A Systematic Study of Leveraging Subword Information for Learning Word Representations. Infer Implicit Contexts in Real-time Online-to-Offline Recommendation. Deep Learning for Audio Signal Processing. Block Argumentation. Policy Continuation with Hindsight Inverse Dynamics. Modeling competitive evolution of multiple languages. Locality Aware Appea …

Robust Classification with Sparse Representation Fusion on Diverse Data Subsets. Open DNN Box by Power Side-Channel Attack. User Curated Shaping of Expressive Performances. Improving Prediction Accuracy in Building Performance Models Using Generative Adversarial Networks (GANs). Mono-SF: Multi-View Geometry Meets Single-View Depth for Monocular Sce …

Analyzing the Cross-Sensor Portability of Neural Network Architectures for LiDAR-based Semantic Labeling. A Theory of Uncertainty Variables for State Estimation and Inference. Applying Abstract Argumentation Theory to Cooperative Game Theory. Towards Realistic Practices In Low-Resource Natural Language Processing: The Development Set. Enhancing the …

Analyzing Periodicity and Saliency for Adult Video Detection. A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots. Completely Unsupervised Speech Recognition By A Generative Adversarial Network Harmonized With Iteratively Refined Hidden Markov Models. A Hybrid Cooperative Co-evolution Algorithm Framework for Opti …

Objective Assessment of Social Skills Using Automated Language Analysis for Identification of Schizophrenia and Bipolar Disorder. Abstract Argumentation and the Rational Man. Stochastic Proximal Langevin Algorithm: Potential Splitting and Nonasymptotic Rates. Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning …

Closed-Form Full Map Posteriors for Robot Localization with Lidar Sensors. FPGA-based Accelerators of Deep Learning Networks for Learning and Classification: A Review. HDI-Forest: Highest Density Interval Regression Forest. Multimodal Representation Model based on Graph-Based Rank Fusion. SANet:Superpixel Attention Network for Skin Lesion Attribute …

Advances on CNN-based super-resolution of Sentinel-2 images. Deep Distributional Sequence Embeddings Based on a Wasserstein Loss. Towards Automated Sexual Violence Report Tracking. A Control-Model-Based Approach for Reinforcement Learning. Identification In Missing Data Models Represented By Directed Acyclic Graphs. Design and Results of the Second …

Concepts and Applications of Conformal Prediction in Computational Drug Discovery. Sparse hierarchical representation learning on molecular graphs. Statistical and machine learning ensemble modelling to forecast sea surface temperature. Exploiting Temporality for Semi-Supervised Video Segmentation. Action Anticipation for Collaborative Environments …

Deep learning and face recognition: the state of the art. How to Incorporate Monotonicity in Deep Networks While Preserving Flexibility?. LSTM-Based Anomaly Detection: Detection Rules from Extreme Value Theory. Adversarial T-shirt! Evading Person Detectors in A Physical World. Fast generalization error bound of deep learning without scale invarianc …

Learning to Calibrate Straight Lines for Fisheye Image Rectification. Whole-Slide Image Focus Quality: Automatic Assessment and Impact on AI Cancer Detection. Towards Evolutionary Theorem Proving for Isabelle/HOL. Anxious Depression Prediction in Real-time Social Data. Multi-Purposing Domain Adaptation Discriminators for Pseudo Labeling Confidence. …

SparseTrain:Leveraging Dynamic Sparsity in Training DNNs on General-Purpose SIMD Processors. Stochastic Gradient Descent for Nonconvex Learning without Bounded Gradient Assumptions. A Comparative Study on End-to-end Speech to Text Translation. Detecting GAN generated Fake Images using Co-occurrence Matrices. Modularized Textual Grounding for Counte …