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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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'25

Papers (including subtopics)

On orthogonality and learning recurrent networks with long term dependencies ICML 2017
Sequence Modeling via Segmentations ICML 2017
Beyond Filters: Compact Feature Map for Portable Deep Model ICML 2017
Latent Intention Dialogue Models ICML 2017
Learned Optimizers that Scale and Generalize ICML 2017
Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering ICML 2017
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions ICML 2017
Tensor-Train Recurrent Neural Networks for Video Classification ICML 2017
Combined Group and Exclusive Sparsity for Deep Neural Networks ICML 2017
Latent LSTM Allocation: Joint Clustering and Non-Linear Dynamic Modeling of Sequence Data ICML 2017
Convexified Convolutional Neural Networks ICML 2017
Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank ICML 2017
Learning Hierarchical Features from Deep Generative Models ICML 2017
Follow the Moving Leader in Deep Learning ICML 2017
Recurrent Highway Networks ICML 2017
Nonlinear Hybrid Planning with Deep Net Learned Transition Models and Mixed-Integer Linear Programming IJCAI 2017
Aggregating Crowd Wisdoms with Label-aware Autoencoders IJCAI 2017
Unsupervised Learning of Deep Feature Representation for Clustering Egocentric Actions IJCAI 2017
Training Group Orthogonal Neural Networks with Privileged Information IJCAI 2017
Stacked Similarity-Aware Autoencoders IJCAI 2017
Disguise Adversarial Networks for Click-through Rate Prediction IJCAI 2017
Logic Tensor Networks for Semantic Image Interpretation IJCAI 2017
Autoencoder Regularized Network For Driving Style Representation Learning IJCAI 2017
Object Detection Meets Knowledge Graphs IJCAI 2017
Dynamic Multi-Task Learning with Convolutional Neural Network IJCAI 2017