Neural Networks

Non-Parametric Transformation Networks for Learning General Invariances from Data AAAI 2019 NTUA-ISLab at SemEval-2019 Task 3: Determining emotions in contextual conversations with deep learning SemEval 2019 NTUA-ISLab at SemEval-2019 Task 9: Mining Suggestions in the wild SemEval 2019 ntuer at SemEval-2019 Task 3: Emotion Classification with Word and Sentence Representations in RCNN SemEval 2019 Nuclei Segmentation via a Deep Panoptic Model with Semantic Feature Fusion IJCAI 2019 Number Sequence Prediction Problems for Evaluating Computational Powers of Neural Networks AAAI 2019 Object Detection Based on Region Decomposition and Assembly AAAI 2019 Object Detection With Location-Aware Deformable Convolution and Backward Attention Filtering CVPR 2019 Object Discovery in Videos as Foreground Motion Clustering CVPR 2019 Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes ACL 2019 Occupancy Networks: Learning 3D Reconstruction in Function Space CVPR 2019 Octree Guided CNN With Spherical Kernels for 3D Point Clouds CVPR 2019 ODE-Inspired Network Design for Single Image Super-Resolution CVPR 2019 Omni-Scale Feature Learning for Person Re-Identification ICCV 2019 One-Shot Voice Conversion with Global Speaker Embeddings Interspeech 2019 One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues ACL 2019 On Exact Computation with an Infinitely Wide Neural Net NeurIPS 2019 On Learning Interpretable CNNs with Parametric Modulated Kernel-Based Filters Interspeech 2019 On Learning Over-parameterized Neural Networks: A Functional Approximation Perspective NeurIPS 2019 On Lifted Inference Using Neural Embeddings AAAI 2019 Online abuse detection: the value of preprocessing and neural attention models NAACL 2019 Online Hybrid CTC/Attention Architecture for End-to-End Speech Recognition Interspeech 2019 Online Normalization for Training Neural Networks NeurIPS 2019 On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks NeurIPS 2019 On Network Design Spaces for Visual Recognition ICCV 2019