Quantization

Paper Group ANR 105

Paper Group ANR 105

May 7, 2019

Audio Recording Device Identification Based on Deep Learning. Generic Feature Learning for Wireless Capsule Endoscopy Analysis. Gaussian Process Regression for Out-of-Sample Extension. Unsupervised Dialogue Act Induction using Gaussian Mixtures. The Role of Context Types and Dimensionality in Learning Word Embeddings. Automatic Segmentation of Dyna …
Paper Group ANR 117

Paper Group ANR 117

May 7, 2019

Stacked Autoencoders for Medical Image Search. Unsupervised Non Linear Dimensionality Reduction Machine Learning methods applied to Multiparametric MRI in cerebral ischemia: Preliminary Results. Visual Relationship Detection with Language Priors. Optimizing Top Precision Performance Measure of Content-Based Image Retrieval by Learning Similarity Fu …
Paper Group ANR 25

Paper Group ANR 25

May 7, 2019

XCSP3: An Integrated Format for Benchmarking Combinatorial Constrained Problems. Semi-supervised and Unsupervised Methods for Categorizing Posts in Web Discussion Forums. Bootstrapping Face Detection with Hard Negative Examples. End-to-End Data Visualization by Metric Learning and Coordinate Transformation. Tree Space Prototypes: Another Look at Ma …
Paper Group ANR 3

Paper Group ANR 3

May 7, 2019

Fast and Efficient Asynchronous Neural Computation with Adapting Spiking Neural Networks. Stream Reasoning-Based Control of Caching Strategies in CCN Routers. First Efficient Convergence for Streaming k-PCA: a Global, Gap-Free, and Near-Optimal Rate. Federated Learning: Strategies for Improving Communication Efficiency. Online Multi-Target Tracking …
Paper Group ANR 34

Paper Group ANR 34

May 7, 2019

Temperature-Based Deep Boltzmann Machines. “Flow Size Difference” Can Make a Difference: Detecting Malicious TCP Network Flows Based on Benford’s Law. MIST: Missing Person Intelligence Synthesis Toolkit. Adaptive Convolutional ELM For Concept Drift Handling in Online Stream Data. On the Robustness of Decision Tree Learning under Label Noise. Effect …
Paper Group ANR 37

Paper Group ANR 37

May 7, 2019

Admissible Hierarchical Clustering Methods and Algorithms for Asymmetric Networks. Multiview Differential Geometry of Curves. Contour-based 3d tongue motion visualization using ultrasound image sequences. Tracking Completion. Short-term traffic flow forecasting with spatial-temporal correlation in a hybrid deep learning framework. Random Feature Ma …
Paper Group ANR 52

Paper Group ANR 52

May 7, 2019

CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases. Further properties of the forward-backward envelope with applications to difference-of-convex programming. Efficient KLMS and KRLS Algorithms: A Random Fourier Feature Perspective. Benign-Malignant Lung Nodule Classification with Geometric and Appearance Histogram …
Paper Group ANR 60

Paper Group ANR 60

May 7, 2019

A Hybrid Citation Retrieval Algorithm for Evidence-based Clinical Knowledge Summarization: Combining Concept Extraction, Vector Similarity and Query Expansion for High Precision. On Improving Informativity and Grammaticality for Multi-Sentence Compression. Labeled Multi-Bernoulli Tracking for Industrial Mobile Platform Safety. Joint Visual Denoisin …
Paper Group ANR 7

Paper Group ANR 7

May 7, 2019

Order-aware Convolutional Pooling for Video Based Action Recognition. Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images. Katyusha: The First Direct Acceleration of Stochastic Gradient Methods. A Generic Framework for Assessing the Performance Bounds of Image Feature Detectors. Deep Reinforcement Learning Discovers Internal Model …
Paper Group ANR 72

Paper Group ANR 72

May 7, 2019

A Boosting Method to Face Image Super-resolution. An Empirical Study of Continuous Connectivity Degree Sequence Equivalents. Deep Quantization: Encoding Convolutional Activations with Deep Generative Model. Gaze Embeddings for Zero-Shot Image Classification. Generalized BackPropagation, Étude De Cas: Orthogonality. Distributed Information-Theoretic …
Paper Group AWR 10

Paper Group AWR 10

May 7, 2019

Automatically tracking neurons in a moving and deforming brain. RSSL: Semi-supervised Learning in R. Towards Real-Time, Country-Level Location Classification of Worldwide Tweets. Multiple target tracking based on sets of trajectories. ProjE: Embedding Projection for Knowledge Graph Completion. Theano-MPI: a Theano-based Distributed Training Framewo …
Paper Group AWR 22

Paper Group AWR 22

May 7, 2019

A U-statistic Approach to Hypothesis Testing for Structure Discovery in Undirected Graphical Models. Word Embeddings for the Construction Domain. Generative and Discriminative Voxel Modeling with Convolutional Neural Networks. MultiCol-SLAM - A Modular Real-Time Multi-Camera SLAM System. Value Iteration Networks. Training Deep Nets with Sublinear M …
Paper Group AWR 23

Paper Group AWR 23

May 7, 2019

The ZipML Framework for Training Models with End-to-End Low Precision: The Cans, the Cannots, and a Little Bit of Deep Learning. Tracing liquid level and material boundaries in transparent vessels using the graph cut computer vision approach. An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation. A Dictionary …
Paper Group AWR 29

Paper Group AWR 29

May 7, 2019

Online Learning of Event Definitions. Neural Summarization by Extracting Sentences and Words. Image Captioning with Deep Bidirectional LSTMs. Trained Ternary Quantization. View Synthesis by Appearance Flow. Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization. Action Recognition with Dynamic Image Networks. Regularizing …
Paper Group AWR 49

Paper Group AWR 49

May 7, 2019

Discriminating sample groups with multi-way data. A Generic Inverted Index Framework for Similarity Search on the GPU - Technical Report. Fast Supervised Discrete Hashing and its Analysis. NFL Play Prediction. Multi-task Prediction of Disease Onsets from Longitudinal Lab Tests. Wasserstein Discriminant Analysis. A Study of MatchPyramid Models on Ad …
Paper Group AWR 53

Paper Group AWR 53

May 7, 2019

Hierarchical Multiscale Recurrent Neural Networks. Generative Choreography using Deep Learning. High-Dimensional Metrics in R. Effective Quantization Methods for Recurrent Neural Networks. CrowdNet: A Deep Convolutional Network for Dense Crowd Counting. PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI. Grad-CAM: Why …
Paper Group AWR 86

Paper Group AWR 86

May 7, 2019

Towards Wide Learning: Experiments in Healthcare. Optimal structure and parameter learning of Ising models. Polysemous codes. Temporal Ensembling for Semi-Supervised Learning. A Primer on the Signature Method in Machine Learning. Temporal Segment Networks: Towards Good Practices for Deep Action Recognition. Generating Abstractive Summaries from Mee …
Paper Group AWR 98

Paper Group AWR 98

May 7, 2019

Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora. Harnessing the Power of the Crowd to Increase Capacity for Data Science in the Social Sector. Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation. Every Filter Extracts A Specific Texture In Convolutional Neural Networks. Technical Report: Towards a Unive …
Paper Group ANR 173

Paper Group ANR 173

May 6, 2019

Deep Residual Hashing. Image Denoising via Multi-scale Nonlinear Diffusion Models. Graying the black box: Understanding DQNs. Tracking Switched Dynamic Network Topologies from Information Cascades. Improving Tweet Representations using Temporal and User Context. Event Search and Analytics: Detecting Events in Semantically Annotated Corpora for Sear …
Paper Group ANR 186

Paper Group ANR 186

May 6, 2019

Query Answering with Inconsistent Existential Rules under Stable Model Semantics. Learning to Incentivize: Eliciting Effort via Output Agreement. A semi-automatic computer-aided method for surgical template design. Distributed Estimation and Learning over Heterogeneous Networks. DASC: Robust Dense Descriptor for Multi-modal and Multi-spectral Corre …
Paper Group ANR 207

Paper Group ANR 207

May 6, 2019

Bayesian selection for the l2-Potts model regularization parameter: 1D piecewise constant signal denoising. Hierarchical learning for DNN-based acoustic scene classification. Demographic Dialectal Variation in Social Media: A Case Study of African-American English. Robustness of classifiers: from adversarial to random noise. DROW: Real-Time Deep Le …
Paper Group ANR 212

Paper Group ANR 212

May 6, 2019

Template Matching Advances and Applications in Image Analysis. Matching of Images with Rotation Transformation Based on the Virtual Electromagnetic Interaction. Asymptotic Convergence in Online Learning with Unbounded Delays. Alzheimer’s Disease Diagnostics by Adaptation of 3D Convolutional Network. A new TAG Formalism for Tamil and Parser Analytic …
Paper Group ANR 229

Paper Group ANR 229

May 6, 2019

Unified View of Matrix Completion under General Structural Constraints. Automatic Face Reenactment. Deep Supervised Hashing with Triplet Labels. Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning. Large-Scale Detection of Non-Technical Losses in Imbalanced Data Sets. Detecting Dominant Vanishing P …
Paper Group ANR 260

Paper Group ANR 260

May 6, 2019

Rotation Invariant Angular Descriptor Via A Bandlimited Gaussian-like Kernel. Understanding and Mapping Natural Beauty. Application of multiview techniques to NHANES dataset. Semi-Supervised Classification Based on Classification from Positive and Unlabeled Data. Automated Prediction of Temporal Relations. Super-Resolution Reconstruction of Electri …
Paper Group ANR 272

Paper Group ANR 272

May 6, 2019

A Context-aware Attention Network for Interactive Question Answering. Reparameterization trick for discrete variables. Limitations and Alternatives for the Evaluation of Large-scale Link Prediction. Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition. On the consistency of inversion-free parameter est …
Paper Group ANR 290

Paper Group ANR 290

May 6, 2019

Occurrence Statistics of Entities, Relations and Types on the Web. Active Learning for Online Recognition of Human Activities from Streaming Videos. Robust Gait Recognition by Integrating Inertial and RGBD Sensors. We Can “See” You via Wi-Fi - WiFi Action Recognition via Vision-based Methods. Semi-supervised learning of deep metrics for stereo reco …
Paper Group ANR 309

Paper Group ANR 309

May 6, 2019

Sparse vs. Non-sparse: Which One Is Better for Practical Visual Tracking?. Decoding visual stimuli in human brain by using Anatomical Pattern Analysis on fMRI images. A Noise-Filtering Approach for Cancer Drug Sensitivity Prediction. A Semi-supervised Framework for Image Captioning. Identifiability and Transportability in Dynamic Causal Networks. O …
Paper Group ANR 311

Paper Group ANR 311

May 6, 2019

TensiStrength: Stress and relaxation magnitude detection for social media texts. The Digital Synaptic Neural Substrate: Size and Quality Matters. Faster Asynchronous SGD. Elastic Net Hypergraph Learning for Image Clustering and Semi-supervised Classification. Deep Blind Compressed Sensing. Reliable Evaluation of Neural Network for Multiclass Classi …