conftrace_

deep learning

2118 papers

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Also known as

DL

Co-occurring keywords

neural network (6616) text classification (6793) convolutional neural network (4226) representation learning (6206) transfer learning (5449) deep neural network (1803) attention mechanism (4001) natural language processing (2034) image classification (1944) feature learning (1311)

Papers

Global Convergence of Block Coordinate Descent in Deep Learning ICML 2019
Lexicographic and Depth-Sensitive Margins in Homogeneous and Non-Homogeneous Deep Models ICML 2019
Adversarial camera stickers: A physical camera-based attack on deep learning systems ICML 2019
Optimal Auctions through Deep Learning ICML 2019
Unreproducible Research is Reproducible ICML 2019
Revisit Batch Normalization: New Understanding and Refinement via Composition Optimization AISTATS 2019
Fixing Mini-batch Sequences with Hierarchical Robust Partitioning AISTATS 2019
A deep-learning framework to detect sarcasm targets IJCNLP 2019
DA-LD-Hildesheim at SemEval-2019 Task 6: Tracking Offensive Content with Deep Learning using Shallow Representation SEMEVAL 2019
SymantoResearch at SemEval-2019 Task 3: Combined Neural Models for Emotion Classification in Human-Chatbot Conversations SEMEVAL 2019
NELEC at SemEval-2019 Task 3: Think Twice Before Going Deep SEMEVAL 2019
FreeFlow: Software-based Virtual RDMA Networking for Containerized Clouds NSDI 2019
OIL: Observational Imitation Learning RSS 2019
Deep Learning with a Rethinking Structure for Multi-label Classification ACML 2019
SID4VAM: A Benchmark Dataset With Synthetic Images for Visual Attention Modeling ICCV 2019
Deep Transfer Learning for Multiple Class Novelty Detection CVPR 2019
DeepGCNs: Can GCNs Go As Deep As CNNs? ICCV 2019
On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning EMNLP 2019
Detecting and Reducing Bias in a High Stakes Domain EMNLP 2019
Energy and Policy Considerations for Deep Learning in NLP ACL 2019
Cross-domain and Cross-lingual Abusive Language Detection: A Hybrid Approach with Deep Learning and a Multilingual Lexicon ACL 2019
The Unreasonable Effectiveness of Transformer Language Models in Grammatical Error Correction ACL 2019
Deep Learning for Identification of Adverse Effect Mentions In Twitter Data ACL 2019
NLP@UNED at SMM4H 2019: Neural Networks Applied to Automatic Classifications of Adverse Effects Mentions in Tweets ACL 2019
DeepGeneMD: A Joint Deep Learning Model for Extracting Gene Mutation-Disease Knowledge from PubMed Literature EMNLP 2019