Techniques

Exploring Encoder-Decoder Model for Distant Supervised Relation Extraction IJCAI 2018 Exploring Hidden Dimensions in Accelerating Convolutional Neural Networks ICML 2018 Fast and Accurate Single Image Super-Resolution via Information Distillation Network CVPR 2018 Fast End-to-End Trainable Guided Filter CVPR 2018 Few-Shot Image Recognition by Predicting Parameters From Activations CVPR 2018 Filter Sampling and Combination CNN (FSC-CNN): A Compact CNN Model for Small-footprint ASR Acoustic Modeling Using Raw Waveforms Interspeech 2018 Fix your classifier: the marginal value of training the last weight layer ICLR 2018 Focused Hierarchical RNNs for Conditional Sequence Processing ICML 2018 Framing and Agenda-setting in Russian News: a Computational Analysis of Intricate Political Strategies EMNLP 2018 Fraternal Dropout ICLR 2018 Frequency-Domain Dynamic Pruning for Convolutional Neural Networks NeurIPS 2018 FusionNet: Fusing via Fully-aware Attention with Application to Machine Comprehension ICLR 2018 Gated Fusion Network for Single Image Dehazing CVPR 2018 Gated Multi-Task Network for Text Classification NAACL 2018 Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks NeurIPS 2018 Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels NeurIPS 2018 Generative Image Inpainting With Contextual Attention CVPR 2018 Glimpse Clouds: Human Activity Recognition From Unstructured Feature Points CVPR 2018 Global Gated Mixture of Second-order Pooling for Improving Deep Convolutional Neural Networks NeurIPS 2018 Guiding Generation for Abstractive Text Summarization Based on Key Information Guide Network NAACL 2018 Harmonious Attention Network for Person Re-Identification CVPR 2018 Heterogeneous Bitwidth Binarization in Convolutional Neural Networks NeurIPS 2018 Hierarchical Convolutional Attention Networks for Text Classification ACL 2018 Hierarchical Graph Representation Learning with Differentiable Pooling NeurIPS 2018 Hierarchical neural model with attention mechanisms for the classification of social media text related to mental health NAACL 2018