Convolutional Neural Networks

ELASTIC: Improving CNNs With Dynamic Scaling Policies CVPR 2019 End-To-End Learned Random Walker for Seeded Image Segmentation CVPR 2019 ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network CVPR 2019 Explicit Spatial Encoding for Deep Local Descriptors CVPR 2019 Extending Event Detection to New Types with Learning from Keywords EMNLP 2019 Face Parsing With RoI Tanh-Warping CVPR 2019 FA-RPN: Floating Region Proposals for Face Detection CVPR 2019 FastDraw: Addressing the Long Tail of Lane Detection by Adapting a Sequential Prediction Network CVPR 2019 Fast Spatio-Temporal Residual Network for Video Super-Resolution CVPR 2019 FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search CVPR 2019 Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration CVPR 2019 Finding the Needle in the Haystack with Convolutions: on the benefits of architectural bias NeurIPS 2019 FLEX: Faithful Linguistic Explanations for Neural Net Based Model Decisions AAAI 2019 FreeAnchor: Learning to Match Anchors for Visual Object Detection NeurIPS 2019 Fully Learnable Group Convolution for Acceleration of Deep Neural Networks CVPR 2019 Gaussian-Based Pooling for Convolutional Neural Networks NeurIPS 2019 GIF2Video: Color Dequantization and Temporal Interpolation of GIF Images CVPR 2019 GIFT: Learning Transformation-Invariant Dense Visual Descriptors via Group CNNs NeurIPS 2019 GlobalTrait: Personality Alignment of Multilingual Word Embeddings AAAI 2019 Glyce: Glyph-vectors for Chinese Character Representations NeurIPS 2019 GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition AAAI 2019 Group-Wise Correlation Stereo Network CVPR 2019 Hierarchical Deep Feature Learning for Decoding Imagined Speech from EEG AAAI 2019 Im2Pencil: Controllable Pencil Illustration From Photographs CVPR 2019 Incorporating Context-Relevant Knowledge into Convolutional Neural Networks for Short Text Classification AAAI 2019