Based on Graph-VAE Model to Predict Student’s Score. SIGMA : Strengthening IDS with GAN and Metaheuristics Attacks. Adversarial Seeded Sequence Growing for Weakly-Supervised Temporal Action Localization. Introducing Hann windows for reducing edge-effects in patch-based image segmentation. GraphDefense: Towards Robust Graph Convolutional Networks. M …

Modeling Interpersonal Linguistic Coordination in Conversations using Word Mover’s Distance. HRL4IN: Hierarchical Reinforcement Learning for Interactive Navigation with Mobile Manipulators. MSTDP: A More Biologically Plausible Learning. VecHGrad for Solving Accurately Complex Tensor Decomposition. Adversarial Defense Via Local Flatness Regularizati …

DC-SPP-YOLO: Dense Connection and Spatial Pyramid Pooling Based YOLO for Object Detection. Using Sub-Optimal Plan Detection to Identify Commitment Abandonment in Discrete Environments. Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss. Self-Imitation Learning via Trajectory-Conditioned Policy for …

Enforcing Linearity in DNN succours Robustness and Adversarial Image Generation. Transfer learning enhanced physics informed neural network for phase-field modeling of fracture. Social Behavioral Phenotyping of Drosophila with a2D-3D Hybrid CNN Framework. Quantifying Urban Canopy Cover with Deep Convolutional Neural Networks. Automatic learner summ …

Latent Relation Language Models. Data Extraction from Charts via Single Deep Neural Network. Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret. Financial Applications of Gaussian Processes and Bayesian Optimization. Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation. Compositi …

Deep Reasoning with Multi-Scale Context for Salient Object Detection. Mixed Precision DNNs: All you need is a good parametrization. Neural network gradient-based learning of black-box function interfaces. Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-Scale Booster. Salient Object Detection with Lossless Feature Reflection an …

On the Efficiency of the Neuro-Fuzzy Classifier for User Knowledge Modeling Systems. Ancient Painting to Natural Image: A New Solution for Painting Processing. Sparse and Imperceivable Adversarial Attacks. Graph-Revised Convolutional Network. Improved Generalization of Heading Direction Estimation for Aerial Filming Using Semi-supervised Regression …

Estimating Kullback-Leibler Divergence Using Kernel Machines. Visual Privacy Protection via Mapping Distortion. Approximate Guarantees for Dictionary Learning. Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier. White-Box Adversarial Defense via Self-Supervised Data Estimation. Regret Minimisation in M …

Cross-Sentence Grammatical Error Correction. Specific and Shared Causal Relation Modeling and Mechanism-Based Clustering. Consistency-based anomaly detection with adaptive multiple-hypotheses predictions. Multi-Relational Script Learning for Discourse Relations. Error Correcting Output Codes Improve Probability Estimation and Adversarial Robustness …

Decoding P300 Variability using Convolutional Neural Networks. Optimizing Generalized Rate Metrics with Three Players. Adaptive Auxiliary Task Weighting for Reinforcement Learning. A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation. DeepWave: A Recurrent Neural-Network for Real-Time Acoustic Imaging. AGEM: Solv …

Building English-to-Serbian Machine Translation System for IMDb Movie Reviews. Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses. Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning. Coloring With Limited Data: Few-Shot Colorization via Memory Augmented Networks. Scalable Bayesian inferen …

CUHK at MRP 2019: Transition-Based Parser with Cross-Framework Variable-Arity Resolve Action. The many dimensions of algorithmic fairness in educational applications. Grammaticalization in Derivational Morphology: Verification of the Process by Innovative Derivatives. Domain Adaptation for Low-Resource Neural Semantic Parsing. Skin-Based Identifica …