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)

Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices NIPS 2018
Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization NIPS 2018
On the Local Minima of the Empirical Risk NIPS 2018
GIANT: Globally Improved Approximate Newton Method for Distributed Optimization NIPS 2018
Stochastic Cubic Regularization for Fast Nonconvex Optimization NIPS 2018
Approximating Real-Time Recurrent Learning with Random Kronecker Factors NIPS 2018
Hyperbolic Neural Networks NIPS 2018
Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks NIPS 2018
Image-to-image translation for cross-domain disentanglement NIPS 2018
Minimax Estimation of Neural Net Distance NIPS 2018
Using Large Ensembles of Control Variates for Variational Inference NIPS 2018
Deep Generative Markov State Models NIPS 2018
Point process latent variable models of larval zebrafish behavior NIPS 2018
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation NIPS 2018
Invertibility of Convolutional Generative Networks from Partial Measurements NIPS 2018
Towards Robust Detection of Adversarial Examples NIPS 2018
Learning Signed Determinantal Point Processes through the Principal Minor Assignment Problem NIPS 2018
A^2-Nets: Double Attention Networks NIPS 2018
Sparse Attentive Backtracking: Temporal Credit Assignment Through Reminding NIPS 2018
End-to-end Symmetry Preserving Inter-atomic Potential Energy Model for Finite and Extended Systems NIPS 2018
Relational recurrent neural networks NIPS 2018
Improved Expressivity Through Dendritic Neural Networks NIPS 2018
Kalman Normalization: Normalizing Internal Representations Across Network Layers NIPS 2018
Connectionist Temporal Classification with Maximum Entropy Regularization NIPS 2018
Are GANs Created Equal? A Large-Scale Study NIPS 2018