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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
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Papers (including subtopics)

Adversarial Neural Machine Translation ACML 2018
Deep Embedded Clustering with Data Augmentation ACML 2018
Cartoon-to-Photo Facial Translation with Generative Adversarial Networks ACML 2018
Optimization Algorithm Inspired Deep Neural Network Structure Design ACML 2018
SecureNets: Secure Inference of Deep Neural Networks on an Untrusted Cloud ACML 2018
Deep Multi-instance Learning with Dynamic Pooling ACML 2018
Boosting Dynamic Programming with Neural Networks for Solving NP-hard Problems ACML 2018
Fast Dynamic Convolutional Neural Networks for Visual Tracking ACML 2018
RICAP: Random Image Cropping and Patching Data Augmentation for Deep CNNs ACML 2018
An Empirical Evaluation of Sketched SVD and its Application to Leverage Score Ordering ACML 2018
Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction ACML 2018
TVT: Two-View Transformer Network for Video Captioning ACML 2018
Relative Attribute Learning with Deep Attentive Cross-image Representation ACML 2018
Can clustering scale sublinearly with its clusters? A variational EM acceleration of GMMs and k-means AISTATS 2018
On the challenges of learning with inference networks on sparse, high-dimensional data AISTATS 2018
Dropout as a Low-Rank Regularizer for Matrix Factorization AISTATS 2018
Sum-Product-Quotient Networks AISTATS 2018
Few-shot Generative Modelling with Generative Matching Networks AISTATS 2018
Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition AISTATS 2018
Variational Inference based on Robust Divergences AISTATS 2018
Variational Rejection Sampling AISTATS 2018
Variational Sequential Monte Carlo AISTATS 2018
Gradient Layer: Enhancing the Convergence of Adversarial Training for Generative Models AISTATS 2018
Learning to Round for Discrete Labeling Problems AISTATS 2018
Semi-Supervised Prediction-Constrained Topic Models AISTATS 2018