object recognition

Paper Group ANR 601

October 18, 2019

An Anchor-Free Region Proposal Network for Faster R-CNN based Text Detection Approaches. Model-based active learning to detect isometric deformable objects in the wild with deep architectures. Reservoir Computing Universality With Stochastic Inputs. Learning Paths from Signature Tensors. Tourist Navigation in Android Smartphone by using Emotion Gen …

Paper Group ANR 643

October 18, 2019

Graph-Based Recommendation System. Discrete Potts Model for Generating Superpixels on Noisy Images. Deep BV: A Fully Automated System for Brain Ventricle Localization and Segmentation in 3D Ultrasound Images of Embryonic Mice. Get Your Workload in Order: Game Theoretic Prioritization of Database Auditing. ReDMark: Framework for Residual Diffusion W …

Paper Group ANR 663

October 18, 2019

Hierarchical Representation Learning for Kinship Verification. Learning with Non-Convex Truncated Losses by SGD. Speeding Up Distributed Gradient Descent by Utilizing Non-persistent Stragglers. Analysis of Invariance and Robustness via Invertibility of ReLU-Networks. Testing the Generalization Power of Neural Network Models Across NLI Benchmarks. F …

Paper Group ANR 665

October 18, 2019

Global Weighted Average Pooling Bridges Pixel-level Localization and Image-level Classification. Deep learning systems as complex networks. The Goldilocks zone: Towards better understanding of neural network loss landscapes. A Novel Technique for Evidence based Conditional Inference in Deep Neural Networks via Latent Feature Perturbation. RiTUAL-UH …

Paper Group ANR 687

October 17, 2019

Feedforward Neural Network for Time Series Anomaly Detection. A randomized gradient-free attack on ReLU networks. A General Family of Robust Stochastic Operators for Reinforcement Learning. Action Quality Assessment Across Multiple Actions. A Learning-Based Framework for Line-Spectra Super-resolution. Answering Hindsight Queries with Lifted Dynamic …

Paper Group ANR 705

October 17, 2019

Using a Classifier Ensemble for Proactive Quality Monitoring and Control: the impact of the choice of classifiers types, selection criterion, and fusion process. Pore detection in high-resolution fingerprint images using Deep Residual Network. $\ell_1$-regression with Heavy-tailed Distributions. Average-Case Information Complexity of Learning. Expl …

Paper Group ANR 710

October 17, 2019

Assessing Performance of Aerobic Routines using Background Subtraction and Intersected Image Region. An Evaluation of Trajectory Prediction Approaches and Notes on the TrajNet Benchmark. Deep learning-based super-resolution in coherent imaging systems. Land cover mapping at very high resolution with rotation equivariant CNNs: towards small yet accu …

Paper Group ANR 730

October 17, 2019

Finite Query Answering in Expressive Description Logics with Transitive Roles. An Optimized Architecture for Unpaired Image-to-Image Translation. A Restricted-Domain Dual Formulation for Two-Phase Image Segmentation. Utilizing Semantic Visual Landmarks for Precise Vehicle Navigation. Superconducting Optoelectronic Neurons III: Synaptic Plasticity. …

Paper Group ANR 754

October 17, 2019

Perturb and Combine to Identify Influential Spreaders in Real-World Networks. Recovery guarantees for polynomial approximation from dependent data with outliers. Object-sensitive Deep Reinforcement Learning. Homocentric Hypersphere Feature Embedding for Person Re-identification. Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory. …

Paper Group ANR 784

October 17, 2019

Runtime Analysis of Probabilistic Crowding and Restricted Tournament Selection for Bimodal Optimisation. Categorical Mixture Models on VGGNet activations. Multi-label Object Attribute Classification using a Convolutional Neural Network. Knowledge-based Fully Convolutional Network and Its Application in Segmentation of Lung CT Images. Interactive Me …

Paper Group ANR 791

October 17, 2019

Combining Graph-based Dependency Features with Convolutional Neural Network for Answer Triggering. Convergence Rates for Empirical Estimation of Binary Classification Bounds. Classification of radiology reports by modality and anatomy: A comparative study. Generative Models for Pose Transfer. Billion-scale Commodity Embedding for E-commerce Recomme …

Paper Group ANR 795

October 17, 2019

Estimating Small Differences in Car-Pose from Orbits. Mixed-Resolution Image Representation and Compression with Convolutional Neural Networks. Multitask Painting Categorization by Deep Multibranch Neural Network. DeepSIC: Deep Semantic Image Compression. Slice Sampling Particle Belief Propagation. Leveraging Adiabatic Quantum Computation for Elect …

Paper Group ANR 797

October 17, 2019

Deep Predictive Coding Network for Object Recognition. An Experimental Evaluation of Covariates Effects on Unconstrained Face Verification. LUCSS: Language-based User-customized Colourization of Scene Sketches. Automatic Processing and Solar Cell Detection in Photovoltaic Electroluminescence Images. Augmenting Recurrent Neural Networks with High-Or …

Paper Group ANR 807

October 17, 2019

Exponential Discriminative Metric Embedding in Deep Learning. Focus On What’s Important: Self-Attention Model for Human Pose Estimation. Direct Network Transfer: Transfer Learning of Sentence Embeddings for Semantic Similarity. Human-Interactive Subgoal Supervision for Efficient Inverse Reinforcement Learning. Rediscovering Deep Neural Networks Thr …

Paper Group ANR 843

October 17, 2019

Efficient Statistics, in High Dimensions, from Truncated Samples. A Circuit-Level Amoeba-Inspired SAT Solver. FishEyeRecNet: A Multi-Context Collaborative Deep Network for Fisheye Image Rectification. Deep Joint Source-Channel Coding for Wireless Image Transmission. Notes on computational-to-statistical gaps: predictions using statistical physics. …

Paper Group ANR 878

October 17, 2019

A Deep Convolutional Neural Network for Lung Cancer Diagnostic. Incremental Non-Rigid Structure-from-Motion with Unknown Focal Length. A Modified Image Comparison Algorithm Using Histogram Features. Diverse and Coherent Paragraph Generation from Images. Query-Conditioned Three-Player Adversarial Network for Video Summarization. Robust Tracking via …

Paper Group ANR 880

October 17, 2019

Chest X-rays Classification: A Multi-Label and Fine-Grained Problem. Offline Object Extraction from Dynamic Occupancy Grid Map Sequences. Adjustable Real-time Style Transfer. Unsupervised Deep Domain Adaptation for Pedestrian Detection. Cross-modal Hallucination for Few-shot Fine-grained Recognition. Near Real-Time Data Labeling Using a Depth Senso …

Paper Group ANR 889

October 17, 2019

Generative Creativity: Adversarial Learning for Bionic Design. Artistic Object Recognition by Unsupervised Style Adaptation. Mono-Camera 3D Multi-Object Tracking Using Deep Learning Detections and PMBM Filtering. On Tighter Generalization Bound for Deep Neural Networks: CNNs, ResNets, and Beyond. Simplifying Probabilistic Expressions in Causal Infe …

Paper Group ANR 890

October 17, 2019

Phasebook and Friends: Leveraging Discrete Representations for Source Separation. Hate Speech Detection from Code-mixed Hindi-English Tweets Using Deep Learning Models. Structural inpainting. Hydranet: Data Augmentation for Regression Neural Networks. Distribution-based Label Space Transformation for Multi-label Learning. Why is unsupervised alignm …

Paper Group ANR 899

October 17, 2019

When Does Hillclimbing Fail on Monotone Functions: An entropy compression argument. Graph-Adaptive Pruning for Efficient Inference of Convolutional Neural Networks. A Statistical Method for Object Counting. Adaptive Representation Selection in Contextual Bandit. Do deep nets really need weight decay and dropout?. Admissible Time Series Motif Discov …

Paper Group ANR 904

October 17, 2019

Ranking CGANs: Subjective Control over Semantic Image Attributes. A Non-Technical Survey on Deep Convolutional Neural Network Architectures. Attention-Aware Generative Adversarial Networks (ATA-GANs). One Network to Solve All ROIs: Deep Learning CT for Any ROI using Differentiated Backprojection. Efficient sampling for Gaussian linear regression wi …

Paper Group ANR 909

October 17, 2019

Siamese Generative Adversarial Privatizer for Biometric Data. A Deeper Look at Power Normalizations. Cell-aware Stacked LSTMs for Modeling Sentences. Deep CNN based feature extractor for text-prompted speaker recognition. Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild. Contemplating Visual Emotions: Understanding and Overcomi …

Paper Group ANR 917

October 17, 2019

Double Quantization for Communication-Efficient Distributed Optimization. Geodesic Convex Optimization: Differentiation on Manifolds, Geodesics, and Convexity. Effects of Image Degradations to CNN-based Image Classification. A Survey on Natural Language Processing for Fake News Detection. Learning Multiple Defaults for Machine Learning Algorithms. …

Paper Group ANR 920

October 17, 2019

Multi-objective evolution for 3D RTS Micro. Copy Move Forgery using Hus Invariant Moments and Log Polar Transformations. Robust Multi-subspace Analysis Using Novel Column L0-norm Constrained Matrix Factorization. A Fog Robotic System for Dynamic Visual Servoing. High-resolution medical image synthesis using progressively grown generative adversaria …

Paper Group ANR 940

October 17, 2019

Sequence-based Person Attribute Recognition with Joint CTC-Attention Model. Gaussian process classification using posterior linearisation. Bias Mitigation Post-processing for Individual and Group Fairness. Localization-Aware Active Learning for Object Detection. Singular Value Decomposition of Operators on Reproducing Kernel Hilbert Spaces. Multiba …

Paper Group ANR 950

October 17, 2019

Deep Diabetologist: Learning to Prescribe Hyperglycemia Medications with Hierarchical Recurrent Neural Networks. Error Detection in a Large-Scale Lexical Taxonomy. Cleaning up the neighborhood: A full classification for adversarial partial monitoring. The Dynamics of Learning: A Random Matrix Approach. User-Guided Deep Anime Line Art Colorization w …

Paper Group ANR 961

October 17, 2019

Gradient descent in higher codimension. Automated Segmentation of Cervical Nuclei in Pap Smear Images using Deformable Multi-path Ensemble Model. Sigsoftmax: Reanalysis of the Softmax Bottleneck. An Image Processing based Object Counting Approach for Machine Vision Application. Exploration on Grounded Word Embedding: Matching Words and Images with …

Paper Group ANR 962

October 17, 2019

An Application of HodgeRank to Online Peer Assessment. Ensemble Kalman Filtering for Online Gaussian Process Regression and Learning. Think Visually: Question Answering through Virtual Imagery. Investigations on Knowledge Base Embedding for Relation Prediction and Extraction. On Coresets for Logistic Regression. The role of grammar in transition-pr …