deep learning

Paper Group ANR 897

October 17, 2019

SaaS: Speed as a Supervisor for Semi-supervised Learning. Generalized Batch Normalization: Towards Accelerating Deep Neural Networks. Fully Point-wise Convolutional Neural Network for Modeling Statistical Regularities in Natural Images. Handling Adversarial Concept Drift in Streaming Data. Superconducting Optoelectronic Neurons IV: Transmitter Circ …

Paper Group ANR 898

October 17, 2019

Transfer Learning with Deep CNNs for Gender Recognition and Age Estimation. GlymphVIS: Visualizing Glymphatic Transport Pathways Using Regularized Optimal Transport. A Fully Automated System for Sizing Nasal PAP Masks Using Facial Photographs. Joint Recognition of Handwritten Text and Named Entities with a Neural End-to-end Model. Supervised classi …

Paper Group ANR 900

October 17, 2019

Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity. Deformable Object Tracking with Gated Fusion. KTAN: Knowledge Transfer Adversarial Network. Endoscopic navigation in the absence of CT imaging. Dense Multimodal Fusion for Hierarchically Joint Representation. Active image restoration. Finding Similar Medical Quest …

Paper Group ANR 901

October 17, 2019

DID: Distributed Incremental Block Coordinate Descent for Nonnegative Matrix Factorization. Quit When You Can: Efficient Evaluation of Ensembles with Ordering Optimization. False Positive Reduction by Actively Mining Negative Samples for Pulmonary Nodule Detection in Chest Radiographs. Adversarial Attacks and Defences: A Survey. Convolutional Neura …

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 905

October 17, 2019

Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments. Fast Face Image Synthesis with Minimal Training. Evaluation of Feature Detector-Descriptor for Real Object Matching under Various Conditions of Ilumination and Affine Transformation. A Theory of Statistical Inference for Ensuring the Robustness of Scienti …

Paper Group ANR 906

October 17, 2019

Two Techniques That Enhance the Performance of Multi-robot Prioritized Path Planning. Toward Interpretable Deep Reinforcement Learning with Linear Model U-Trees. Stanza: Layer Separation for Distributed Training in Deep Learning. A High-Performance HOG Extractor on FPGA. Lifted Wasserstein Matcher for Fast and Robust Topology Tracking. Sequence Lea …

Paper Group ANR 907

October 17, 2019

Multi Instance Learning For Unbalanced Data. Building state-of-the-art distant speech recognition using the CHiME-4 challenge with a setup of speech enhancement baseline. Whole Brain Susceptibility Mapping Using Harmonic Incompatibility Removal. Graph Convolutional Neural Networks based on Quantum Vertex Saliency. Rethinking clinical prediction: Wh …

Paper Group ANR 908

October 17, 2019

Instance Embedding Transfer to Unsupervised Video Object Segmentation. Blaming humans in autonomous vehicle accidents: Shared responsibility across levels of automation. Scalable Bilinear $π$ Learning Using State and Action Features. Towards Clinical Diagnosis: Automated Stroke Lesion Segmentation on Multimodal MR Image Using Convolutional Neural N …

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 910

October 17, 2019

Semantic Variation in Online Communities of Practice. A Constrained Randomized Shortest-Paths Framework for Optimal Exploration. Degeneration in VAE: in the Light of Fisher Information Loss. Persistence pays off: Paying Attention to What the LSTM Gating Mechanism Persists. Improving Neural Question Generation using Answer Separation. Relating Eye-T …

Paper Group ANR 911

October 17, 2019

Multi-Fiber Networks for Video Recognition. Residual Networks as Geodesic Flows of Diffeomorphisms. Round-Table Group Optimization for Sequencing Problems. On Controllable Sparse Alternatives to Softmax. Robust Neural Abstractive Summarization Systems and Evaluation against Adversarial Information. The Roles of Supervised Machine Learning in System …

Paper Group ANR 912

October 17, 2019

Automatic Prediction of Building Age from Photographs. Learning to Grasp from a Single Demonstration. Seeing Tree Structure from Vibration. Interpretable Visual Question Answering by Visual Grounding from Attention Supervision Mining. ViS-HuD: Using Visual Saliency to Improve Human Detection with Convolutional Neural Networks. Optimized Skeleton-ba …

Paper Group ANR 913

October 17, 2019

Incorporating Structured Commonsense Knowledge in Story Completion. Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted Input. Accurate 3-D Reconstruction with RGB-D Cameras using Depth Map Fusion and Pose Refinement. Adversarial Example Decomposition. Uncertainty Quantification in CNN-Based Surface Prediction Using Shap …

Paper Group ANR 914

October 17, 2019

Class-Agnostic Counting. Clustering Player Strategies from Variable-Length Game Logs in Dominion. Dealing with Difficult Minority Labels in Imbalanced Mutilabel Data Sets. Voice Conversion with Conditional SampleRNN. Describe and Attend to Track: Learning Natural Language guided Structural Representation and Visual Attention for Object Tracking. Fi …

Paper Group ANR 915

October 17, 2019

Representation Learning over Dynamic Graphs. Zero-shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens. Deep Network for Simultaneous Decomposition and Classification in UWB-SAR Imagery. Attribute-Centered Loss for Soft-Biometrics Guided Face Sketch-Photo Recognition. MIRIAM: A Multimodal Chat-Based Interface for Autonomous Syste …

Paper Group ANR 916

October 17, 2019

Learning Saliency Prediction From Sparse Fixation Pixel Map. Understanding Autoencoders with Information Theoretic Concepts. Dynamic-structured Semantic Propagation Network. On the Relative Expressiveness of Bayesian and Neural Networks. Multi-agent Deep Reinforcement Learning with Extremely Noisy Observations. FD-GAN: Face-demorphing generative ad …

Paper Group ANR 918

October 17, 2019

Scene recognition with CNNs: objects, scales and dataset bias. Depth CNNs for RGB-D scene recognition: learning from scratch better than transferring from RGB-CNNs. QuaRel: A Dataset and Models for Answering Questions about Qualitative Relationships. Object Detection using Domain Randomization and Generative Adversarial Refinement of Synthetic Imag …

Paper Group ANR 921

October 17, 2019

Interpolatron: Interpolation or Extrapolation Schemes to Accelerate Optimization for Deep Neural Networks. Invariant and Equivariant Graph Networks. Deep Cocktail Network: Multi-source Unsupervised Domain Adaptation with Category Shift. Towards Providing Explanations for AI Planner Decisions. JTAV: Jointly Learning Social Media Content Representati …

Paper Group ANR 922

October 17, 2019

MV-YOLO: Motion Vector-aided Tracking by Semantic Object Detection. Estimation with Low-Rank Time-Frequency Synthesis Models. Evidence-based lean logic profiles for conceptual data modelling languages. Linear Convergence of the Primal-Dual Gradient Method for Convex-Concave Saddle Point Problems without Strong Convexity. Hierarchical Game-Theoretic …

Paper Group ANR 923

October 17, 2019

Fast and Accurate Semantic Mapping through Geometric-based Incremental Segmentation. Entanglement-guided architectures of machine learning by quantum tensor network. Zoom: SSD-based Vector Search for Optimizing Accuracy, Latency and Memory. The Evolution of Sex Chromosomes through the Baldwin Effect. Graphical Convergence of Subgradients in Nonconv …

Paper Group ANR 924

October 17, 2019

Did William Shakespeare and Thomas Kyd Write Edward III?. Design and implementation of smart cooking based on amazon echo. Automatic Metric Validation for Grammatical Error Correction. Manifold Structured Prediction. Matrix Completion With Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference. gl2vec: Learning Feature Repr …

Paper Group ANR 925

October 17, 2019

Security Event Recognition for Visual Surveillance. Decision method choice in a human posture recognition context. Do WaveNets Dream of Acoustic Waves?. Multi-modal Image Processing based on Coupled Dictionary Learning. Evaluating Multimodal Representations on Sentence Similarity: vSTS, Visual Semantic Textual Similarity Dataset. A Tour of Unsuperv …

Paper Group ANR 926

October 17, 2019

Semantic Video Segmentation: A Review on Recent Approaches. Non-local RoI for Cross-Object Perception. Lung Structures Enhancement in Chest Radiographs via CT based FCNN Training. CRED: A Deep Residual Network of Convolutional and Recurrent Units for Earthquake Signal Detection. Steering Social Activity: A Stochastic Optimal Control Point Of View. …

Paper Group ANR 927

October 17, 2019

Classical linear logic, cobordisms and categorical semantics of categorial grammars. Deep Learning Application in Security and Privacy – Theory and Practice: A Position Paper. Iterative Visual Reasoning Beyond Convolutions. Lévy Flights of the Collective Imagination. Regret Circuits: Composability of Regret Minimizers. Skeletracks: automatic separ …

Paper Group ANR 928

October 17, 2019

A cortical-inspired model for orientation-dependent contrast perception: a link with Wilson-Cowan equations. Improving fairness in machine learning systems: What do industry practitioners need?. A Hierarchical Fuzzy System for an Advanced Driving Assistance System. A Portuguese Native Language Identification Dataset. Band Target Entropy Minimizatio …

Paper Group ANR 929

October 17, 2019

An Attention-Based Word-Level Interaction Model: Relation Detection for Knowledge Base Question Answering. Democratizing Production-Scale Distributed Deep Learning. An Analysis of Approaches Taken in the ACM RecSys Challenge 2018 for Automatic Music Playlist Continuation. Accurate Hand Keypoint Localization on Mobile Devices. Incomplete Multi-view …

Paper Group ANR 930

October 17, 2019

Humor Detection in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System. Re-ID done right: towards good practices for person re-identification. Gradient-based Training of Slow Feature Analysis by Differentiable Approximate Whitening. Vision-Based Preharvest Yield Mapping for Apple Orchards. Middle-Out Decoding. Harvesting Para …