conftrace_
← Topics

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
'05
'10
'15
'20
'25

Papers (including subtopics)

Improved Training of Wasserstein GANs NIPS 2017
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning NIPS 2017
Neural system identification for large populations separating “what” and “where” NIPS 2017
Visual Interaction Networks: Learning a Physics Simulator from Video NIPS 2017
Teaching Machines to Describe Images with Natural Language Feedback NIPS 2017
Associative Embedding: End-to-End Learning for Joint Detection and Grouping NIPS 2017
Z-Forcing: Training Stochastic Recurrent Networks NIPS 2017
An Empirical Study on The Properties of Random Bases for Kernel Methods NIPS 2017
Causal Effect Inference with Deep Latent-Variable Models NIPS 2017
Scalable Planning with Tensorflow for Hybrid Nonlinear Domains NIPS 2017
Fast Black-box Variational Inference through Stochastic Trust-Region Optimization NIPS 2017
Revisit Fuzzy Neural Network: Demystifying Batch Normalization and ReLU with Generalized Hamming Network NIPS 2017
Learning a Multi-View Stereo Machine NIPS 2017
On Blackbox Backpropagation and Jacobian Sensing NIPS 2017
Learning Disentangled Representations with Semi-Supervised Deep Generative Models NIPS 2017
Towards Generalization and Simplicity in Continuous Control NIPS 2017
Imagination-Augmented Agents for Deep Reinforcement Learning NIPS 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles NIPS 2017
Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks NIPS 2017
Gradients of Generative Models for Improved Discriminative Analysis of Tandem Mass Spectra NIPS 2017
Runtime Neural Pruning NIPS 2017
Train longer, generalize better: closing the generalization gap in large batch training of neural networks NIPS 2017
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model NIPS 2017
Collaborative Deep Learning in Fixed Topology Networks NIPS 2017
On the Complexity of Learning Neural Networks NIPS 2017