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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)

Stanford’s Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task CONLL 2017
The HIT-SCIR System for End-to-End Parsing of Universal Dependencies CONLL 2017
A System for Multilingual Dependency Parsing based on Bidirectional LSTM Feature Representations CONLL 2017
Parsing with Context Embeddings CONLL 2017
A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing CONLL 2017
A non-projective greedy dependency parser with bidirectional LSTMs CONLL 2017
From Raw Text to Universal Dependencies - Look, No Tags! CONLL 2017
Initial Explorations of CCG Supertagging for Universal Dependency Parsing CONLL 2017
CLCL (Geneva) DINN Parser: a Neural Network Dependency Parser Ten Years Later CONLL 2017
A Fast and Lightweight System for Multilingual Dependency Parsing CONLL 2017
Graph-Structured Representations for Visual Question Answering CVPR 2017
Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation CVPR 2017
Local Binary Convolutional Neural Networks CVPR 2017
Face Normals "In-The-Wild" Using Fully Convolutional Networks CVPR 2017
Learning by Association -- A Versatile Semi-Supervised Training Method for Neural Networks CVPR 2017
A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting CVPR 2017
Learning From Synthetic Humans CVPR 2017
Learning to Detect Salient Objects With Image-Level Supervision CVPR 2017
DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data CVPR 2017
Unsupervised Video Summarization With Adversarial LSTM Networks CVPR 2017
SphereFace: Deep Hypersphere Embedding for Face Recognition CVPR 2017
One-Shot Video Object Segmentation CVPR 2017
SGM-Nets: Semi-Global Matching With Neural Networks CVPR 2017
What's in a Question: Using Visual Questions as a Form of Supervision CVPR 2017
Deep Reinforcement Learning-Based Image Captioning With Embedding Reward CVPR 2017