Information Retrieval

Paper Group ANR 374

Paper Group ANR 374

July 28, 2019

Networked Fairness in Cake Cutting. Adversarial Deep Structured Nets for Mass Segmentation from Mammograms. Adversarial Symmetric Variational Autoencoder. Machine Learning Approaches to Energy Consumption Forecasting in Households. MHTN: Modal-adversarial Hybrid Transfer Network for Cross-modal Retrieval. Simple to Complex Cross-modal Learning to R …
Paper Group ANR 379

Paper Group ANR 379

July 28, 2019

Budget-Constrained Multi-Armed Bandits with Multiple Plays. Unsupervised Learning of Long-Term Motion Dynamics for Videos. Learning an Executable Neural Semantic Parser. Asynchronous Parallel Empirical Variance Guided Algorithms for the Thresholding Bandit Problem. Introduction to Formal Concept Analysis and Its Applications in Information Retrieva …
Paper Group ANR 385

Paper Group ANR 385

July 28, 2019

Linear Regression with Shuffled Labels. “I know it when I see it”. Visualization and Intuitive Interpretability. Sliced Wasserstein Kernel for Persistence Diagrams. Normalized Total Gradient: A New Measure for Multispectral Image Registration. Employing Weak Annotations for Medical Image Analysis Problems. Disentangling group and link persistence i …
Paper Group ANR 387

Paper Group ANR 387

July 28, 2019

A Comparative Quantitative Analysis of Contemporary Big Data Clustering Algorithms for Market Segmentation in Hospitality Industry. Generative Bridging Network in Neural Sequence Prediction. Estimation of Graphlet Statistics. Cross-domain Semantic Parsing via Paraphrasing. Prototype Matching Networks for Large-Scale Multi-label Genomic Sequence Cla …
Paper Group ANR 392

Paper Group ANR 392

July 28, 2019

Multiresolution Match Kernels for Gesture Video Classification. Private Learning on Networks: Part II. Robust Shape Registration using Fuzzy Correspondences. Approximating Partition Functions in Constant Time. A Unified Neural Network Approach for Estimating Travel Time and Distance for a Taxi Trip. Expressive power of recurrent neural networks. Co …
Paper Group ANR 399

Paper Group ANR 399

July 28, 2019

Velocity variations at Columbia Glacier captured by particle filtering of oblique time-lapse images. Asymmetric Deep Supervised Hashing. Disentangled Representations for Manipulation of Sentiment in Text. PReP: Path-Based Relevance from a Probabilistic Perspective in Heterogeneous Information Networks. Single Reference Image based Scene Relighting …
Paper Group ANR 409

Paper Group ANR 409

July 28, 2019

Deep Recurrent Neural Networks for seizure detection and early seizure detection systems. Calligraphic Stylisation Learning with a Physiologically Plausible Model of Movement and Recurrent Neural Networks. Weighted Low-rank Tensor Recovery for Hyperspectral Image Restoration. Deep scattering transform applied to note onset detection and instrument …
Paper Group ANR 418

Paper Group ANR 418

July 28, 2019

A Holistic Approach for Optimizing DSP Block Utilization of a CNN implementation on FPGA. GPU Activity Prediction using Representation Learning. Orthogonal Machine Learning for Demand Estimation: High Dimensional Causal Inference in Dynamic Panels. A Novel Approach to Forecasting Financial Volatility with Gaussian Process Envelopes. Limitations of …
Paper Group ANR 467

Paper Group ANR 467

July 27, 2019

Listening while Speaking: Speech Chain by Deep Learning. Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption. Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads. Deep Tensor Encoding. Explainable Entity-based Recommendations with Knowledge Graphs. Zero-Shot …
Paper Group ANR 472

Paper Group ANR 472

July 27, 2019

Variational Inference for Gaussian Process Models with Linear Complexity. Boltzmann Exploration Done Right. Fully Convolutional Neural Networks for Dynamic Object Detection in Grid Maps (Masters Thesis). Hypothesis Testing for High-Dimensional Multinomials: A Selective Review. Towards Building Large Scale Multimodal Domain-Aware Conversation System …
Paper Group ANR 506

Paper Group ANR 506

July 27, 2019

Distributed-Representation Based Hybrid Recommender System with Short Item Descriptions. Rank-to-engage: New Listwise Approaches to Maximize Engagement. Improving Language Modelling with Noise-contrastive estimation. MMGAN: Manifold Matching Generative Adversarial Network. DeepNorm-A Deep Learning Approach to Text Normalization. Multimodal MRI brai …
Paper Group ANR 515

Paper Group ANR 515

July 27, 2019

Dynamic Regret of Strongly Adaptive Methods. ScatterNet Hybrid Deep Learning (SHDL) Network For Object Classification. Online Boosting Algorithms for Multi-label Ranking. Emergence of Selective Invariance in Hierarchical Feed Forward Networks. A Change-Detection based Framework for Piecewise-stationary Multi-Armed Bandit Problem. Deciding How to De …
Paper Group ANR 522

Paper Group ANR 522

July 27, 2019

Distributed Voting/Ranking with Optimal Number of States per Node. Next-Step Conditioned Deep Convolutional Neural Networks Improve Protein Secondary Structure Prediction. Boundary Crossing Probabilities for General Exponential Families. Manifold Alignment Determination: finding correspondences across different data views. Learning Deep ResNet Bloc …
Paper Group ANR 524

Paper Group ANR 524

July 27, 2019

Simultaneous Feature Aggregating and Hashing for Large-scale Image Search. Nonlinear Kalman Filtering with Divergence Minimization. Revisiting Perceptron: Efficient and Label-Optimal Learning of Halfspaces. LD-SDS: Towards an Expressive Spoken Dialogue System based on Linked-Data. Phrase Pair Mappings for Hindi-English Statistical Machine Translati …
Paper Group ANR 525

Paper Group ANR 525

July 27, 2019

Bundle Optimization for Multi-aspect Embedding. Convolutional Neural Pyramid for Image Processing. Calculating Probabilities Simplifies Word Learning. Optimal and Learning Control for Autonomous Robots. Distributed Kernel K-Means for Large Scale Clustering. Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evo …
Paper Group ANR 528

Paper Group ANR 528

July 27, 2019

Discriminative Optimization: Theory and Applications to Computer Vision Problems. Interaction Information for Causal Inference: The Case of Directed Triangle. Phonological (un)certainty weights lexical activation. Anomaly Detection by Robust Statistics. Local Activity-tuned Image Filtering for Noise Removal and Image Smoothing. Using Transfer Learn …
Paper Group ANR 544

Paper Group ANR 544

July 27, 2019

Addressing Expensive Multi-objective Games with Postponed Preference Articulation via Memetic Co-evolution. Robustness, Evolvability and Phenotypic Complexity: Insights from Evolving Digital Circuits. Emotion Recognition by Body Movement Representation on the Manifold of Symmetric Positive Definite Matrices. Assessing User Expertise in Spoken Dialo …
Paper Group ANR 547

Paper Group ANR 547

July 27, 2019

Learning Rates for Kernel-Based Expectile Regression. Freeway Merging in Congested Traffic based on Multipolicy Decision Making with Passive Actor Critic. Multi-Speaker Localization Using Convolutional Neural Network Trained with Noise. Efficient Algorithms for Searching the Minimum Information Partition in Integrated Information Theory. Saliency G …
Paper Group ANR 556

Paper Group ANR 556

July 27, 2019

When Traffic Flow Prediction Meets Wireless Big Data Analytics. Scaling Limit: Exact and Tractable Analysis of Online Learning Algorithms with Applications to Regularized Regression and PCA. Embodied Artificial Intelligence through Distributed Adaptive Control: An Integrated Framework. Motif-based Rule Discovery for Predicting Real-valued Time Seri …
Paper Group ANR 582

Paper Group ANR 582

July 27, 2019

Online Learning Without Prior Information. Agnostic Learning by Refuting. Multiscale Residual Mixture of PCA: Dynamic Dictionaries for Optimal Basis Learning. Efficient Online Inference for Infinite Evolutionary Cluster models with Applications to Latent Social Event Discovery. Peduncle Detection of Sweet Pepper for Autonomous Crop Harvesting - Com …
Paper Group ANR 599

Paper Group ANR 599

July 27, 2019

Analyzing Learned Convnet Features with Dirichlet Process Gaussian Mixture Models. BKTreebank: Building a Vietnamese Dependency Treebank. Semantic Instance Labeling Leveraging Hierarchical Segmentation. Symbol detection in online handwritten graphics using Faster R-CNN. Automatic Music Highlight Extraction using Convolutional Recurrent Attention Ne …
Paper Group ANR 635

Paper Group ANR 635

July 27, 2019

Feature Map Pooling for Cross-View Gait Recognition Based on Silhouette Sequence Images. Online Learning to Rank in Stochastic Click Models. Visual speech recognition: aligning terminologies for better understanding. Visual Speech Recognition Using PCA Networks and LSTMs in a Tandem GMM-HMM System. Deep learning for semantic segmentation of remote …
Paper Group ANR 654

Paper Group ANR 654

July 27, 2019

Sparse High-Dimensional Regression: Exact Scalable Algorithms and Phase Transitions. Incident Light Frequency-based Image Defogging Algorithm. DE-PACRR: Exploring Layers Inside the PACRR Model. Learning of Coordination Policies for Robotic Swarms. Principal Boundary on Riemannian Manifolds. Third-Person Imitation Learning. Semantically Consistent R …
Paper Group ANR 669

Paper Group ANR 669

July 27, 2019

Dynamic Model Selection for Prediction Under a Budget. Video Question Answering via Attribute-Augmented Attention Network Learning. Training Shallow and Thin Networks for Acceleration via Knowledge Distillation with Conditional Adversarial Networks. Can clustering scale sublinearly with its clusters? A variational EM acceleration of GMMs and $k$-me …
Paper Group ANR 679

Paper Group ANR 679

July 27, 2019

Making 360$^{\circ}$ Video Watchable in 2D: Learning Videography for Click Free Viewing. On the Interplay between Strong Regularity and Graph Densification. A Nonlinear Orthogonal Non-Negative Matrix Factorization Approach to Subspace Clustering. Compressed Sensing MRI Reconstruction using a Generative Adversarial Network with a Cyclic Loss. Unders …
Paper Group ANR 681

Paper Group ANR 681

July 27, 2019

APPD: Adaptive and Precise Pupil Boundary Detection using Entropy of Contour Gradients. A Machine Learning Framework for Resource Allocation Assisted by Cloud Computing. Super-resolution Using Constrained Deep Texture Synthesis. Cloud-based Deep Learning of Big EEG Data for Epileptic Seizure Prediction. Tosca: Operationalizing Commitments Over Info …
Paper Group ANR 683

Paper Group ANR 683

July 27, 2019

Active Learning amidst Logical Knowledge. Best Viewpoint Tracking for Camera Mounted on Robotic Arm with Dynamic Obstacles. Date-Field Retrieval in Scene Image and Video Frames using Text Enhancement and Shape Coding. Recognizing and Curating Photo Albums via Event-Specific Image Importance. Fast and easy blind deblurring using an inverse filter an …
Paper Group ANR 696

Paper Group ANR 696

July 27, 2019

Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid. Compression-Based Regularization with an Application to Multi-Task Learning. Deep Learning the Ising Model Near Criticality. Nonsmooth Analysis and Subgradient Methods for Averaging in Dynamic Time Warping Spaces. Fishing for Clickbaits in Social Images and Text …