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Deep Learning

1752 directly classified papers

Papers per year

Papers

A Neural Layered Model for Nested Named Entity Recognition NAACL 2018
Handling Homographs in Neural Machine Translation NAACL 2018
Neural Models of Factuality NAACL 2018
Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing NAACL 2018
A Deep Dive into Word Sense Disambiguation with LSTM COLING 2018
Trainable Calibration Measures for Neural Networks from Kernel Mean Embeddings ICML 2018
Angular Softmax for Short-Duration Text-independent Speaker Verification INTERSPEECH 2018
Understanding the Loss Surface of Neural Networks for Binary Classification ICML 2018
THU_NGN at SemEval-2018 Task 1: Fine-grained Tweet Sentiment Intensity Analysis with Attention CNN-LSTM SEMEVAL 2018
EmoIntens Tracker at SemEval-2018 Task 1: Emotional Intensity Levels in #Tweets SEMEVAL 2018
Fast Parametric Learning with Activation Memorization ICML 2018
Sequence-to-Sequence Language Grounding of Non-Markovian Task Specifications RSS 2018
Closing the Loop for Robotic Grasping: A Real-time, Generative Grasp Synthesis Approach RSS 2018
Moon IME: Neural-based Chinese Pinyin Aided Input Method with Customizable Association ACL 2018
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition ACL 2018
Marian: Fast Neural Machine Translation in C++ ACL 2018
Active learning for deep semantic parsing ACL 2018
UniMelb at SemEval-2018 Task 12: Generative Implication using LSTMs, Siamese Networks and Semantic Representations with Synonym Fuzzing SEMEVAL 2018
Functional Map of the World CVPR 2018
DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation CVPR 2018
Single Image Reflection Separation With Perceptual Losses CVPR 2018
CRRN: Multi-Scale Guided Concurrent Reflection Removal Network CVPR 2018
InverseFaceNet: Deep Monocular Inverse Face Rendering CVPR 2018
Neural Approaches to Conversational AI ACL 2018
Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition CVPR 2018