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)

Scaling provable adversarial defenses NIPS 2018
Understanding Batch Normalization NIPS 2018
Navigating with Graph Representations for Fast and Scalable Decoding of Neural Language Models NIPS 2018
DropMax: Adaptive Variational Softmax NIPS 2018
Multi-Layered Gradient Boosting Decision Trees NIPS 2018
Automatic Program Synthesis of Long Programs with a Learned Garbage Collector NIPS 2018
Mesh-TensorFlow: Deep Learning for Supercomputers NIPS 2018
The Description Length of Deep Learning models NIPS 2018
Semi-crowdsourced Clustering with Deep Generative Models NIPS 2018
Non-Adversarial Mapping with VAEs NIPS 2018
The challenge of realistic music generation: modelling raw audio at scale NIPS 2018
Towards Robust Interpretability with Self-Explaining Neural Networks NIPS 2018
Hybrid Macro/Micro Level Backpropagation for Training Deep Spiking Neural Networks NIPS 2018
Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo NIPS 2018
Fully Neural Network Based Speech Recognition on Mobile and Embedded Devices NIPS 2018
Multi-Task Learning as Multi-Objective Optimization NIPS 2018
Communication Compression for Decentralized Training NIPS 2018
Neural Voice Cloning with a Few Samples NIPS 2018
A Probabilistic U-Net for Segmentation of Ambiguous Images NIPS 2018
Fast Approximate Natural Gradient Descent in a Kronecker Factored Eigenbasis NIPS 2018
Toddler-Inspired Visual Object Learning NIPS 2018
Reducing Network Agnostophobia NIPS 2018
Deep Functional Dictionaries: Learning Consistent Semantic Structures on 3D Models from Functions NIPS 2018
Learning to Decompose and Disentangle Representations for Video Prediction NIPS 2018
Weakly Supervised Dense Event Captioning in Videos NIPS 2018