Joint Unsupervised Learning of Optical Flow and Egomotion with Bi-Level Optimization. Semantic Flow for Fast and Accurate Scene Parsing. Restricted Structural Random Matrix for Compressive Sensing. Feasibility of Video-based Sub-meter Localization on Resource-constrained Platforms. Arabic Diacritic Recovery Using a Feature-Rich biLSTM Model. Predic …

MoTiAC: Multi-Objective Actor-Critics for Real-Time Bidding. Clustering and Classification with Non-Existence Attributes: A Sentenced Discrepancy Measure Based Technique. Belief Base Revision for Further Improvement of Unified Answer Set Programming. Self-supervised visual feature learning with curriculum. Tensor Networks for Language Modeling. Are …

Social Science Guided Feature Engineering: A Novel Approach to Signed Link Analysis. Evolutionary Neural Architecture Search for Retinal Vessel Segmentation. The side effect profile of Clozapine in real world data of three large mental hospitals. G-Learner and GIRL: Goal Based Wealth Management with Reinforcement Learning. A Computational Approach …

Stochastic-Sign SGD for Federated Learning with Theoretical Guarantees. FarSee-Net: Real-Time Semantic Segmentation by Efficient Multi-scale Context Aggregation and Feature Space Super-resolution. The large learning rate phase of deep learning: the catapult mechanism. Semi-Supervised StyleGAN for Disentanglement Learning. Global and Local Feature L …

Robust Multimodal Image Registration Using Deep Recurrent Reinforcement Learning. Multi-Person Pose Estimation with Enhanced Feature Aggregation and Selection. AnimePose: Multi-person 3D pose estimation and animation. Schema-Guided Dialogue State Tracking Task at DSTC8. Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyra …

Provable Benefit of Orthogonal Initialization in Optimizing Deep Linear Networks. vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations. Adversarial Video Generation on Complex Datasets. Information Geometry of Orthogonal Initializations and Training. Towards Hierarchical Importance Attribution: Explaining Compositional Semantics …