Neural Networks

What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance ICCV 2019 When Color Constancy Goes Wrong: Correcting Improperly White-Balanced Images CVPR 2019 When Specialization Helps: Using Pooled Contextualized Embeddings to Detect Chemical and Biomedical Entities in Spanish EMNLP 2019 Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation AAAI 2019 Who Blames Whom in a Crisis? Detecting Blame Ties from News Articles Using Neural Networks AAAI 2019 Who wrote this book? A challenge for e-commerce EMNLP 2019 Why do deep convolutional networks generalize so poorly to small image transformations? JMLR 2019 Why do Larger Models Generalize Better? A Theoretical Perspective via the XOR Problem ICML 2019 Wide-Context Semantic Image Extrapolation CVPR 2019 Width Provably Matters in Optimization for Deep Linear Neural Networks ICML 2019 Word-order Biases in Deep-agent Emergent Communication ACL 2019 WriterForcing: Generating more interesting story endings ACL 2019 WUT at SemEval-2019 Task 9: Domain-Adversarial Neural Networks for Domain Adaptation in Suggestion Mining SemEval 2019 X2CT-GAN: Reconstructing CT From Biplanar X-Rays With Generative Adversarial Networks CVPR 2019 X-Section: Cross-Section Prediction for Enhanced RGB-D Fusion ICCV 2019 x-Vector DNN Refinement with Full-Length Recordings for Speaker Recognition Interspeech 2019 Yes, we can! Mining Arguments in 50 Years of US Presidential Campaign Debates ACL 2019 YNU_DYX at SemEval-2019 Task 9: A Stacked BiLSTM for Suggestion Mining Classification SemEval 2019 YNU-junyi in BioNLP-OST 2019: Using CNN-LSTM Model with Embeddings for SeeDev Binary Event Extraction EMNLP 2019 YNUWB at SemEval-2019 Task 6: K-max pooling CNN with average meta-embedding for identifying offensive language SemEval 2019 You Look Twice: GaterNet for Dynamic Filter Selection in CNNs CVPR 2019 YUN-HPCC at SemEval-2019 Task 3: Multi-Step Ensemble Neural Network for Sentiment Analysis in Textual Conversation SemEval 2019 ZCU-NLP at MADAR 2019: Recognizing Arabic Dialects ACL 2019 ZigZagNet: Fusing Top-Down and Bottom-Up Context for Object Segmentation CVPR 2019 3D Point Cloud-Based Visual Prediction of ICU Mobility Care Activities MLHC 2018