Word Embeddings

Paper Group ANR 206

Paper Group ANR 206

July 28, 2019

Relevance Subject Machine: A Novel Person Re-identification Framework. Robust Maximum Likelihood Estimation of Sparse Vector Error Correction Model. Efficient mixture model for clustering of sparse high dimensional binary data. Robust Guided Image Filtering. Active Image-based Modeling with a Toy Drone. Nesterov’s Acceleration For Approximate Newto …
Paper Group ANR 207

Paper Group ANR 207

July 28, 2019

On denoising autoencoders trained to minimise binary cross-entropy. Relaxing Exclusive Control in Boolean Games. Learning to Compute Word Embeddings On the Fly. Is China Entering WTO or shijie maoyi zuzhi–a Corpus Study of English Acronyms in Chinese Newspapers. Feasibility of Corneal Imaging for Handheld Augmented Reality. Distribution of Gaussia …
Paper Group ANR 209

Paper Group ANR 209

July 28, 2019

Learning to Remember Translation History with a Continuous Cache. Bandit Models of Human Behavior: Reward Processing in Mental Disorders. Contrast Enhancement Estimation for Digital Image Forensics. Semi-Automatic Terminology Ontology Learning Based on Topic Modeling. MNL-Bandit: A Dynamic Learning Approach to Assortment Selection. The YouTube-8M K …
Paper Group ANR 228

Paper Group ANR 228

July 28, 2019

Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. Counterfactual Language Model Adaptation for Suggesting Phrases. Synthetic Database for Evaluation of General, Fundamental Biometric Principles. License Plate Detection and Recognition Using Deeply Learned Convolutional Neural Networks. An Optimal Online Method o …
Paper Group ANR 237

Paper Group ANR 237

July 28, 2019

On the Universality of Memcomputing Machines. Weight-based Fish School Search algorithm for Many-Objective Optimization. An Unsupervised Game-Theoretic Approach to Saliency Detection. Logic Programming approaches for routing fault-free and maximally-parallel Wavelength Routed Optical Networks on Chip (Application paper). A Deep Learning Model for T …
Paper Group ANR 238

Paper Group ANR 238

July 28, 2019

Nationality Classification Using Name Embeddings. On the Sample Complexity of Graphical Model Selection for Non-Stationary Processes. Abstract Argumentation / Persuasion / Dynamics. Multi-stream 3D FCN with Multi-scale Deep Supervision for Multi-modality Isointense Infant Brain MR Image Segmentation. Convergence Results for Neural Networks via Elec …
Paper Group ANR 253

Paper Group ANR 253

July 28, 2019

Token-based Function Computation with Memory. Deep Ranking Model by Large Adaptive Margin Learning for Person Re-identification. Finite-sample risk bounds for maximum likelihood estimation with arbitrary penalties. Hybrid Conditional Planning using Answer Set Programming. Scientific document summarization via citation contextualization and scientif …
Paper Group ANR 257

Paper Group ANR 257

July 28, 2019

Towards Large-Pose Face Frontalization in the Wild. Modeling Semantic Expectation: Using Script Knowledge for Referent Prediction. Higher-Order Minimum Cost Lifted Multicuts for Motion Segmentation. Predicting Rich Drug-Drug Interactions via Biomedical Knowledge Graphs and Text Jointly Embedding. Persistent-homology-based gait recognition. Using RD …
Paper Group ANR 270

Paper Group ANR 270

July 28, 2019

A Survey of Calibration Methods for Optical See-Through Head-Mounted Displays. Linking Tweets with Monolingual and Cross-Lingual News using Transformed Word Embeddings. Automatic Estimation of Fetal Abdominal Circumference from Ultrasound Images. Adaptive Regularization of Some Inverse Problems in Image Analysis. Subset Selection for Multiple Linea …
Paper Group ANR 271

Paper Group ANR 271

July 28, 2019

Graph Distillation for Action Detection with Privileged Modalities. Auto-context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging. AWE-CM Vectors: Augmenting Word Embeddings with a Clinical Metathesaurus. Action Classification and Highlighting in Videos. Lexical-semantic resources: yet powerful resources fo …
Paper Group ANR 280

Paper Group ANR 280

July 28, 2019

Effective Image Differencing with ConvNets for Real-time Transient Hunting. Inducing Distant Supervision in Suggestion Mining through Part-of-Speech Embeddings. A Dual Sparse Decomposition Method for Image Denoising. HPatches: A benchmark and evaluation of handcrafted and learned local descriptors. Avoiding Your Teacher’s Mistakes: Training Neural …
Paper Group ANR 282

Paper Group ANR 282

July 28, 2019

Learning Domain-Specific Word Embeddings from Sparse Cybersecurity Texts. MetaPAD: Meta Pattern Discovery from Massive Text Corpora. Complexity of Scheduling Charging in the Smart Grid. Threshold Constraints with Guarantees for Parity Objectives in Markov Decision Processes. Common Representation Learning Using Step-based Correlation Multi-Modal CN …
Paper Group ANR 294

Paper Group ANR 294

July 28, 2019

Slim Embedding Layers for Recurrent Neural Language Models. SAGA: A Submodular Greedy Algorithm For Group Recommendation. T-SKIRT: Online Estimation of Student Proficiency in an Adaptive Learning System. Learning Non-overlapping Convolutional Neural Networks with Multiple Kernels. Spectral-graph Based Classifications: Linear Regression for Classifi …
Paper Group ANR 295

Paper Group ANR 295

July 28, 2019

A Critique of a Critique of Word Similarity Datasets: Sanity Check or Unnecessary Confusion?. On parameters transformations for emulating sparse priors using variational-Laplace inference. On the Relevance of Auditory-Based Gabor Features for Deep Learning in Automatic Speech Recognition. Real-Time Optical flow-based Video Stabilization for Unmanne …
Paper Group ANR 301

Paper Group ANR 301

July 28, 2019

A Note on Community Trees in Networks. Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems. View-invariant Gait Recognition through Genetic Template Segmentation. Practical Coreset Constructions for Machine Learning. Efficient-UCBV: An Almost Optimal Algorithm using Variance Estimates. Non-parametric Est …
Paper Group ANR 317

Paper Group ANR 317

July 28, 2019

Domain Adaptation Using Adversarial Learning for Autonomous Navigation. Non-exchangeable random partition models for microclustering. Capacity, Fidelity, and Noise Tolerance of Associative Spatial-Temporal Memories Based on Memristive Neuromorphic Network. The Dependence of Machine Learning on Electronic Medical Record Quality. Real Multi-Sense or …
Paper Group ANR 327

Paper Group ANR 327

July 28, 2019

Orthogonalized ALS: A Theoretically Principled Tensor Decomposition Algorithm for Practical Use. Rate-Distortion Classification for Self-Tuning IoT Networks. PSIque: Next Sequence Prediction of Satellite Images using a Convolutional Sequence-to-Sequence Network. Exploring Outliers in Crowdsourced Ranking for QoE. K3, L3, LP, RM3, A3, FDE: How to Ma …
Paper Group ANR 330

Paper Group ANR 330

July 28, 2019

Discover and Learn New Objects from Documentaries. Data-Dependent Stability of Stochastic Gradient Descent. Minimax Rates and Efficient Algorithms for Noisy Sorting. On the Consistency of $k$-means++ algorithm. Role of Deep LSTM Neural Networks And WiFi Networks in Support of Occupancy Prediction in Smart Buildings. Enabling Multi-Source Neural Mac …
Paper Group ANR 333

Paper Group ANR 333

July 28, 2019

Decoupling Learning Rules from Representations. One-shot and few-shot learning of word embeddings. Adversarial nets with perceptual losses for text-to-image synthesis. Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks. Learning to Generate Posters of Scientific Papers by Probabilistic Graphical Models. Anomal …
Paper Group ANR 361

Paper Group ANR 361

July 28, 2019

High-Resolution Shape Completion Using Deep Neural Networks for Global Structure and Local Geometry Inference. Detecting Off-topic Responses to Visual Prompts. Clustering is semidefinitely not that hard: Nonnegative SDP for manifold disentangling. How deep learning works –The geometry of deep learning. Supervised Typing of Big Graphs using Semanti …
Paper Group ANR 372

Paper Group ANR 372

July 28, 2019

Optimisation of photometric stereo methods by non-convex variational minimisation. How hard is it to cross the room? – Training (Recurrent) Neural Networks to steer a UAV. Entropy, neutro-entropy and anti-entropy for neutrosophic information. Cross-lingual Distillation for Text Classification. Inception Score, Label Smoothing, Gradient Vanishing a …
Paper Group ANR 386

Paper Group ANR 386

July 28, 2019

Deep Belief Networks used on High Resolution Multichannel Electroencephalography Data for Seizure Detection. Measurement of amplitude of the moiré patterns in digital autostereoscopic 3D display. Who is Smarter? Intelligence Measure of Learning-based Cognitive Radios. Dynamic Deep Neural Networks: Optimizing Accuracy-Efficiency Trade-offs by Select …
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 396

Paper Group ANR 396

July 28, 2019

Large Scale Empirical Risk Minimization via Truncated Adaptive Newton Method. Intel RealSense Stereoscopic Depth Cameras. Adaptive Plant Propagation Algorithm for Solving Economic Load Dispatch Problem. GP-SUM. Gaussian Processes Filtering of non-Gaussian Beliefs. Faster Clustering via Non-Backtracking Random Walks. Corpus specificity in LSA and Wo …
Paper Group ANR 400

Paper Group ANR 400

July 28, 2019

Mechanisms of dimensionality reduction and decorrelation in deep neural networks. Motion Deblurring in the Wild. Estimation of a Low-rank Topic-Based Model for Information Cascades. Development and analysis of a Bayesian water balance model for large lake systems. How Should a Robot Assess Risk? Towards an Axiomatic Theory of Risk in Robotics. Atte …
Paper Group ANR 401

Paper Group ANR 401

July 28, 2019

Multimodal Machine Learning: A Survey and Taxonomy. Chaining Identity Mapping Modules for Image Denoising. Experiential, Distributional and Dependency-based Word Embeddings have Complementary Roles in Decoding Brain Activity. Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation. Object Classification using E …
Paper Group ANR 404

Paper Group ANR 404

July 28, 2019

A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications. Friendships, Rivalries, and Trysts: Characterizing Relations between Ideas in Texts. Bridging between Computer and Robot Vision through Data Augmentation: a Case Study on Object Recognition. A Classifying Variational Autoencoder with Application to Polypho …