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)

Recurrent Transformer Networks for Semantic Correspondence NIPS 2018
Generative Neural Machine Translation NIPS 2018
FRAGE: Frequency-Agnostic Word Representation NIPS 2018
Variational Memory Encoder-Decoder NIPS 2018
Verifiable Reinforcement Learning via Policy Extraction NIPS 2018
Hierarchical Graph Representation Learning with Differentiable Pooling NIPS 2018
Robust Detection of Adversarial Attacks by Modeling the Intrinsic Properties of Deep Neural Networks NIPS 2018
Removing the Feature Correlation Effect of Multiplicative Noise NIPS 2018
Scalable methods for 8-bit training of neural networks NIPS 2018
Step Size Matters in Deep Learning NIPS 2018
Learning long-range spatial dependencies with horizontal gated recurrent units NIPS 2018
HOUDINI: Lifelong Learning as Program Synthesis NIPS 2018
Video Prediction via Selective Sampling NIPS 2018
Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks NIPS 2018
Snap ML: A Hierarchical Framework for Machine Learning NIPS 2018
Parsimonious Bayesian deep networks NIPS 2018
Learning Versatile Filters for Efficient Convolutional Neural Networks NIPS 2018
Neural Nearest Neighbors Networks NIPS 2018
Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels NIPS 2018
BML: A High-performance, Low-cost Gradient Synchronization Algorithm for DML Training NIPS 2018
BinGAN: Learning Compact Binary Descriptors with a Regularized GAN NIPS 2018
Incorporating Context into Language Encoding Models for fMRI NIPS 2018
Adaptive Negative Curvature Descent with Applications in Non-convex Optimization NIPS 2018
LF-Net: Learning Local Features from Images NIPS 2018
CapProNet: Deep Feature Learning via Orthogonal Projections onto Capsule Subspaces NIPS 2018