anirudh9119

clockwork_rnn

Experimentation with and Modifications to the Clockwork RNN

consistent-dynamics

Code for the paper "Learning Powerful Policies by Using Consistent Dynamics Models"

LM_GANS

Professor Forcing, NIPS'16

neural_production_systems

RIMs

Code for "Recurrent Independent Mechanisms"

rl_adversarial

Learning Backtracking Models, ICLR'19

shared_workspace

sparse_attentive_backtracking_release

Sparse Attentive Backtracking, NeurIPS'18

walkback_nips17

Variational Walkback, NIPS'17

zforcing_nips17

Z Forcing: Training Stochastic RNN's, NIPS'17

anirudh9119/RIMs

Code for "Recurrent Independent Mechanisms"

anirudh9119/LM_GANS

Professor Forcing, NIPS'16

anirudh9119/zforcing_nips17

Z Forcing: Training Stochastic RNN's, NIPS'17

anirudh9119/walkback_nips17

Variational Walkback, NIPS'17

anirudh9119/shared_workspace

anirudh9119/neural_production_systems

anirudh9119/rl_adversarial

Learning Backtracking Models, ICLR'19

anirudh9119/credit_assignment

anirudh9119/sparse_attentive_backtracking_release

Sparse Attentive Backtracking, NeurIPS'18

anirudh9119/consistent-dynamics

Code for the paper "Learning Powerful Policies by Using Consistent Dynamics Models"

anirudh9119/energy_based_generative_models

PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models

anirudh9119/fortified-networks

Improving the Robustness of Deep Networks by Modeling the Manifold of Hidden Representations, ICLR'19

anirudh9119/actor_critic

anirudh9119/anirudh9119.github.io

anirudh9119/ccw

CCW's

anirudh9119/cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

anirudh9119/decoupled_nets

anirudh9119/DeepLearningFlappyBird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

anirudh9119/GSN

Efficient implementation of Generative Stochastic Networks

anirudh9119/Kl_gaussian_mixture

anirudh9119/large-scale-curiosity

anirudh9119/latent_networks

anirudh9119/mscale

Multi scale generation RNN

anirudh9119/parrot

RNN-based generative models for speech.

anirudh9119/play

Play with DL.

anirudh9119/prof_wavenet

anirudh9119/SpeechSynthesis

anirudh9119/Theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

anirudh9119/Variational-Autoencoder

Implementation of a variational Auto-encoder

anirudh9119/wakesleep.github.io