimal transport maps between high-dimensional and continuous...

0 Jacob Leygonie, et al. ∙

∙ 02/27/2018

Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data

Learning inter-domain mappings from unpaired data can improve performanc...

0 Amjad Almahairi, et al. ∙

∙ 02/04/2018

Hierarchical Adversarially Learned Inference

We propose a novel hierarchical generative model with a simple Markovian...

0 Mohamed Ishmael Belghazi, et al. ∙

∙ 01/20/2018

A Deep Reinforcement Learning Chatbot (Short Version)

We present MILABOT: a deep reinforcement learning chatbot developed by t...

0 Iulian V. Serban, et al. ∙

∙ 01/12/2018

MINE: Mutual Information Neural Estimation

We argue that the estimation of the mutual information between high dime...

0 Ishmael Belghazi, et al. ∙

∙ 05/31/2017

Adversarial Generation of Natural Language

Generative Adversarial Networks (GANs) have gathered a lot of attention ...

0 Sai Rajeswar, et al. ∙

∙ 02/26/2015

A hypothesize-and-verify framework for Text Recognition using Deep Recurrent Neural Networks

Deep LSTM is an ideal candidate for text recognition. However text recog...

0 Anupama Ray, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world