Neural Networks

Few-shot Autoregressive Density Estimation: Towards Learning to Learn Distributions ICLR 2018 Filtering Aggression from the Multilingual Social Media Feed COLING 2018 Filter Sampling and Combination CNN (FSC-CNN): A Compact CNN Model for Small-footprint ASR Acoustic Modeling Using Raw Waveforms Interspeech 2018 Finding syntax in human encephalography with beam search ACL 2018 Fine-Grained Termhood Prediction for German Compound Terms Using Neural Networks COLING 2018 FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction NeurIPS 2018 Fluency Boost Learning and Inference for Neural Grammatical Error Correction ACL 2018 Focused Hierarchical RNNs for Conditional Sequence Processing ICML 2018 Focus: Querying Large Video Datasets with Low Latency and Low Cost OSDI 2018 Formal Analysis of Deep Binarized Neural Networks IJCAI 2018 Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages NAACL 2018 Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger NeurIPS 2018 Frame-Recurrent Video Super-Resolution CVPR 2018 From Feature to Paradigm: Deep Learning in Machine Translation (Extended Abstract) IJCAI 2018 From Strings to Other Things: Linking the Neighborhood and Transposition Effects in Word Reading CoNLL 2018 Frustum PointNets for 3D Object Detection From RGB-D Data CVPR 2018 Fully Connected Neural Network with Advance Preprocessor to Identify Aggression over Facebook and Twitter COLING 2018 Functional Gradient Boosting based on Residual Network Perception ICML 2018 Gated Convolutional Neural Network for Sentence Matching Interspeech 2018 Gated Multi-Task Network for Text Classification NAACL 2018 Gated Path Planning Networks ICML 2018 Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks NeurIPS 2018 Gaussian Process Behaviour in Wide Deep Neural Networks ICLR 2018 Gaussian Process Neural Networks for Speech Recognition Interspeech 2018 Gaze Prediction in Dynamic 360° Immersive Videos CVPR 2018