Model Architecture

Learning the Model Update for Siamese Trackers ICCV 2019 Learning to Minify Photometric Stereo CVPR 2019 Learning to Reconstruct 3D Manhattan Wireframes From a Single Image ICCV 2019 Learning Trajectory Dependencies for Human Motion Prediction ICCV 2019 Led3D: A Lightweight and Efficient Deep Approach to Recognizing Low-Quality 3D Faces CVPR 2019 Let’s Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi-Supervised Neural Nets on Crowdfunding Platforms NAACL 2019 Leveraging Acoustic Cues and Paralinguistic Embeddings to Detect Expression from Voice Interspeech 2019 Leveraging Local and Global Patterns for Self-Attention Networks ACL 2019 Linearized Multi-Sampling for Differentiable Image Transformation ICCV 2019 LIP: Local Importance-Based Pooling ICCV 2019 Local Relation Networks for Image Recognition ICCV 2019 Look across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition AAAI 2019 Lookahead Optimizer: k steps forward, 1 step back NeurIPS 2019 Look-up and Adapt: A One-shot Semantic Parser EMNLP 2019 Making Convolutional Networks Shift-Invariant Again ICML 2019 Manifold Mixup: Better Representations by Interpolating Hidden States ICML 2019 Mask-Guided Attention Network for Occluded Pedestrian Detection ICCV 2019 Measuring the Effects of Data Parallelism on Neural Network Training JMLR 2019 Memory-Based Neighbourhood Embedding for Visual Recognition ICCV 2019 Memory-Optimal Direct Convolutions for Maximizing Classification Accuracy in Embedded Applications ICML 2019 MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals IJCAI 2019 MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing ICML 2019 MixUp as Locally Linear Out-of-Manifold Regularization AAAI 2019 MnasNet: Platform-Aware Neural Architecture Search for Mobile CVPR 2019 MobiVSR : Efficient and Light-Weight Neural Network for Visual Speech Recognition on Mobile Devices Interspeech 2019