Time Series

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 437

Paper Group ANR 437

July 28, 2019

A Fourier-invariant method for locating point-masses and computing their attributes. Multi-period Time Series Modeling with Sparsity via Bayesian Variational Inference. If it ain’t broke, don’t fix it: Sparse metric repair. A Projected Gradient Descent Method for CRF Inference allowing End-To-End Training of Arbitrary Pairwise Potentials. Automated …
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 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 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 450

Paper Group ANR 450

July 28, 2019

Diversified Top-k Partial MaxSAT Solving. Distributed Vector Representation Of Shopping Items, The Customer And Shopping Cart To Build A Three Fold Recommendation System. SILVar: Single Index Latent Variable Models. Quaternion Based Camera Pose Estimation From Matched Feature Points. FWDA: a Fast Wishart Discriminant Analysis with its Application t …
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 461

Paper Group ANR 461

July 28, 2019

The Compressed Model of Residual CNDS. On the organization of grid and place cells: Neural de-noising via subspace learning. Apprentice: Using Knowledge Distillation Techniques To Improve Low-Precision Network Accuracy. A Survey of Model Compression and Acceleration for Deep Neural Networks. Texture Fuzzy Segmentation using Skew Divergence Adaptive …
Paper Group ANR 462

Paper Group ANR 462

July 28, 2019

Neural Decomposition of Time-Series Data for Effective Generalization. Learning weakly supervised multimodal phoneme embeddings. Position-based Content Attention for Time Series Forecasting with Sequence-to-sequence RNNs. Model compression as constrained optimization, with application to neural nets. Part II: quantization. Super-Trajectory for Vide …
Paper Group ANR 473

Paper Group ANR 473

July 27, 2019

An On-chip Trainable and Clock-less Spiking Neural Network with 1R Memristive Synapses. Reconstructing the Forest of Lineage Trees of Diverse Bacterial Communities Using Bio-inspired Image Analysis. Multi-Channel CNN-based Object Detection for Enhanced Situation Awareness. $k$-Nearest Neighbor Augmented Neural Networks for Text Classification. Cros …
Paper Group ANR 475

Paper Group ANR 475

July 27, 2019

Learning Powers of Poisson Binomial Distributions. Putting a Face to the Voice: Fusing Audio and Visual Signals Across a Video to Determine Speakers. Deep Learning for Video Game Playing. Limiting the Reconstruction Capability of Generative Neural Network using Negative Learning. Deep Episodic Value Iteration for Model-based Meta-Reinforcement Lear …
Paper Group ANR 477

Paper Group ANR 477

July 27, 2019

HoME: a Household Multimodal Environment. Sharp Bounds for Generalized Uniformity Testing. Learning Interpretable Spatial Operations in a Rich 3D Blocks World. Autonomous Braking System via Deep Reinforcement Learning. Mosquito Detection with Neural Networks: The Buzz of Deep Learning. Human Action Recognition System using Good Features and Multila …
Paper Group ANR 478

Paper Group ANR 478

July 27, 2019

Mix-and-Match Tuning for Self-Supervised Semantic Segmentation. A Novel Data-Driven Framework for Risk Characterization and Prediction from Electronic Medical Records: A Case Study of Renal Failure. Denoising of image gradients and total generalized variation denoising. Gaussian Process Latent Force Models for Learning and Stochastic Control of Phy …
Paper Group ANR 481

Paper Group ANR 481

July 27, 2019

Top-down Transformation Choice. MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features. Attention-based Information Fusion using Multi-Encoder-Decoder Recurrent Neural Networks. Dynamics Transfer GAN: Generating Video by Transferring Arbitrary Temporal Dynamics from a Source Video to a Single Target Image. …
Paper Group ANR 486

Paper Group ANR 486

July 27, 2019

A Taught-Obesrve-Ask (TOA) Method for Object Detection with Critical Supervision. DCTM: Discrete-Continuous Transformation Matching for Semantic Flow. Highly Efficient Human Action Recognition with Quantum Genetic Algorithm Optimized Support Vector Machine. Human perception in computer vision. Airway segmentation from 3D chest CT volumes based on v …
Paper Group ANR 490

Paper Group ANR 490

July 27, 2019

Towards Automatic Generation of Entertaining Dialogues in Chinese Crosstalks. Pattern recognition techniques for Boson Sampling validation. Large scale digital prostate pathology image analysis combining feature extraction and deep neural network. Approximate Computational Approaches for Bayesian Sensor Placement in High Dimensions. LIUM-CVC Submis …
Paper Group ANR 491

Paper Group ANR 491

July 27, 2019

Real-Time Adaptive Image Compression. Social Learning and Diffusion of Pervasive Goods: An Empirical Study of an African App Store. Efficient Version-Space Reduction for Visual Tracking. Learning to Represent Haptic Feedback for Partially-Observable Tasks. On Early-stage Debunking Rumors on Twitter: Leveraging the Wisdom of Weak Learners. Person Re …
Paper Group ANR 495

Paper Group ANR 495

July 27, 2019

Defect detection for patterned fabric images based on GHOG and low-rank decomposition. Variational Inference via Transformations on Distributions. OmniArt: Multi-task Deep Learning for Artistic Data Analysis. One Size Fits Many: Column Bundle for Multi-X Learning. Can We Teach Computers to Understand Art? Domain Adaptation for Enhancing Deep Networ …
Paper Group ANR 496

Paper Group ANR 496

July 27, 2019

Emerging from Water: Underwater Image Color Correction Based on Weakly Supervised Color Transfer. Segmentation of nearly isotropic overlapped tracks in photomicrographs using successive erosions as watershed markers. Object Tracking based on Quantum Particle Swarm Optimization. IQ of Neural Networks. Gender-From-Iris or Gender-From-Mascara?. Happin …
Paper Group ANR 499

Paper Group ANR 499

July 27, 2019

Experimental results : Reinforcement Learning of POMDPs using Spectral Methods. Open-World Visual Recognition Using Knowledge Graphs. Building competitive direct acoustics-to-word models for English conversational speech recognition. Learning to Play Othello with Deep Neural Networks. Direct Acoustics-to-Word Models for English Conversational Speec …
Paper Group ANR 505

Paper Group ANR 505

July 27, 2019

Contextual Motifs: Increasing the Utility of Motifs using Contextual Data. Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation. Perturb-and-MPM: Quantifying Segmentation Uncertainty in Dense Multi-Label CRFs. Capturing Long-term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition. …
Paper Group ANR 507

Paper Group ANR 507

July 27, 2019

Differential Evolution for Quantum Robust Control: Algorithm, Applications and Experiments. Variational Inference for Logical Inference. MobiRNN: Efficient Recurrent Neural Network Execution on Mobile GPU. Differentially Private Bayesian Learning on Distributed Data. Lower Bounds on the Bayes Risk of the Bayesian BTL Model with Applications to Comp …
Paper Group ANR 508

Paper Group ANR 508

July 27, 2019

Hierarchical Symbolic Dynamic Filtering of Streaming Non-stationary Time Series Data. Continuous Authentication Using One-class Classifiers and their Fusion. A Novel VHR Image Change Detection Algorithm Based on Image Fusion and Fuzzy C-Means Clustering. Beyond similarity assessment: Selecting the optimal model for sequence alignment via the Factor …
Paper Group ANR 512

Paper Group ANR 512

July 27, 2019

Boosted nonparametric hazards with time-dependent covariates. SEGMENT3D: A Web-based Application for Collaborative Segmentation of 3D images used in the Shoot Apical Meristem. Image Processing in Floriculture Using a robotic Mobile Platform. Consistent Alignment of Word Embedding Models. Classification in biological networks with hypergraphlet kern …
Paper Group ANR 513

Paper Group ANR 513

July 27, 2019

The Static and Stochastic VRPTW with both random Customers and Reveal Times: algorithms and recourse strategies. Photo-realistic Facial Texture Transfer. UmUTracker: A versatile MATLAB program for automated particle tracking of 2D light microscopy or 3D digital holography data. Annealed Generative Adversarial Networks. Dual Based DSP Bidding Strate …
Paper Group ANR 516

Paper Group ANR 516

July 27, 2019

Fast Resampling of 3D Point Clouds via Graphs. Deep Learning for Real-time Gravitational Wave Detection and Parameter Estimation: Results with Advanced LIGO Data. Reprogramming Matter, Life, and Purpose. Interpatient Respiratory Motion Model Transfer for Virtual Reality Simulations of Liver Punctures. Look-ahead Attention for Generation in Neural M …