adversarial network

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 159

Paper Group ANR 159

July 29, 2019

Inducing Regular Grammars Using Recurrent Neural Networks. Learning Loss Functions for Semi-supervised Learning via Discriminative Adversarial Networks. A German Corpus for Text Similarity Detection Tasks. Towards Synthesizing Complex Programs from Input-Output Examples. Attention Strategies for Multi-Source Sequence-to-Sequence Learning. Automatic …
Paper Group ANR 16

Paper Group ANR 16

July 29, 2019

Multiple Instance Hybrid Estimator for Learning Target Signatures. Neural Expectation Maximization. Expert Opinion Extraction from a Biomedical Database. Robust Stochastic Configuration Networks with Kernel Density Estimation. CASICT Tibetan Word Segmentation System for MLWS2017. Identifying the Mislabeled Training Samples of ECG Signals using Mach …
Paper Group ANR 2

Paper Group ANR 2

July 29, 2019

Analysis of universal adversarial perturbations. Efficient Spatio-Temporal Gaussian Regression via Kalman Filtering. Unifying Value Iteration, Advantage Learning, and Dynamic Policy Programming. Exploring Latent Semantic Factors to Find Useful Product Reviews. Sequential Dual Deep Learning with Shape and Texture Features for Sketch Recognition. Spa …
Paper Group ANR 24

Paper Group ANR 24

July 29, 2019

An Expectation Maximization Framework for Yule-Simon Preferential Attachment Models. Original Loop-closure Detection Algorithm for Monocular vSLAM. Extract with Order for Coherent Multi-Document Summarization. Deep 360 Pilot: Learning a Deep Agent for Piloting through 360° Sports Video. A Parallelizable Acceleration Framework for Packing Linear Pro …
Paper Group ANR 25

Paper Group ANR 25

July 29, 2019

Deep Detection of People and their Mobility Aids for a Hospital Robot. Contour and Centreline Tracking of Vessels from Angiograms using the Classical Image Processing Techniques. Learning to Learn from Weak Supervision by Full Supervision. Learning Relevant Features of Data with Multi-scale Tensor Networks. Exploiting the potential of unlabeled end …
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 32

Paper Group ANR 32

July 29, 2019

DeepSF: deep convolutional neural network for mapping protein sequences to folds. Improving One-Shot Learning through Fusing Side Information. A glass-box interactive machine learning approach for solving NP-hard problems with the human-in-the-loop. Estimating prediction error for complex samples. Dynamic Label Graph Matching for Unsupervised Video …
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 35

Paper Group ANR 35

July 29, 2019

Online Reinforcement Learning in Stochastic Games. Aspect-augmented Adversarial Networks for Domain Adaptation. What were you expecting? Using Expectancy Features to Predict Expressive Performances of Classical Piano Music. Interactively Transferring CNN Patterns for Part Localization. Interpreting CNN Knowledge via an Explanatory Graph. Class Corr …
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 41

Paper Group ANR 41

July 29, 2019

Clustering Small Samples with Quality Guarantees: Adaptivity with One2all pps. Contemporary machine learning: a guide for practitioners in the physical sciences. Context-Aware Semantic Inpainting. A Digital Fuzzy Edge Detector for Color Images. UI-Net: Interactive Artificial Neural Networks for Iterative Image Segmentation Based on a User Model. Pa …
Paper Group ANR 42

Paper Group ANR 42

July 29, 2019

Likelihood Estimation for Generative Adversarial Networks. Spectral-spatial classification of hyperspectral images: three tricks and a new supervised learning setting. Does Normalization Methods Play a Role for Hyperspectral Image Classification?. Asynchronous Announcements. Continuous Multimodal Emotion Recognition Approach for AVEC 2017. Signal a …
Paper Group ANR 43

Paper Group ANR 43

July 29, 2019

A Novel Approach to Artistic Textual Visualization via GAN. A Variational EM Method for Pole-Zero Modeling of Speech with Mixed Block Sparse and Gaussian Excitation. Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations. Methods for applying the Neural Engineering Framework to neuromorphic hardware. Automatic Breast U …
Paper Group ANR 53

Paper Group ANR 53

July 29, 2019

The detector principle of constructing artificial neural networks as an alternative to the connectionist paradigm. Eyemotion: Classifying facial expressions in VR using eye-tracking cameras. Automatized Generation of Alphabets of Symbols. Efficient Eye Typing with 9-direction Gaze Estimation. Grounding Symbols in Multi-Modal Instructions. Learning …
Paper Group ANR 58

Paper Group ANR 58

July 29, 2019

Hyperparameters Optimization in Deep Convolutional Neural Network / Bayesian Approach with Gaussian Process Prior. Solving the Resource Constrained Project Scheduling Problem Using the Parallel Tabu Search Designed for the CUDA Platform. Generative Adversarial Networks for Electronic Health Records: A Framework for Exploring and Evaluating Methods …
Paper Group ANR 63

Paper Group ANR 63

July 29, 2019

Data Augmentation in Emotion Classification Using Generative Adversarial Networks. All that is English may be Hindi: Enhancing language identification through automatic ranking of likeliness of word borrowing in social media. On Principal Components Regression, Random Projections, and Column Subsampling. Motion-Appearance Interactive Encoding for O …
Paper Group ANR 67

Paper Group ANR 67

July 29, 2019

Training Quantized Nets: A Deeper Understanding. Exploiting Color Name Space for Salient Object Detection. A Guided Spatial Transformer Network for Histology Cell Differentiation. A Study on the Extraction and Analysis of a Large Set of Eye Movement Features during Reading. Regulating Highly Automated Robot Ecologies: Insights from Three User Studi …
Paper Group ANR 70

Paper Group ANR 70

July 29, 2019

Nonsparse learning with latent variables. Image Reconstruction using Matched Wavelet Estimated from Data Sensed Compressively using Partial Canonical Identity Matrix. Interactive Music Generation with Positional Constraints using Anticipation-RNNs. Adversarial Feature Augmentation for Unsupervised Domain Adaptation. Deep Domain Adaptation by Geodes …
Paper Group ANR 72

Paper Group ANR 72

July 29, 2019

A New Urban Objects Detection Framework Using Weakly Annotated Sets. Advanced LSTM: A Study about Better Time Dependency Modeling in Emotion Recognition. Measuring Catastrophic Forgetting in Neural Networks. KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors. ROAD: Reality Oriented Adaptation for Sema …
Paper Group ANR 80

Paper Group ANR 80

July 29, 2019

Intensity Video Guided 4D Fusion for Improved Highly Dynamic 3D Reconstruction. Generalized Convolutional Neural Networks for Point Cloud Data. Dataset for the First Evaluation on Chinese Machine Reading Comprehension. O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis. Random Forests, Decision Trees, and Categorical Predictors …
Paper Group ANR 83

Paper Group ANR 83

July 29, 2019

Deformable Shape Completion with Graph Convolutional Autoencoders. Guiding Reinforcement Learning Exploration Using Natural Language. Evidence of an exponential speed-up in the solution of hard optimization problems. Multiframe Scene Flow with Piecewise Rigid Motion. Perivascular Spaces Segmentation in Brain MRI Using Optimal 3D Filtering. Learning …
Paper Group ANR 85

Paper Group ANR 85

July 29, 2019

AdaDNNs: Adaptive Ensemble of Deep Neural Networks for Scene Text Recognition. Query-free Clothing Retrieval via Implicit Relevance Feedback. Flow-free Video Object Segmentation. Long-Term Video Interpolation with Bidirectional Predictive Network. Reconciling Bayesian Epistemology and Narration-based Approaches to Judiciary Fact-finding. Grounding …
Paper Group ANR 90

Paper Group ANR 90

July 29, 2019

Improving Statistical Multimedia Information Retrieval Model by using Ontology. Image Registration Techniques: A Survey. Note on Attacking Object Detectors with Adversarial Stickers. Coordinating Collaborative Chat in Massive Open Online Courses. Bayesian model and dimension reduction for uncertainty propagation: applications in random media. Gener …
Paper Group ANR 92

Paper Group ANR 92

July 29, 2019

Spectrum Estimation from a Few Entries. Estimating the Coefficients of a Mixture of Two Linear Regressions by Expectation Maximization. Graph Scaling Cut with L1-Norm for Classification of Hyperspectral Images. The Helsinki Neural Machine Translation System. Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Pr …
Paper Group ANR 95

Paper Group ANR 95

July 29, 2019

Exploring Content-based Artwork Recommendation with Metadata and Visual Features. Measuring Inconsistency in Argument Graphs. Unsupervised learning from video to detect foreground objects in single images. Roll-back Hamiltonian Monte Carlo. Balancing Lexicographic Fairness and a Utilitarian Objective with Application to Kidney Exchange. Efficient C …
Paper Group ANR 96

Paper Group ANR 96

July 29, 2019

Exploring High-Dimensional Structure via Axis-Aligned Decomposition of Linear Projections. Probabilistic Graphical Models for Credibility Analysis in Evolving Online Communities. Exploration of object recognition from 3D point cloud. Pseudorehearsal in actor-critic agents. Knowledge Transfer for Out-of-Knowledge-Base Entities: A Graph Neural Networ …