computer vision

Paper Group ANR 570

January 29, 2020

OptiBox: Breaking the Limits of Proposals for Visual Grounding. Non-rigid 3D shape retrieval based on multi-view metric learning. Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding. The Field-of-View Constraint of Markers for Mobile Robot with Pan-Tilt Camera. A Sketch Based 3D Shape Retrieval Approach Based on …

Paper Group ANR 574

January 29, 2020

Gaussian processes with linear operator inequality constraints. A Robust Image Watermarking System Based on Deep Neural Networks. Sentiment Analysis On Indian Indigenous Languages: A Review On Multilingual Opinion Mining. Similarity Learning Networks for Animal Individual Re-Identification – Beyond the Capabilities of a Human Observer. Fair Dimens …

Paper Group ANR 575

January 29, 2020

Nonlinear Markov Clustering by Minimum Curvilinear Sparse Similarity. Learning better generative models for dexterous, single-view grasping of novel objects. Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics. Robust Morph-Detection at Automated Border Control Gate using Deep Decomposed 3D Shape and Diffu …

Paper Group ANR 576

January 29, 2020

WebProtégé: A Cloud-Based Ontology Editor. To Model or to Intervene: A Comparison of Counterfactual and Online Learning to Rank from User Interactions. Towards Global Remote Discharge Estimation: Using the Few to Estimate The Many. Flexible Auto-weighted Local-coordinate Concept Factorization: A Robust Framework for Unsupervised Clustering. A Light …

Paper Group ANR 578

January 29, 2020

Taming Momentum in a Distributed Asynchronous Environment. End-to-End Visual Speech Recognition for Small-Scale Datasets. Radial and Directional Posteriors for Bayesian Neural Networks. Discretization based Solutions for Secure Machine Learning against Adversarial Attacks. Pure Exploration with Multiple Correct Answers. A Ranking Model Motivated by …

Paper Group ANR 579

January 29, 2020

Adversarial Camera Alignment Network for Unsupervised Cross-camera Person Re-identification. Dynamic PET cardiac and parametric image reconstruction: a fixed-point proximity gradient approach using patch-based DCT and tensor SVD regularization. Deep Learning for Automated Medical Image Analysis. Defining AI in Policy versus Practice. Adaptive Prici …

Paper Group ANR 580

January 29, 2020

Robust Natural Language Inference Models with Example Forgetting. SpoC: Spoofing Camera Fingerprints. Stiffness: A New Perspective on Generalization in Neural Networks. Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering. Merging-ISP: Multi-Exposure High Dynamic Range Image Signal Processing. Sex Trafficking Detection w …

Paper Group ANR 583

January 29, 2020

Language coverage and generalization in RNN-based continuous sentence embeddings for interacting agents. Understanding Undesirable Word Embedding Associations. Learning Features with Differentiable Closed-Form Solver for Tracking. Transfer Learning for Causal Sentence Detection. Graph-based data clustering via multiscale community detection. Federa …

Paper Group ANR 587

January 29, 2020

End-to-end losses based on speaker basis vectors and all-speaker hard negative mining for speaker verification. IntentGC: a Scalable Graph Convolution Framework Fusing Heterogeneous Information for Recommendation. MSDC-Net: Multi-Scale Dense and Contextual Networks for Automated Disparity Map for Stereo Matching. SketchZooms: Deep multi-view descri …

Paper Group ANR 590

January 29, 2020

KnowBias: Detecting Political Polarity in Long Text Content. Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification. Surgical Gesture Recognition with Optical Flow only. Dual Adaptivity: A Universal Algorithm for Minimizing the Adaptive Regret of Convex Functions. Reasoning …

Paper Group ANR 592

January 29, 2020

Overparameterized Neural Networks Can Implement Associative Memory. Focal Loss based Residual Convolutional Neural Network for Speech Emotion Recognition. Design and Interpretation of Universal Adversarial Patches in Face Detection. Automobile Theft Detection by Clustering Owner Driver Data. Mitigation of Adversarial Examples in RF Deep Classifiers …

Paper Group ANR 593

January 29, 2020

Deep Dynamics Models for Learning Dexterous Manipulation. Survey of Computer Vision and Machine Learning in Gastrointestinal Endoscopy. A Fast Template-based Approach to Automatically Identify Primary Text Content of a Web Page. Identifying short-term interests from mobile app adoption pattern. Query Expansion for Patent Searching using Word Embedd …

Paper Group ANR 596

January 29, 2020

Learning-Based Video Game Development in MLP@UoM: An Overview. Deep learning-based prediction of kinetic parameters from myocardial perfusion MRI. Quantum-Assisted Genetic Algorithm. Dynamic Ensemble Modeling Approach to Nonstationary Neural Decoding in Brain-Computer Interfaces. CoKE: Contextualized Knowledge Graph Embedding. DEGAS: Differentiable …

Paper Group ANR 599

January 29, 2020

Quantifying consensus of rankings based on q-support patterns. DCMN+: Dual Co-Matching Network for Multi-choice Reading Comprehension. An Arm-Wise Randomization Approach to Combinatorial Linear Semi-Bandits. WildMix Dataset and Spectro-Temporal Transformer Model for Monoaural Audio Source Separation. MURS: Practical and Robust Privacy Amplification …

Paper Group ANR 601

January 29, 2020

Streaming Networks: Enable A Robust Classification of Noise-Corrupted Images. A Novel Visual Fault Detection and Classification System for Semiconductor Manufacturing Using Stacked Hybrid Convolutional Neural Networks. Multi-PCA based Fault Detection Model Combined with Prior knowledge of HVAC. White Noise Analysis of Neural Networks. Where Do Huma …

Paper Group ANR 602

January 29, 2020

Enabling Intuitive Human-Robot Teaming Using Augmented Reality and Gesture Control. Domain-adversarial Network Alignment. Nefnir: A high accuracy lemmatizer for Icelandic. Identifying Editor Roles in Argumentative Writing from Student Revision Histories. Conditional Generative Adversarial Networks for Data Augmentation and Adaptation in Remotely Se …

Paper Group ANR 603

January 29, 2020

RNN-based Generative Model for Fine-Grained Sketching. Joint shape learning and segmentation for medical images using a minimalistic deep network. NEMO: Future Object Localization Using Noisy Ego Priors. Credit Card Fraud Detection Using Autoencoder Neural Network. Learning Predicates as Functions to Enable Few-shot Scene Graph Prediction. Contextu …

Paper Group ANR 604

January 29, 2020

Objective Assessment of Social Skills Using Automated Language Analysis for Identification of Schizophrenia and Bipolar Disorder. Abstract Argumentation and the Rational Man. Stochastic Proximal Langevin Algorithm: Potential Splitting and Nonasymptotic Rates. Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning …

Paper Group ANR 605

January 29, 2020

Rates of Convergence for Large-scale Nearest Neighbor Classification. Direct Quantification for Coronary Artery Stenosis Using Multiview Learning. Preference rules for label ranking: Mining patterns in multi-target relations. NeuType: A Simple and Effective Neural Network Approach for Predicting Missing Entity Type Information in Knowledge Bases. I …

Paper Group ANR 607

January 29, 2020

Of Cores: A Partial-Exploration Framework for Markov Decision Processes. Solving Visual Object Ambiguities when Pointing: An Unsupervised Learning Approach. Attenuating Random Noise in Seismic Data by a Deep Learning Approach. Machine Learning Kernel Method from a Quantum Generative Model. Sequence-to-Sequence Natural Language to Humanoid Robot Sig …

Paper Group ANR 609

January 29, 2020

You Write Like You Eat: Stylistic variation as a predictor of social stratification. Robust Real-time RGB-D Visual Odometry in Dynamic Environments via Rigid Motion Model. Motion Segmentation Using Locally Affine Atom Voting. AI Meets Austen: Towards Human-Robot Discussions of Literary Metaphor. Voice Search and Typed Search Performance Comparison …

Paper Group ANR 613

January 29, 2020

Automatic Analysis of Sewer Pipes Based on Unrolled Monocular Fisheye Images. Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data. Automatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant. Evolution of Ant Colony Optimization Algorithm – A Brief Literatu …

Paper Group ANR 614

January 29, 2020

Risk Bounds for Learning Multiple Components with Permutation-Invariant Losses. Blind Denoising Autoencoder. DynamoNet: Dynamic Action and Motion Network. Automatic Model Selection for Neural Networks. Twitter Sentiment Analysis using Distributed Word and Sentence Representation. Social Attention for Autonomous Decision-Making in Dense Traffic. Top …

Paper Group ANR 617

January 29, 2020

Pose estimation and bin picking for deformable products. Salient Slices: Improved Neural Network Training and Performance with Image Entropy. Cascaded Revision Network for Novel Object Captioning. Data Valuation using Reinforcement Learning. Global Optimality Guarantees For Policy Gradient Methods. Motion Generation Considering Situation with Condi …

Paper Group ANR 622

January 29, 2020

Two-Stream FCNs to Balance Content and Style for Style Transfer. Data Augmentation for Deep Transfer Learning. Continuous Value Iteration (CVI) Reinforcement Learning and Imaginary Experience Replay (IER) for learning multi-goal, continuous action and state space controllers. Pitch-Synchronous Single Frequency Filtering Spectrogram for Speech Emoti …

Paper Group ANR 623

January 29, 2020

Cross-modal Variational Auto-encoder with Distributed Latent Spaces and Associators. Switching Linear Dynamics for Variational Bayes Filtering. Cross-Resolution Learning for Face Recognition. Coupled-Projection Residual Network for MRI Super-Resolution. Fast and Robust Rank Aggregation against Model Misspecification. Context-Constrained Accurate Co …

Paper Group ANR 624

January 29, 2020

End-to-End Conditional GAN-based Architectures for Image Colourisation. Classifying Multilingual User Feedback using Traditional Machine Learning and Deep Learning. Online Feature Selection for Activity Recognition using Reinforcement Learning with Multiple Feedback. Sample size calculations for the experimental comparison of multiple algorithms on …

Paper Group ANR 625

January 29, 2020

Multi-View Features and Hybrid Reward Strategies for Vatex Video Captioning Challenge 2019. HyST: A Hybrid Approach for Flexible and Accurate Dialogue State Tracking. Propagated Perturbation of Adversarial Attack for well-known CNNs: Empirical Study and its Explanation. Imperial College London Submission to VATEX Video Captioning Task. Integrating …