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Deep Learning

66,648 papers (25 classified directly here)

Subtopics

Learning Types (28,663) Architectures (27,448) Models (16,617) Techniques (8,241) Optimization & Theory (6,829) Application Areas (46)

Papers per year

2
65
428
6150
10854
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Papers (including subtopics)

Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice NIPS 2017
Structured Bayesian Pruning via Log-Normal Multiplicative Noise NIPS 2017
Compression-aware Training of Deep Networks NIPS 2017
DropoutNet: Addressing Cold Start in Recommender Systems NIPS 2017
Unsupervised Image-to-Image Translation Networks NIPS 2017
SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability NIPS 2017
Multi-output Polynomial Networks and Factorization Machines NIPS 2017
MMD GAN: Towards Deeper Understanding of Moment Matching Network NIPS 2017
Learning ReLUs via Gradient Descent NIPS 2017
Learning Graph Representations with Embedding Propagation NIPS 2017
Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems NIPS 2017
Learning Efficient Object Detection Models with Knowledge Distillation NIPS 2017
Deep Subspace Clustering Networks NIPS 2017
Fast-Slow Recurrent Neural Networks NIPS 2017
PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs NIPS 2017
Dual Discriminator Generative Adversarial Nets NIPS 2017
A simple neural network module for relational reasoning NIPS 2017
Toward Robustness against Label Noise in Training Deep Discriminative Neural Networks NIPS 2017
From Bayesian Sparsity to Gated Recurrent Nets NIPS 2017
Scalable Variational Inference for Dynamical Systems NIPS 2017
Learning multiple visual domains with residual adapters NIPS 2017
Incorporating Side Information by Adaptive Convolution NIPS 2017
Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference NIPS 2017
QMDP-Net: Deep Learning for Planning under Partial Observability NIPS 2017
Deep Supervised Discrete Hashing NIPS 2017