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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)

Geometric Enclosing Networks IJCAI 2018
Deep Joint Semantic-Embedding Hashing IJCAI 2018
Unsupervised Disentangled Representation Learning with Analogical Relations IJCAI 2018
Accelerating Convolutional Networks via Global & Dynamic Filter Pruning IJCAI 2018
Structured Inference for Recurrent Hidden Semi-markov Model IJCAI 2018
Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization IJCAI 2018
Zero Shot Learning via Low-rank Embedded Semantic AutoEncoder IJCAI 2018
AAR-CNNs: Auto Adaptive Regularized Convolutional Neural Networks IJCAI 2018
Unpaired Multi-Domain Image Generation via Regularized Conditional GANs IJCAI 2018
CAGAN: Consistent Adversarial Training Enhanced GANs IJCAI 2018
Adversarially Regularized Graph Autoencoder for Graph Embedding IJCAI 2018
Online Deep Learning: Learning Deep Neural Networks on the Fly IJCAI 2018
Refine or Represent: Residual Networks with Explicit Channel-wise Configuration IJCAI 2018
Student-t Variational Autoencoder for Robust Density Estimation IJCAI 2018
Algorithms or Actions? A Study in Large-Scale Reinforcement Learning IJCAI 2018
Deep into Hypersphere: Robust and Unsupervised Anomaly Discovery in Dynamic Networks IJCAI 2018
Deterministic Binary Filters for Convolutional Neural Networks IJCAI 2018
Efficient Adaptive Online Learning via Frequent Directions IJCAI 2018
Convolutional Memory Blocks for Depth Data Representation Learning IJCAI 2018
Mixed Link Networks IJCAI 2018
Deep Multi-View Concept Learning IJCAI 2018
Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes IJCAI 2018
Improving Maximum Likelihood Estimation of Temporal Point Process via Discriminative and Adversarial Learning IJCAI 2018
Generative Warfare Nets: Ensemble via Adversaries and Collaborators IJCAI 2018
Scalable Multiplex Network Embedding IJCAI 2018