Recursive Sketches for Modular Deep Learning

29 May 2019

Papers citing "Recursive Sketches for Modular Deep Learning"

22 / 22 papers shown

Title
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding Kexin Yi Jiajun Wu Chuang Gan Antonio Torralba Pushmeet Kohli J. Tenenbaum NAI 84 608 0 04 Oct 2018
Regularized Evolution for Image Classifier Architecture Search Esteban Real A. Aggarwal Yanping Huang Quoc V. Le 150 3,026 0 05 Feb 2018
Gradient Descent Learns One-hidden-layer CNN: Don't be Afraid of Spurious Local Minima S. Du Jason D. Lee Yuandong Tian Barnabás Póczós Aarti Singh MLT 135 236 0 03 Dec 2017
Learning Non-overlapping Convolutional Neural Networks with Multiple Kernels Kai Zhong Zhao Song Inderjit S. Dhillon 75 75 0 08 Nov 2017
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 174 4,595 0 26 Oct 2017
When is a Convolutional Filter Easy To Learn? S. Du Jason D. Lee Yuandong Tian MLT 53 130 0 18 Sep 2017
Learning to Infer Graphics Programs from Hand-Drawn Images Kevin Ellis Daniel E. Ritchie Armando Solar-Lezama J. Tenenbaum NAI 74 227 0 30 Jul 2017
Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning Junhyuk Oh Satinder Singh Honglak Lee Pushmeet Kohli OffRL 133 269 0 15 Jun 2017
Recovery Guarantees for One-hidden-layer Neural Networks Kai Zhong Zhao Song Prateek Jain Peter L. Bartlett Inderjit S. Dhillon MLT 167 336 0 10 Jun 2017
Convergence Analysis of Two-layer Neural Networks with ReLU Activation Yuanzhi Li Yang Yuan MLT 150 650 0 28 May 2017
Learning to Reason: End-to-End Module Networks for Visual Question Answering Ronghang Hu Jacob Andreas Marcus Rohrbach Trevor Darrell Kate Saenko KELM GNN ReLM LRM 126 577 0 18 Apr 2017
PathNet: Evolution Channels Gradient Descent in Super Neural Networks Chrisantha Fernando Dylan Banarse Charles Blundell Yori Zwols David R Ha Andrei A. Rusu Alexander Pritzel Daan Wierstra 64 880 0 30 Jan 2017
Associative Long Short-Term Memory Ivo Danihelka Greg Wayne Benigno Uria Nal Kalchbrenner Alex Graves 60 178 0 09 Feb 2016
Neural Module Networks Jacob Andreas Marcus Rohrbach Trevor Darrell Dan Klein CoGe 134 1,072 0 09 Nov 2015
Learning to Transduce with Unbounded Memory Edward Grefenstette Karl Moritz Hermann Mustafa Suleyman Phil Blunsom 80 297 0 08 Jun 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 344 19,634 0 09 Mar 2015
Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets Armand Joulin Tomas Mikolov TPM 135 411 0 03 Mar 2015
Simple, Efficient, and Neural Algorithms for Sparse Coding Sanjeev Arora Rong Ge Tengyu Ma Ankur Moitra 96 193 0 02 Mar 2015
Neural Turing Machines Alex Graves Greg Wayne Ivo Danihelka 97 2,327 0 20 Oct 2014
Provable Bounds for Learning Some Deep Representations Sanjeev Arora Aditya Bhaskara Rong Ge Tengyu Ma BDL 94 335 0 23 Oct 2013
New Algorithms for Learning Incoherent and Overcomplete Dictionaries Sanjeev Arora Rong Ge Ankur Moitra 75 205 0 28 Aug 2013
The evolutionary origins of modularity Jeff Clune Jean-Baptiste Mouret Hod Lipson 73 581 0 11 Jul 2012