artificial intelligence

Paper Group ANR 1

Paper Group ANR 1

April 3, 2020

Probabilistic Partitive Partitioning (PPP). A Comparative Study of Western and Chinese Classical Music based on Soundscape Models. MatchingGAN: Matching-based Few-shot Image Generation. Anysize GAN: A solution to the image-warping problem. Statistical and Topological Properties of Sliced Probability Divergences. SketchyCOCO: Image Generation from F …
Paper Group ANR 13

Paper Group ANR 13

April 3, 2020

Coronavirus (COVID-19) Classification using CT Images by Machine Learning Methods. Estimating Uncertainty and Interpretability in Deep Learning for Coronavirus (COVID-19) Detection. Sketch-to-Art: Synthesizing Stylized Art Images From Sketches. iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection. From Fourier to Koopman: Spec …
Paper Group ANR 17

Paper Group ANR 17

April 3, 2020

Gaussian-Dirichlet Random Fields for Inference over High Dimensional Categorical Observations. CompLex — A New Corpus for Lexical Complexity Predicition from Likert Scale Data. MEUZZ: Smart Seed Scheduling for Hybrid Fuzzing. Machine Learning for Network Slicing Resource Management: A Comprehensive Survey. Meshlet Priors for 3D Mesh Reconstructio …
Paper Group ANR 19

Paper Group ANR 19

April 3, 2020

Topologically sensitive metaheuristics. Unsupervised Learning of Camera Pose with Compositional Re-estimation. Real Time Reasoning in OWL2 for GDPR Compliance. Dataset Search In Biodiversity Research: Do Metadata In Data Repositories Reflect Scholarly Information Needs?. Capacity of Continuous Channels with Memory via Directed Information Neural Es …
Paper Group ANR 2

Paper Group ANR 2

April 3, 2020

Use the Force, Luke! Learning to Predict Physical Forces by Simulating Effects. GID-Net: Detecting Human-Object Interaction with Global and Instance Dependency. TPPO: A Novel Trajectory Predictor with Pseudo Oracle. Functional Error Correction for Robust Neural Networks. Visual-Semantic Graph Attention Networks for Human-Object Interaction Detectio …
Paper Group ANR 23

Paper Group ANR 23

April 3, 2020

A Deep learning Approach to Generate Contrast-Enhanced Computerised Tomography Angiography without the Use of Intravenous Contrast Agents. Bayesian Experimental Design for Implicit Models by Mutual Information Neural Estimation. Keyword-based Topic Modeling and Keyword Selection. Bimodal Distribution Removal and Genetic Algorithm in Neural Network …
Paper Group ANR 25

Paper Group ANR 25

April 3, 2020

Lossless Compression of Deep Neural Networks. Recalibrating 3D ConvNets with Project & Excite. E2EET: From Pipeline to End-to-end Entity Typing via Transformer-Based Embeddings. Exploring Chemical Space using Natural Language Processing Methodologies for Drug Discovery. Inducing Optimal Attribute Representations for Conditional GANs. On Safety Asse …
Paper Group ANR 29

Paper Group ANR 29

April 3, 2020

Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural Networks. Lipschitz standardization for robust multivariate learning. Distilling portable Generative Adversarial Networks for Image Translation. Identification of AC Networks via Online Learning. Deep regularization and direct training of the inner layers of Neural Networks wit …
Paper Group ANR 32

Paper Group ANR 32

April 3, 2020

Moving Target Monte Carlo. Can ML predict the solution value for a difficult combinatorial problem?. Algorithmic Recourse: from Counterfactual Explanations to Interventions. POPCORN: Partially Observed Prediction COnstrained ReiNforcement Learning. Verifiable RNN-Based Policies for POMDPs Under Temporal Logic Constraints. Du$^2$Net: Learning Depth …
Paper Group ANR 37

Paper Group ANR 37

April 3, 2020

Bayesian Reasoning with Deep-Learned Knowledge. Using News Articles and Financial Data to predict the likelihood of bankruptcy. Dataless Model Selection with the Deep Frame Potential. Memory-Constrained No-Regret Learning in Adversarial Bandits. Digital Collaborator: Augmenting Task Abstraction in Visualization Design with Artificial Intelligence. …
Paper Group ANR 43

Paper Group ANR 43

April 3, 2020

Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning. Zero-Shot Cross-Lingual Transfer with Meta Learning. Private Mean Estimation of Heavy-Tailed Distributions. Guided Constrained Policy Optimization for Dynamic Quadrupedal Robot Locomotion. PAC-Bayesian Meta-learning with Implicit Prior. How to Solve Fair $k$-Center in Massive Data …
Paper Group ANR 44

Paper Group ANR 44

April 3, 2020

Deep Learning Approach to Diabetic Retinopathy Detection. Conditional Channel Gated Networks for Task-Aware Continual Learning. An Empirical Study of Person Re-Identification with Attributes. Safety-Aware Hardening of 3D Object Detection Neural Network Systems. Convergence of a Stochastic Gradient Method with Momentum for Nonsmooth Nonconvex Optimi …
Paper Group ANR 45

Paper Group ANR 45

April 3, 2020

Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms. Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning. Closing the convergence gap of SGD without replacement. BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models. Image-to-image Neural Network for Additi …
Paper Group ANR 52

Paper Group ANR 52

April 3, 2020

Learning to Inpaint by Progressively Growing the Mask Regions. Deep Slow Motion Video Reconstruction with Hybrid Imaging System. Hybrid Embedded Deep Stacked Sparse Autoencoder with w_LPPD SVM Ensemble. DotFAN: A Domain-transferred Face Augmentation Network for Pose and Illumination Invariant Face Recognition. A Connection between Feedback Capacity …
Paper Group ANR 53

Paper Group ANR 53

April 3, 2020

MODRL/D-AM: Multiobjective Deep Reinforcement Learning Algorithm Using Decomposition and Attention Model for Multiobjective Optimization. Minimum entropy production in multipartite processes due to neighborhood constraints. GISNet: Graph-Based Information Sharing Network For Vehicle Trajectory Prediction. A Multi-Modal States based Vehicle Descript …
Paper Group ANR 55

Paper Group ANR 55

April 3, 2020

Infinite-Horizon Differentiable Model Predictive Control. The Past and Present of Imitation Learning: A Citation Chain Study. 1D CNN Based Network Intrusion Detection with Normalization on Imbalanced Data. Survey of Network Intrusion Detection Methods from the Perspective of the Knowledge Discovery in Databases Process. Asynchronous Policy Evaluati …
Paper Group ANR 56

Paper Group ANR 56

April 3, 2020

Learning Probabilistic Intersection Traffic Models for Trajectory Prediction. Deep compositional robotic planners that follow natural language commands. A mean-field theory of lazy training in two-layer neural nets: entropic regularization and controlled McKean-Vlasov dynamics. Exploiting Event Cameras for Spatio-Temporal Prediction of Fast-Changin …
Paper Group ANR 63

Paper Group ANR 63

April 3, 2020

Unpaired Image Super-Resolution using Pseudo-Supervision. PUGeo-Net: A Geometry-centric Network for 3D Point Cloud Upsampling. Multi-Level Feature Fusion Mechanism for Single Image Super-Resolution. Learning Deep Analysis Dictionaries – Part II: Convolutional Dictionaries. An Automatic Relevance Determination Prior Bayesian Neural Network for Cont …
Paper Group ANR 66

Paper Group ANR 66

April 3, 2020

Toward Automated Virtual Assembly for Prefabricated Construction: Construction Sequencing through Simulated BIM. LowResourceEval-2019: a shared task on morphological analysis for low-resource languages. Decidability of cutpoint isolation for letter-monotonic probabilistic finite automata. Curriculum Audiovisual Learning. Learning Navigation Costs f …
Paper Group ANR 67

Paper Group ANR 67

April 3, 2020

Assembly robots with optimized control stiffness through reinforcement learning. Proximity-Based Active Learning on Streaming Data: A Personalized Eating Moment Recognition. $\text{A}^3$: Activation Anomaly Analysis. A multi-agent ontologies-based clinical decision support system. Can We Read Speech Beyond the Lips? Rethinking RoI Selection for Dee …
Paper Group ANR 7

Paper Group ANR 7

April 3, 2020

3DPIFCM Novel Algorithm for Segmentation of Noisy Brain MRI Images. Fast and robust multiplane single molecule localization microscopy using deep neural network. MPM: Joint Representation of Motion and Position Map for Cell Tracking. The Pragmatic Turn in Explainable Artificial Intelligence (XAI). Confidence Scores Make Instance-dependent Label-noi …
Paper Group ANR 71

Paper Group ANR 71

April 3, 2020

Student/Teacher Advising through Reward Augmentation. A General Framework to Analyze Stochastic Linear Bandit. Improving the Adversarial Robustness of Transfer Learning via Noisy Feature Distillation. Amortized variance reduction for doubly stochastic objectives. i-flow: High-dimensional Integration and Sampling with Normalizing Flows. BLCS: Brain- …
Paper Group ANR 75

Paper Group ANR 75

April 3, 2020

Spatial and spectral deep attention fusion for multi-channel speech separation using deep embedding features. Machine Learning on Volatile Instances. Tractogram filtering of anatomically non-plausible fibers with geometric deep learning. Experiments on Manual Thesaurus based Query Expansion for Ad-hoc Monolingual Gujarati Information Retrieval Task …
Paper Group ANR 86

Paper Group ANR 86

April 3, 2020

Validation and Optimization of Multi-Organ Segmentation on Clinical Imaging Archives. Adversarial Incremental Learning. Offline Grid-Based Coverage path planning for guards in games. Max-Affine Spline Insights into Deep Generative Networks. Can speed up the convergence rate of stochastic gradient methods to $\mathcal{O}(1/k^2)$ by a gradient averag …
Paper Group AWR 19

Paper Group AWR 19

April 3, 2020

Post-Training Piecewise Linear Quantization for Deep Neural Networks. Camera Trace Erasing. Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction. Self-Supervised Log Parsing. Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study. Adaptive binarization based on …
Paper Group AWR 21

Paper Group AWR 21

April 3, 2020

Exploit Clues from Views: Self-Supervised and Regularized Learning for Multiview Object Recognition. Fast reconstruction of atomic-scale STEM-EELS images from sparse sampling. Counter-example Guided Learning of Bounds on Environment Behavior. Multi-Level Representation Learning for Deep Subspace Clustering. Co-occurrence of deep convolutional featu …
Paper Group AWR 56

Paper Group AWR 56

April 3, 2020

ARAE: Adversarially Robust Training of Autoencoders Improves Novelty Detection. Entropy Minimization vs. Diversity Maximization for Domain Adaptation. Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format. Social navigation with human empowerment driven reinforcement learning. Tensor-to-Vector Regression f …
Paper Group AWR 69

Paper Group AWR 69

April 3, 2020

TResNet: High Performance GPU-Dedicated Architecture. Scene Text Recognition via Transformer. Visual Semantic SLAM with Landmarks for Large-Scale Outdoor Environment. Lookahead: a Far-Sighted Alternative of Magnitude-based Pruning. Metric-Scale Truncation-Robust Heatmaps for 3D Human Pose Estimation. Adversarial System Variant Approximation to Quan …