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15 search results found

Code2seq ⭐ 439

Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"

365 Days Computer Vision Learning Linkedin Post ⭐ 290

365 Days Computer Vision Learning Linkedin Post

Lanczosnetwork ⭐ 271

Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019

Lottery Ticket Hypothesis In Pytorch ⭐ 209

This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adapted to any model/dataset.

Selfmonitoring Agent ⭐ 101

PyTorch code for ICLR 2019 paper: Self-Monitoring Navigation Agent via Auxiliary Progress Estimation

[ICLR'19] Meta-learning with differentiable closed-form solvers

Official PyTorch implementation of Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation (ICLR 2019)

[ICLR'19] Complement Objective Training

Gansynth Pytorch ⭐ 39

A simplified PyTorch implementation of GANsynth

Iclr2019 Rl Papers ⭐ 37

The Reinforcement-Learning-Related Papers of ICLR 2019

Variance Networks ⭐ 37

Variance Networks: When Expectation Does Not Meet Your Expectations, ICLR 2019

Cnn Units In Nlp ⭐ 26

✂️ Repository for our ICLR 2019 paper: Discovery of Natural Language Concepts in Individual Units of CNNs

Neural Persistence ⭐ 14

Code for the paper 'Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology'

Vae Latent Structure ⭐ 9

PyTorch implementation of "Variational Autoencoders with Jointly Optimized Latent Dependency Structure" [ICLR 2019]

Single shot neural network pruning before training the model, based on connection sensitivity

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