conftrace_
← Deep Learning
Deep Learning ›

Techniques

8,241 papers (36 classified directly here)

Subtopics

Model Architecture (4,354) Pretraining (2,483) Attention (1,111) Normalization (341) Attention Mechanism (150)

Papers per year

4
30
847
998
'10
'15
'20
'25

Papers (including subtopics)

A Condition Number for Joint Optimization of Cycle-Consistent Networks NIPS 2019
Partially Encrypted Deep Learning using Functional Encryption NIPS 2019
Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics NIPS 2019
AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification NIPS 2019
The Normalization Method for Alleviating Pathological Sharpness in Wide Neural Networks NIPS 2019
Fast and Accurate Stochastic Gradient Estimation NIPS 2019
Learning Dynamics of Attention: Human Prior for Interpretable Machine Reasoning NIPS 2019
On Lazy Training in Differentiable Programming NIPS 2019
Towards Practical Alternating Least-Squares for CCA NIPS 2019
Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks NIPS 2019
Spatial-Aware Feature Aggregation for Image based Cross-View Geo-Localization NIPS 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library NIPS 2019
Cross-lingual Language Model Pretraining NIPS 2019
Post training 4-bit quantization of convolutional networks for rapid-deployment NIPS 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation NIPS 2019
Surround Modulation: A Bio-inspired Connectivity Structure for Convolutional Neural Networks NIPS 2019
Online Normalization for Training Neural Networks NIPS 2019
Gaussian-Based Pooling for Convolutional Neural Networks NIPS 2019
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks NIPS 2019
STAR-Caps: Capsule Networks with Straight-Through Attentive Routing NIPS 2019
A Primal Dual Formulation For Deep Learning With Constraints NIPS 2019
Discovering Neural Wirings NIPS 2019
LCA: Loss Change Allocation for Neural Network Training NIPS 2019
Cross-channel Communication Networks NIPS 2019
Recurrent Registration Neural Networks for Deformable Image Registration NIPS 2019