Classification

Using Trusted Data to Train Deep Networks on Labels Corrupted by Severe Noise NeurIPS 2018 Virtual Class Enhanced Discriminative Embedding Learning NeurIPS 2018 When data permutations are pathological: the case of neural natural language inference EMNLP 2018 Word Mover’s Embedding: From Word2Vec to Document Embedding EMNLP 2018 Aggregated Residual Transformations for Deep Neural Networks CVPR 2017 Attend in Groups: A Weakly-Supervised Deep Learning Framework for Learning From Web Data CVPR 2017 Commonly Uncommon: Semantic Sparsity in Situation Recognition CVPR 2017 Controlling Human Perception of Basic User Traits EMNLP 2017 DeepNav: Learning to Navigate Large Cities CVPR 2017 Deep Supervised Discrete Hashing NeurIPS 2017 Discriminative Correlation Filter With Channel and Spatial Reliability CVPR 2017 DOC: Deep Open Classification of Text Documents EMNLP 2017 Fast Video Classification via Adaptive Cascading of Deep Models CVPR 2017 Identifying attack and support argumentative relations using deep learning EMNLP 2017 Identifying civilians killed by police with distantly supervised entity-event extraction EMNLP 2017 Image Splicing Detection via Camera Response Function Analysis CVPR 2017 “Liar, Liar Pants on Fire”: A New Benchmark Dataset for Fake News Detection ACL 2017 Loss Max-Pooling for Semantic Image Segmentation CVPR 2017 Low-Rank Bilinear Pooling for Fine-Grained Classification CVPR 2017 Selective Classification for Deep Neural Networks NeurIPS 2017 Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter ACL 2017 Using Ranking-CNN for Age Estimation CVPR 2017 Deep Decision Network for Multi-Class Image Classification CVPR 2016 Deep Supervised Hashing for Fast Image Retrieval CVPR 2016 Efficient Deep Learning for Stereo Matching CVPR 2016