Srivastava, Nitish

12 publications

WACV 2021 On the Generalization of Learning-Based 3D Reconstruction Miguel Angel Bautista, Walter Talbott, Shuangfei Zhai, Nitish Srivastava, Joshua M. Susskind

NeurIPSW 2021 Robust Robotic Control from Pixels Using Contrastive Recurrent State-Space Models Nitish Srivastava, Walter Talbott, Martin Bertran Lopez, Shuangfei Zhai, Joshua M. Susskind

ICML 2021 Uncertainty Weighted Actor-Critic for Offline Reinforcement Learning Yue Wu, Shuangfei Zhai, Nitish Srivastava, Joshua M Susskind, Jian Zhang, Ruslan Salakhutdinov, Hanlin Goh

ICCV 2021 Unconstrained Scene Generation with Locally Conditioned Radiance Fields Terrance DeVries, Miguel Angel Bautista, Nitish Srivastava, Graham W. Taylor, Joshua M. Susskind

ICLR 2020 Capsules with Inverted Dot-Product Attention Routing Yao-Hung Hubert Tsai, Nitish Srivastava, Hanlin Goh, Ruslan Salakhutdinov

ICML 2015 Unsupervised Learning of Video Representations Using LSTMs Nitish Srivastava, Elman Mansimov, Ruslan Salakhudinov

JMLR 2014 Dropout: A Simple Way to Prevent Neural Networks from Overfitting Nitish Srivastava, Geoffrey Hinton, Alex Krizhevsky, Ilya Sutskever, Ruslan Salakhutdinov

NeurIPS 2014 Learning Generative Models with Visual Attention Charlie Tang, Nitish Srivastava, Ruslan Salakhutdinov

JMLR 2014 Multimodal Learning with Deep Boltzmann Machines Nitish Srivastava, Ruslan Salakhutdinov

NeurIPS 2013 Discriminative Transfer Learning with Tree-Based Priors Nitish Srivastava, Ruslan Salakhutdinov

UAI 2013 Modeling Documents with Deep Boltzmann Machines Nitish Srivastava, Ruslan Salakhutdinov, Geoffrey E. Hinton

NeurIPS 2012 Multimodal Learning with Deep Boltzmann Machines Nitish Srivastava, Ruslan Salakhutdinov