machine learning

Paper Group ANR 423

Paper Group ANR 423

July 28, 2019

Horseshoe Regularization for Feature Subset Selection. Sparse High-Dimensional Linear Regression. Algorithmic Barriers and a Local Search Algorithm. AMTnet: Action-Micro-Tube Regression by End-to-end Trainable Deep Architecture. Recurrent Multimodal Interaction for Referring Image Segmentation. Online learnability of Statistical Relational Learning …
Paper Group ANR 425

Paper Group ANR 425

July 28, 2019

A large comparison of feature-based approaches for buried target classification in forward-looking ground-penetrating radar. The Eigenoption-Critic Framework. Exploring Temporal Preservation Networks for Precise Temporal Action Localization. Gabor Filter Assisted Energy Efficient Fast Learning Convolutional Neural Networks. Convergence Rates for De …
Paper Group ANR 426

Paper Group ANR 426

July 28, 2019

Anomaly Detection in a Digital Video Broadcasting System Using Timed Automata. Pseudo-positive regularization for deep person re-identification. Hierarchical Implicit Models and Likelihood-Free Variational Inference. Machine Learning Approach for Detection of nonTor Traffic. Learning Disentangling and Fusing Networks for Face Completion Under Struc …
Paper Group ANR 428

Paper Group ANR 428

July 28, 2019

Distribution-Preserving k-Anonymity. Persistent homology machine learning for fingerprint classification. Computing LPMLN Using ASP and MLN Solvers. Curriculum Learning for Multi-Task Classification of Visual Attributes. Winqi: A System for 6D Localization and SLAM Augmentation Using Wideangle Optics and Coded Light Beacons. Art of singular vectors …
Paper Group ANR 429

Paper Group ANR 429

July 28, 2019

Towards Crafting Text Adversarial Samples. Learning Implicit Generative Models Using Differentiable Graph Tests. Gaussian Kernel in Quantum Learning. Pyramidal RoR for Image Classification. An Integer Programming Model for Binary Knapsack Problem with Value-Related Dependencies among Elements. A Contemporary Overview of Probabilistic Latent Variabl …
Paper Group ANR 431

Paper Group ANR 431

July 28, 2019

Weighted Data Normalization Based on Eigenvalues for Artificial Neural Network Classification. Soft Label Memorization-Generalization for Natural Language Inference. Feature-Guided Black-Box Safety Testing of Deep Neural Networks. Modeling the Resource Requirements of Convolutional Neural Networks on Mobile Devices. Multi-task Neural Networks for P …
Paper Group ANR 432

Paper Group ANR 432

July 28, 2019

Preconditioned Spectral Clustering for Stochastic Block Partition Streaming Graph Challenge. Deep Transfer Learning: A new deep learning glitch classification method for advanced LIGO. Non-Stationary Bandits with Habituation and Recovery Dynamics. New Reinforcement Learning Using a Chaotic Neural Network for Emergence of “Thinking” - “Exploration” …
Paper Group ANR 433

Paper Group ANR 433

July 28, 2019

Learning Model Reparametrizations: Implicit Variational Inference by Fitting MCMC distributions. Light Source Estimation with Analytical Path-tracing. Bandit Regret Scaling with the Effective Loss Range. Towards Automated Network Mitigation Analysis (extended). Blocking Transferability of Adversarial Examples in Black-Box Learning Systems. When You …
Paper Group ANR 434

Paper Group ANR 434

July 28, 2019

On the estimation of correlation in a binary sequence model. Joint Structured Learning and Predictions under Logical Constraints in Conditional Random Fields. Snapshot Difference Imaging using Time-of-Flight Sensors. Generating Query Suggestions to Support Task-Based Search. Depth Creates No Bad Local Minima. Asymptotic Allocation Rules for a Class …
Paper Group ANR 435

Paper Group ANR 435

July 28, 2019

Area Protection in Adversarial Path-Finding Scenarios with Multiple Mobile Agents on Graphs: a theoretical and experimental study of target-allocation strategies for defense coordination. Stochastic Graphlet Embedding. Molecular Generation with Recurrent Neural Networks (RNNs). Real-time Egocentric Gesture Recognition on Mobile Head Mounted Display …
Paper Group ANR 436

Paper Group ANR 436

July 28, 2019

Dimensionality reduction methods for molecular simulations. Multitask Learning using Task Clustering with Applications to Predictive Modeling and GWAS of Plant Varieties. A decentralized proximal-gradient method with network independent step-sizes and separated convergence rates. PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimizat …
Paper Group ANR 438

Paper Group ANR 438

July 28, 2019

Multi-Sensor Data Pattern Recognition for Multi-Target Localization: A Machine Learning Approach. Detekcja upadku i wybranych akcji na sekwencjach obrazów cyfrowych. Spatio-temporal Person Retrieval via Natural Language Queries. Interspecies Knowledge Transfer for Facial Keypoint Detection. A Closed-Form Model for Image-Based Distant Lighting. Abno …
Paper Group ANR 439

Paper Group ANR 439

July 28, 2019

Automating Vehicles by Deep Reinforcement Learning using Task Separation with Hill Climbing. How Algorithmic Confounding in Recommendation Systems Increases Homogeneity and Decreases Utility. Probabilistic Program Abstractions. A deep level set method for image segmentation. Basic Thresholding Classification. Size Matters: Cardinality-Constrained C …
Paper Group ANR 440

Paper Group ANR 440

July 28, 2019

Distribution-Free One-Pass Learning. Attacking the Madry Defense Model with $L_1$-based Adversarial Examples. Boosted Multiple Kernel Learning for First-Person Activity Recognition. Utility of General and Specific Word Embeddings for Classifying Translational Stages of Research. Blind estimation of white Gaussian noise variance in highly textured i …
Paper Group ANR 441

Paper Group ANR 441

July 28, 2019

Natasha: Faster Non-Convex Stochastic Optimization Via Strongly Non-Convex Parameter. Feasibility of Principal Component Analysis in hand gesture recognition system. Comparative analysis of criteria for filtering time series of word usage frequencies. On the approximation by single hidden layer feedforward neural networks with fixed weights. Regula …
Paper Group ANR 442

Paper Group ANR 442

July 28, 2019

Argument Strength is in the Eye of the Beholder: Audience Effects in Persuasion. Using Deep Networks for Drone Detection. Can the early human visual system compete with Deep Neural Networks?. Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection. Learning Linear Dynamical Systems via Spectra …
Paper Group ANR 443

Paper Group ANR 443

July 28, 2019

The Expanding Approvals Rule: Improving Proportional Representation and Monotonicity. Bringing Impressionism to Life with Neural Style Transfer in Come Swim. Inter-Session Modeling for Session-Based Recommendation. Sensor Synthesis for POMDPs with Reachability Objectives. The impossibility of “fairness”: a generalized impossibility result for decis …
Paper Group ANR 444

Paper Group ANR 444

July 28, 2019

Finding Efficient Swimming Strategies in a Three Dimensional Chaotic Flow by Reinforcement Learning. End-to-end Network for Twitter Geolocation Prediction and Hashing. A Fully-Automated Pipeline for Detection and Segmentation of Liver Lesions and Pathological Lymph Nodes. Fuzzy Based Implicit Sentiment Analysis on Quantitative Sentences. A Novel Fr …
Paper Group ANR 445

Paper Group ANR 445

July 28, 2019

A wake-sleep algorithm for recurrent, spiking neural networks. On Quadratic Penalties in Elastic Weight Consolidation. A Generative Approach to Question Answering. Segmentation of Intracranial Arterial Calcification with Deeply Supervised Residual Dropout Networks. LDMNet: Low Dimensional Manifold Regularized Neural Networks. Recent Progress of Fac …
Paper Group ANR 446

Paper Group ANR 446

July 28, 2019

Recognizing Objects In-the-wild: Where Do We Stand?. A Study of Cross-domain Generative Models applied to Cartoon Series. Controlling Linguistic Style Aspects in Neural Language Generation. Detecting early signs of depressive and manic episodes in patients with bipolar disorder using the signature-based model. Binary Voting with Delegable Proxy: An …
Paper Group ANR 447

Paper Group ANR 447

July 28, 2019

Machine learning & artificial intelligence in the quantum domain. Question Answering from Unstructured Text by Retrieval and Comprehension. Scalable Nonlinear AUC Maximization Methods. DepthSynth: Real-Time Realistic Synthetic Data Generation from CAD Models for 2.5D Recognition. Near-Optimal Discrete Optimization for Experimental Design: A Regret …
Paper Group ANR 449

Paper Group ANR 449

July 28, 2019

Laying Down the Yellow Brick Road: Development of a Wizard-of-Oz Interface for Collecting Human-Robot Dialogue. Integrating Specialized Classifiers Based on Continuous Time Markov Chain. Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks. Improving Deep Pancreas Segmentation in CT and MRI Images via Recurrent …
Paper Group ANR 451

Paper Group ANR 451

July 28, 2019

Towards Closing the Energy Gap Between HOG and CNN Features for Embedded Vision. Hand Gesture Real Time Paint Tool - Box. Matrix Completion via Factorizing Polynomials. Priming Neural Networks. Data-Intensive Supercomputing in the Cloud: Global Analytics for Satellite Imagery. LTSG: Latent Topical Skip-Gram for Mutually Learning Topic Model and Vec …
Paper Group ANR 452

Paper Group ANR 452

July 28, 2019

REMIX: Automated Exploration for Interactive Outlier Detection. Provable Self-Representation Based Outlier Detection in a Union of Subspaces. A hybrid spatial data mining approach based on fuzzy topological relations and MOSES evolutionary algorithm. Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to P …
Paper Group ANR 454

Paper Group ANR 454

July 28, 2019

Transferable Semi-supervised Semantic Segmentation. Reward Maximization Under Uncertainty: Leveraging Side-Observations on Networks. Neural Person Search Machines. Segmenting Sky Pixels in Images. r-BTN: Cross-domain Face Composite and Synthesis from Limited Facial Patches. IAN: The Individual Aggregation Network for Person Search. Climbing a shaky …
Paper Group ANR 455

Paper Group ANR 455

July 28, 2019

Markov chain Hebbian learning algorithm with ternary synaptic units. Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts. Towards Automatic Learning of Heuristics for Mechanical Transformations of Procedural Code. Scalable Object Detection for Stylized Objects. Smart Augmentation - Learnin …
Paper Group ANR 456

Paper Group ANR 456

July 28, 2019

A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models. Adaptive SVM+: Learning with Privileged Information for Domain Adaptation. Clustering in Hilbert simplex geometry. Detection of Tooth caries in Bitewing Radiographs using Deep Learning. FoodNet: Recognizing Foods Using Ensemble of Deep Networks. Pattern Recogn …
Paper Group ANR 457

Paper Group ANR 457

July 28, 2019

Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces. Show and Recall: Learning What Makes Videos Memorable. Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection. CNN-based Real-time Dense Face Reconstruction with Inverse-rendered Photo-realistic Face Images. Setting Players’ Beha …