computer vision

Paper Group ANR 136

Paper Group ANR 136

July 29, 2019

On the Limitation of Convolutional Neural Networks in Recognizing Negative Images. Robust Conditional Probabilities. Optimal Densification for Fast and Accurate Minwise Hashing. MORSE: Semantic-ally Drive-n MORpheme SEgment-er. A Gamut-Mapping Framework for Color-Accurate Reproduction of HDR Images. A causal framework for explaining the predictions …
Paper Group ANR 138

Paper Group ANR 138

July 29, 2019

Automated Cloud Provisioning on AWS using Deep Reinforcement Learning. Social Style Characterization from Egocentric Photo-streams. Learning Deep Context-aware Features over Body and Latent Parts for Person Re-identification. Memetic search for identifying critical nodes in sparse graphs. Biomedical Event Trigger Identification Using Bidirectional …
Paper Group ANR 14

Paper Group ANR 14

July 29, 2019

The Meaning Factory at SemEval-2017 Task 9: Producing AMRs with Neural Semantic Parsing. Concave losses for robust dictionary learning. Data-Driven Dialogue Systems for Social Agents. Model enumeration in propositional circumscription via unsatisfiable core analysis. Small Moving Window Calibration Models for Soft Sensing Processes with Limited His …
Paper Group ANR 141

Paper Group ANR 141

July 29, 2019

A Sampling Theory Perspective of Graph-based Semi-supervised Learning. Implicitly Incorporating Morphological Information into Word Embedding. Visually grounded learning of keyword prediction from untranscribed speech. Mesh-based 3D Textured Urban Mapping. Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning. Classificati …
Paper Group ANR 142

Paper Group ANR 142

July 29, 2019

From visual words to a visual grammar: using language modelling for image classification. Crowdsourcing with Sparsely Interacting Workers. An Effective Feature Selection Method Based on Pair-Wise Feature Proximity for High Dimensional Low Sample Size Data. Unsupervised Adaptive Re-identification in Open World Dynamic Camera Networks. Direct Pose Es …
Paper Group ANR 144

Paper Group ANR 144

July 29, 2019

Efficient Algorithms for Non-convex Isotonic Regression through Submodular Optimization. 4D Multi-atlas Label Fusion using Longitudinal Images. Tartan: Accelerating Fully-Connected and Convolutional Layers in Deep Learning Networks by Exploiting Numerical Precision Variability. Going Deeper with Semantics: Video Activity Interpretation using Semant …
Paper Group ANR 149

Paper Group ANR 149

July 29, 2019

Goal-Driven Query Answering for Existential Rules with Equality. Concurrence-Aware Long Short-Term Sub-Memories for Person-Person Action Recognition. Scaling Active Search using Linear Similarity Functions. Simple Methods for Scanner Drift Normalization Validated for Automatic Segmentation of Knee Magnetic Resonance Imaging - with data from the Ost …
Paper Group ANR 15

Paper Group ANR 15

July 29, 2019

Deceiving Google’s Cloud Video Intelligence API Built for Summarizing Videos. On Estimation of Conditional Modes Using Multiple Quantile Regressions. Embedded Spectral Descriptors: Learning the point-wise correspondence metric via Siamese neural networks. MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks. CNN as Gu …
Paper Group ANR 152

Paper Group ANR 152

July 29, 2019

Video Salient Object Detection Using Spatiotemporal Deep Features. Discovering Visual Concept Structure with Sparse and Incomplete Tags. Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI. Mining Object Parts from CNNs via Active Question-Answering. Pre-training Attention Mechanisms. Learning to Detect Human-Ob …
Paper Group ANR 153

Paper Group ANR 153

July 29, 2019

A Statistical Approach to Increase Classification Accuracy in Supervised Learning Algorithms. EraseReLU: A Simple Way to Ease the Training of Deep Convolution Neural Networks. Sparse Deep Nonnegative Matrix Factorization. Combinational neural network using Gabor filters for the classification of handwritten digits. Generate Identity-Preserving Face …
Paper Group ANR 154

Paper Group ANR 154

July 29, 2019

ACCNet: Actor-Coordinator-Critic Net for “Learning-to-Communicate” with Deep Multi-agent Reinforcement Learning. Exploiting Layerwise Convexity of Rectifier Networks with Sign Constrained Weights. Trust-PCL: An Off-Policy Trust Region Method for Continuous Control. Exploration–Exploitation in MDPs with Options. Real-time Traffic Accident Risk Pred …
Paper Group ANR 160

Paper Group ANR 160

July 29, 2019

DeepConfig: Automating Data Center Network Topologies Management with Machine Learning. On Improving the Capacity of Solving Large-scale Wireless Network Design Problems by Genetic Algorithms. Deep Stacking Networks for Low-Resource Chinese Word Segmentation with Transfer Learning. Variable Annealing Length and Parallelism in Simulated Annealing. A …
Paper Group ANR 17

Paper Group ANR 17

July 29, 2019

On Face Segmentation, Face Swapping, and Face Perception. Belief Propagation, Bethe Approximation and Polynomials. High Accuracy Classification of Parkinson’s Disease through Shape Analysis and Surface Fitting in $^{123}$I-Ioflupane SPECT Imaging. A Multi-Armed Bandit to Smartly Select a Training Set from Big Medical Data. Interpreting Convolutiona …
Paper Group ANR 18

Paper Group ANR 18

July 29, 2019

PBODL : Parallel Bayesian Online Deep Learning for Click-Through Rate Prediction in Tencent Advertising System. Learning Non-Discriminatory Predictors. Automated Identification of Trampoline Skills Using Computer Vision Extracted Pose Estimation. Measuring the Effect of Discourse Relations on Blog Summarization. A First Derivative Potts Model for S …
Paper Group ANR 19

Paper Group ANR 19

July 29, 2019

Folding membrane proteins by deep transfer learning. Joint Positioning and Radio Map Generation Based on Stochastic Variational Bayesian Inference for FWIPS. Two Hilbert schemes in computer vision. 3D Semantic Trajectory Reconstruction from 3D Pixel Continuum. Complex Event Recognition from Images with Few Training Examples. Supervised Quantile Nor …
Paper Group ANR 22

Paper Group ANR 22

July 29, 2019

GAR: An efficient and scalable Graph-based Activity Regularization for semi-supervised learning. Effective Inference for Generative Neural Parsing. Batch-Expansion Training: An Efficient Optimization Framework. LOOP Descriptor: Local Optimal Oriented Pattern. Separating Reflection and Transmission Images in the Wild. Task-specific Word Identificati …
Paper Group ANR 26

Paper Group ANR 26

July 29, 2019

Effective Warm Start for the Online Actor-Critic Reinforcement Learning based mHealth Intervention. A Deformable Interface for Human Touch Recognition using Stretchable Carbon Nanotube Dielectric Elastomer Sensors and Deep Neural Networks. Deep Convolutional Neural Networks for Pairwise Causality. An Approach to One-Bit Compressed Sensing Based on …
Paper Group ANR 27

Paper Group ANR 27

July 29, 2019

Incorporating External Knowledge to Answer Open-Domain Visual Questions with Dynamic Memory Networks. Fast Singular Value Shrinkage with Chebyshev Polynomial Approximation Based on Signal Sparsity. Machine Learning with World Knowledge: The Position and Survey. PSO-Optimized Hopfield Neural Network-Based Multipath Routing for Mobile Ad-hoc Networks …
Paper Group ANR 28

Paper Group ANR 28

July 29, 2019

Creative Robot Dance with Variational Encoder. MovieGraphs: Towards Understanding Human-Centric Situations from Videos. Use of Generative Adversarial Network for Cross-Domain Change Detection. Place recognition: An Overview of Vision Perspective. Reinforcement Learning based Embodied Agents Modelling Human Users Through Interaction and Multi-Sensor …
Paper Group ANR 3

Paper Group ANR 3

July 29, 2019

GoDP: Globally optimized dual pathway system for facial landmark localization in-the-wild. An Extended Framework for Marginalized Domain Adaptation. How Do People Differ? A Social Media Approach. Constructive Preference Elicitation over Hybrid Combinatorial Spaces. Language Independent Acquisition of Abbreviations. Face Recognition using Multi-Moda …
Paper Group ANR 31

Paper Group ANR 31

July 29, 2019

Two-Stage Hybrid Day-Ahead Solar Forecasting. Highrisk Prediction from Electronic Medical Records via Deep Attention Networks. SRE: Semantic Rules Engine For the Industrial Internet-Of-Things Gateways. Automated Assessment of Facial Wrinkling: a case study on the effect of smoking. A Roadmap for the Development of the “SP Machine” for Artificial In …
Paper Group ANR 33

Paper Group ANR 33

July 29, 2019

Case Study: Explaining Diabetic Retinopathy Detection Deep CNNs via Integrated Gradients. TIP: Typifying the Interpretability of Procedures. Facial Affect Estimation in the Wild Using Deep Residual and Convolutional Networks. Backpropagation in matrix notation. Eye-Movement behavior identification for AD diagnosis. A Nested Attention Neural Hybrid …
Paper Group ANR 34

Paper Group ANR 34

July 29, 2019

Are words easier to learn from infant- than adult-directed speech? A quantitative corpus-based investigation. Bias-Compensated Normalized Maximum Correntropy Criterion Algorithm for System Identification with Noisy Input. Sparse hierarchical interaction learning with epigraphical projection. Explainable Planning. Segment Parameter Labelling in MCMC …
Paper Group ANR 38

Paper Group ANR 38

July 29, 2019

From Bach to the Beatles: The simulation of human tonal expectation using ecologically-trained predictive models. Structural Conditions for Projection-Cost Preservation via Randomized Matrix Multiplication. Holistic, Instance-Level Human Parsing. A Non-monotone Alternating Updating Method for A Class of Matrix Factorization Problems. ToxTrac: a fas …
Paper Group ANR 4

Paper Group ANR 4

July 29, 2019

Detection of Block-Exchangeable Structure in Large-Scale Correlation Matrices. Generic Machine Learning Inference on Heterogenous Treatment Effects in Randomized Experiments. Where Classification Fails, Interpretation Rises. Dynamic Fusion Networks for Machine Reading Comprehension. Towards Unsupervised Weed Scouting for Agricultural Robotics. Netw …
Paper Group ANR 40

Paper Group ANR 40

July 29, 2019

Discovery of Visual Semantics by Unsupervised and Self-Supervised Representation Learning. “RAPID” Regions-of-Interest Detection In Big Histopathological Images. Extreme Low Resolution Activity Recognition with Multi-Siamese Embedding Learning. Temporal HeartNet: Towards Human-Level Automatic Analysis of Fetal Cardiac Screening Video. Sequential de …
Paper Group ANR 44

Paper Group ANR 44

July 29, 2019

Learning multiple visual domains with residual adapters. Inverse Moment Methods for Sufficient Forecasting using High-Dimensional Predictors. Containment for Rule-Based Ontology-Mediated Queries. Learning Generative Models with Sinkhorn Divergences. Security Evaluation of Pattern Classifiers under Attack. Deceased Organ Matching in Australia. Activ …
Paper Group ANR 46

Paper Group ANR 46

July 29, 2019

Investigating the feature collection for semantic segmentation via single skip connection. Learning Policies for Adaptive Tracking with Deep Feature Cascades. Patchnet: Interpretable Neural Networks for Image Classification. Sentiment analysis based on rhetorical structure theory: Learning deep neural networks from discourse trees. Bridging the Gap …