conftrace_

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)

Joint Sub-bands Learning with Clique Structures for Wavelet Domain Super-Resolution NIPS 2018
An intriguing failing of convolutional neural networks and the CoordConv solution NIPS 2018
Learning Hierarchical Semantic Image Manipulation through Structured Representations NIPS 2018
Neural Proximal Gradient Descent for Compressive Imaging NIPS 2018
Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks NIPS 2018
Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures NIPS 2018
3D-Aware Scene Manipulation via Inverse Graphics NIPS 2018
Complex Gated Recurrent Neural Networks NIPS 2018
Active Matting NIPS 2018
Improving Explorability in Variational Inference with Annealed Variational Objectives NIPS 2018
Online Structure Learning for Feed-Forward and Recurrent Sum-Product Networks NIPS 2018
How SGD Selects the Global Minima in Over-parameterized Learning: A Dynamical Stability Perspective NIPS 2018
Learning to Infer Graphics Programs from Hand-Drawn Images NIPS 2018
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis NIPS 2018
Neural Ordinary Differential Equations NIPS 2018
MetaAnchor: Learning to Detect Objects with Customized Anchors NIPS 2018
ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions NIPS 2018
Gaussian Process Conditional Density Estimation NIPS 2018
Training DNNs with Hybrid Block Floating Point NIPS 2018
Coupled Variational Bayes via Optimization Embedding NIPS 2018
Task-Driven Convolutional Recurrent Models of the Visual System NIPS 2018
Entropy and mutual information in models of deep neural networks NIPS 2018
A Simple Cache Model for Image Recognition NIPS 2018
Learning Attractor Dynamics for Generative Memory NIPS 2018
Image Inpainting via Generative Multi-column Convolutional Neural Networks NIPS 2018