Image Classification

Paper Group ANR 444

Paper Group ANR 444

May 5, 2019

A Review of Multivariate Distributions for Count Data Derived from the Poisson Distribution. DeepStance at SemEval-2016 Task 6: Detecting Stance in Tweets Using Character and Word-Level CNNs. Less is More: Learning Prominent and Diverse Topics for Data Summarization. The constrained Dantzig selector with enhanced consistency. Modeling Human Reading …
Paper Group ANR 446

Paper Group ANR 446

May 5, 2019

Neural Name Translation Improves Neural Machine Translation. Recurrent Neural Network Encoder with Attention for Community Question Answering. Probabilistic structure discovery in time series data. Deep Neural Networks to Enable Real-time Multimessenger Astrophysics. Self-Transfer Learning for Fully Weakly Supervised Object Localization. Geometry-a …
Paper Group ANR 458

Paper Group ANR 458

May 5, 2019

Global Minimum for a Finsler Elastica Minimal Path Approach. Möbius Invariants of Shapes and Images. MUST-CNN: A Multilayer Shift-and-Stitch Deep Convolutional Architecture for Sequence-based Protein Structure Prediction. Variational Inference for Sparse and Undirected Models. Towards Turkish ASR: Anatomy of a rule-based Turkish g2p. On Approximate …
Paper Group ANR 460

Paper Group ANR 460

May 5, 2019

SoftTarget Regularization: An Effective Technique to Reduce Over-Fitting in Neural Networks. OBDA Constraints for Effective Query Answering (Extended Version). High Performance Software in Multidimensional Reduction Methods for Image Processing with Application to Ancient Manuscripts. Non-Convex Projected Gradient Descent for Generalized Low-Rank T …
Paper Group ANR 466

Paper Group ANR 466

May 5, 2019

Segmentation of scanning electron microscopy images from natural rubber samples with gold nanoparticles using starlet wavelets. Predicting the Effectiveness of Self-Training: Application to Sentiment Classification. Multi-domain machine translation enhancements by parallel data extraction from comparable corpora. Multi-object Classification via Cro …
Paper Group ANR 470

Paper Group ANR 470

May 5, 2019

Deep Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks. Practical Secure Aggregation for Federated Learning on User-Held Data. Full-Time Supervision based Bidirectional RNN for Factoid Question Answering. Online Feature Selection with Group Structure Analysis. Scalable Pooled Time Series of Big Video Data from the Deep Web. Deep …
Paper Group ANR 471

Paper Group ANR 471

May 5, 2019

Local Sparse Approximation for Image Restoration with Adaptive Block Size Selection. Data Collection for Interactive Learning through the Dialog. Quantifying Radiographic Knee Osteoarthritis Severity using Deep Convolutional Neural Networks. Textual Paralanguage and its Implications for Marketing Communications. Changepoint Detection in the Presenc …
Paper Group ANR 478

Paper Group ANR 478

May 5, 2019

Fast Eigenspace Approximation using Random Signals. Matching while Learning. Optimization on Submanifolds of Convolution Kernels in CNNs. Image Resolution Enhancement by Using Interpolation Followed by Iterative Back Projection. SelQA: A New Benchmark for Selection-based Question Answering. Aligning Coordinated Text Streams through Burst Informatio …
Paper Group ANR 485

Paper Group ANR 485

May 5, 2019

High dimensional thresholded regression and shrinkage effect. Grid-like structure is optimal for path integration. Adaptive Training of Random Mapping for Data Quantization. Feature Learning from Spectrograms for Assessment of Personality Traits. A Novel Approach for Data-Driven Automatic Site Recommendation and Selection. Non-Central Catadioptric …
Paper Group ANR 486

Paper Group ANR 486

May 5, 2019

Optimal Inference in Crowdsourced Classification via Belief Propagation. Analysis of opinionated text for opinion mining. Linear Thompson Sampling Revisited. Using Deep Q-Learning to Control Optimization Hyperparameters. Community Recovery in Graphs with Locality. Bridging Medical Data Inference to Achilles Tendon Rupture Rehabilitation. An Experim …
Paper Group ANR 487

Paper Group ANR 487

May 5, 2019

Design of Image Matched Non-Separable Wavelet using Convolutional Neural Network. Learning Fully Convolutional Networks for Iterative Non-blind Deconvolution. Black-box optimization with a politician. Enabling Bio-Plausible Multi-level STDP using CMOS Neurons with Dendrites and Bistable RRAMs. Unified Statistical Theory of Spectral Graph Analysis. …
Paper Group ANR 491

Paper Group ANR 491

May 5, 2019

Complexity of Manipulation with Partial Information in Voting. Hippocampus Temporal Lobe Epilepsy Detection using a Combination of Shape-based Features and Spherical Harmonics Representation. Curie: A method for protecting SVM Classifier from Poisoning Attack. Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology A …
Paper Group ANR 492

Paper Group ANR 492

May 5, 2019

Localizing by Describing: Attribute-Guided Attention Localization for Fine-Grained Recognition. Target-Side Context for Discriminative Models in Statistical Machine Translation. Solve-Select-Scale: A Three Step Process For Sparse Signal Estimation. Learning to Learn Neural Networks. Predicting Drug Interactions and Mutagenicity with Ensemble Classi …
Paper Group ANR 502

Paper Group ANR 502

May 5, 2019

Scale-Free Online Learning. Unanimous Prediction for 100% Precision with Application to Learning Semantic Mappings. A Novel Method for the Extrinsic Calibration of a 2D Laser Rangefinder and a Camera. Classification with Repulsion Tensors: A Case Study on Face Recognition. Shape Distributions of Nonlinear Dynamical Systems for Video-based Inference …
Paper Group ANR 503

Paper Group ANR 503

May 5, 2019

On Support Relations and Semantic Scene Graphs. The MGB-2 Challenge: Arabic Multi-Dialect Broadcast Media Recognition. Matrix Variate RBM and Its Applications. Knowledge Distillation for Small-footprint Highway Networks. Bending the Curve: Improving the ROC Curve Through Error Redistribution. Copeland Dueling Bandit Problem: Regret Lower Bound, Opt …
Paper Group ANR 507

Paper Group ANR 507

May 5, 2019

Transfer Learning for Endoscopic Image Classification. Parameter Compression of Recurrent Neural Networks and Degradation of Short-term Memory. Using Self-Contradiction to Learn Confidence Measures in Stereo Vision. TabMCQ: A Dataset of General Knowledge Tables and Multiple-choice Questions. Multi-source Hierarchical Prediction Consolidation. Impro …
Paper Group ANR 509

Paper Group ANR 509

May 5, 2019

The ImageNet Shuffle: Reorganized Pre-training for Video Event Detection. Super-resolution Reconstruction of SAR Image based on Non-Local Means Denoising Combined with BP Neural Network. Construction of extended 3D field of views of the internal bladder wall surface: a proof of concept. Constraint matrix factorization for space variant PSFs field r …
Paper Group ANR 516

Paper Group ANR 516

May 5, 2019

Accelerated Variance Reduced Block Coordinate Descent. Identifying Designs from Incomplete, Fragmented Cultural Heritage Objects by Curve-Pattern Matching. A globally-applicable disease ontology for biosurveillance; Anthology of Biosurveillance Diseases (ABD). From A to Z: Supervised Transfer of Style and Content Using Deep Neural Network Generator …
Paper Group ANR 518

Paper Group ANR 518

May 5, 2019

Constrained Cohort Intelligence using Static and Dynamic Penalty Function Approach for Mechanical Components Design. A probabilistic model for the numerical solution of initial value problems. Multichannel Variable-Size Convolution for Sentence Classification. Graphical RNN Models. Hyperspectral Unmixing with Endmember Variability using Partial Mem …
Paper Group ANR 539

Paper Group ANR 539

May 5, 2019

Deep Recurrent Convolutional Networks for Video-based Person Re-identification: An End-to-End Approach. Knowledge Extraction and Knowledge Integration governed by Łukasiewicz Logics. A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multi-Resolution Structure. Mitochondria-based Renal Cell Carcinoma Subtyping: Learni …
Paper Group ANR 545

Paper Group ANR 545

May 5, 2019

Stamp processing with examplar features. DSD: Dense-Sparse-Dense Training for Deep Neural Networks. Guided Filter based Edge-preserving Image Non-blind Deconvolution. Asymptotic equivalence of regularization methods in thresholded parameter space. Facial Expression Recognition in the Wild using Rich Deep Features. A robust particle detection algori …
Paper Group ANR 561

Paper Group ANR 561

May 5, 2019

Image Colorization Using a Deep Convolutional Neural Network. PetroSurf3D - A Dataset for high-resolution 3D Surface Segmentation. Iterative Refinement for Machine Translation. Direct Visual Odometry using Bit-Planes. Filter based Taxonomy Modification for Improving Hierarchical Classification. Texture and Color-based Image Retrieval Using the Loca …
Paper Group ANR 564

Paper Group ANR 564

May 5, 2019

Measuring and Discovering Correlations in Large Data Sets. How to avoid ethically relevant Machine Consciousness. Disaggregation of SMAP L3 Brightness Temperatures to 9km using Kernel Machines. Corpus-level Fine-grained Entity Typing Using Contextual Information. Existence of Hierarchies and Human’s Pursuit of Top Hierarchy Lead to Power Law. Learn …
Paper Group ANR 568

Paper Group ANR 568

May 5, 2019

Efficient phase retrieval based on dark fringe recognition with an ability of bypassing invalid fringes. Deep Active Learning for Dialogue Generation. EgoCap: Egocentric Marker-less Motion Capture with Two Fisheye Cameras. Learning Robust Features for Gait Recognition by Maximum Margin Criterion. A Survey of Visual Analysis of Human Motion and Its …
Paper Group ANR 570

Paper Group ANR 570

May 5, 2019

Using k-nearest neighbors to construct cancelable minutiae templates. Hierarchical Clustering in Face Similarity Score Space. Network of Experts for Large-Scale Image Categorization. Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities. Monaural Multi-Talker Speech Recognition using Factorial Speec …
Paper Group ANR 571

Paper Group ANR 571

May 5, 2019

A Deep Learning Approach for Joint Video Frame and Reward Prediction in Atari Games. Combining policy gradient and Q-learning. Efficient Two-Stream Motion and Appearance 3D CNNs for Video Classification. Deep Motion Features for Visual Tracking. Sympathy for the Details: Dense Trajectories and Hybrid Classification Architectures for Action Recognit …
Paper Group NANR 190

Paper Group NANR 190

May 4, 2019

Leveraging Data-Driven Methods in Word-Level Language Identification for a Multilingual Alpine Heritage Corpus. Enriching Wikidata with Frame Semantics. But What Do We Actually Know?. Detecting Visually Relevant Sentences for Fine-Grained Classification. Automatic identification of Mild Cognitive Impairment through the analysis of Italian spontaneo …