Scene Classification

Paper Group AWR 19

Paper Group AWR 19

July 30, 2019

DeepCorrect: Correcting DNN models against Image Distortions. TensorLayer: A Versatile Library for Efficient Deep Learning Development. First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations. PixColor: Pixel Recursive Colorization. Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth. H …
Paper Group AWR 3

Paper Group AWR 3

July 30, 2019

Interactively Picking Real-World Objects with Unconstrained Spoken Language Instructions. ReBNet: Residual Binarized Neural Network. A Zero-Positive Learning Approach for Diagnosing Software Performance Regressions. Improved Texture Networks: Maximizing Quality and Diversity in Feed-forward Stylization and Texture Synthesis. Adversarial PoseNet: A …
Paper Group AWR 71

Paper Group AWR 71

July 30, 2019

Learning SO(3) Equivariant Representations with Spherical CNNs. Open-World Knowledge Graph Completion. Should Robots be Obedient?. Learning a Generative Model for Validity in Complex Discrete Structures. Trainable Greedy Decoding for Neural Machine Translation. Wavelet Convolutional Neural Networks for Texture Classification. Fast Meta-Learning for …
Paper Group ANR 45

Paper Group ANR 45

July 29, 2019

Impact of Coreference Resolution on Slot Filling. Deep Learning for Photoacoustic Tomography from Sparse Data. On modeling vagueness and uncertainty in data-to-text systems through fuzzy sets. A Convex Parametrization of a New Class of Universal Kernel Functions for use in Kernel Learning. Learning Rotation for Kernel Correlation Filter. CryptoDL: …
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 175

Paper Group ANR 175

July 28, 2019

Data Augmentation for Low-Resource Neural Machine Translation. The Effect of Communication on Noncooperative Multiplayer Multi-Armed Bandit Problems. Line Profile Based Segmentation Algorithm for Touching Corn Kernels. Inverse Reinforcement Learning in Large State Spaces via Function Approximation. Strategies for Conceptual Change in Convolutional …
Paper Group ANR 198

Paper Group ANR 198

July 28, 2019

MATIC: Learning Around Errors for Efficient Low-Voltage Neural Network Accelerators. Deep Text Classification Can be Fooled. Hi, how can I help you?: Automating enterprise IT support help desks. Unsupervised Joint Mining of Deep Features and Image Labels for Large-scale Radiology Image Categorization and Scene Recognition. Modelling Energy Consumpt …
Paper Group ANR 307

Paper Group ANR 307

July 28, 2019

Unsupervised Incremental Learning of Deep Descriptors From Video Streams. Frank-Wolfe Optimization for Symmetric-NMF under Simplicial Constraint. Cascaded Region-based Densely Connected Network for Event Detection: A Seismic Application. Hardware-Driven Nonlinear Activation for Stochastic Computing Based Deep Convolutional Neural Networks. UC Merce …
Paper Group ANR 308

Paper Group ANR 308

July 28, 2019

Semi-supervised Learning based on Distributionally Robust Optimization. Sensing Urban Land-Use Patterns By Integrating Google Tensorflow And Scene-Classification Models. Traffic scene recognition based on deep cnn and vlad spatial pyramids. Traffic Flow Forecasting Using a Spatio-Temporal Bayesian Network Predictor. A Computational Approach to Rela …
Paper Group ANR 374

Paper Group ANR 374

July 28, 2019

Networked Fairness in Cake Cutting. Adversarial Deep Structured Nets for Mass Segmentation from Mammograms. Adversarial Symmetric Variational Autoencoder. Machine Learning Approaches to Energy Consumption Forecasting in Households. MHTN: Modal-adversarial Hybrid Transfer Network for Cross-modal Retrieval. Simple to Complex Cross-modal Learning to R …
Paper Group ANR 377

Paper Group ANR 377

July 28, 2019

Meta-Learning MCMC Proposals. A Supervised STDP-based Training Algorithm for Living Neural Networks. Single-pixel imaging with Morlet wavelet correlated random patterns. A generalized multivariate Student-t mixture model for Bayesian classification and clustering of radar waveforms. Post-hoc labeling of arbitrary EEG recordings for data-efficient e …
Paper Group ANR 380

Paper Group ANR 380

July 28, 2019

What do we need to build explainable AI systems for the medical domain?. Interpretable Low-Dimensional Regression via Data-Adaptive Smoothing. Deriving Probability Density Functions from Probabilistic Functional Programs. An Ontological Architecture for Orbital Debris Data. Audio Scene Classification with Deep Recurrent Neural Networks. Web Robot D …
Paper Group ANR 532

Paper Group ANR 532

July 27, 2019

XES Tensorflow - Process Prediction using the Tensorflow Deep-Learning Framework. Introduction to Nonnegative Matrix Factorization. Ontology based Scene Creation for the Development of Automated Vehicles. Poverty Prediction with Public Landsat 7 Satellite Imagery and Machine Learning. Applying advanced machine learning models to classify electro-ph …
Paper Group ANR 572

Paper Group ANR 572

July 27, 2019

Speaker-Sensitive Dual Memory Networks for Multi-Turn Slot Tagging. Syllable-level Neural Language Model for Agglutinative Language. VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem. Nuclear Discrepancy for Active Learning. What is (missing or wrong) in the scene? A Hybrid Deep Boltzmann Machine For Contextualized Scene Mo …
Paper Group ANR 585

Paper Group ANR 585

July 27, 2019

A Convenient Category for Higher-Order Probability Theory. Learning Word Embeddings from the Portuguese Twitter Stream: A Study of some Practical Aspects. A Deep Incremental Boltzmann Machine for Modeling Context in Robots. Bollywood Movie Corpus for Text, Images and Videos. Developing the Path Signature Methodology and its Application to Landmark- …
Paper Group ANR 621

Paper Group ANR 621

July 27, 2019

What does Attention in Neural Machine Translation Pay Attention to?. Matching neural paths: transfer from recognition to correspondence search. Linearly constrained Gaussian processes. Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition. Robust Speech Recognition Using Generative Adversarial Networks. A H …
Paper Group ANR 624

Paper Group ANR 624

July 27, 2019

WHY: Natural Explanations from a Robot Navigator. Learning from partial correction. Fast Stochastic Hierarchical Bayesian MAP for Tomographic Imaging. Attention-Set based Metric Learning for Video Face Recognition. Tracking the Best Expert in Non-stationary Stochastic Environments. Neural Network Memory Architectures for Autonomous Robot Navigation …
Paper Group ANR 687

Paper Group ANR 687

July 27, 2019

Knowledge Concentration: Learning 100K Object Classifiers in a Single CNN. Segmentation of Glioma Tumors in Brain Using Deep Convolutional Neural Network. Representing Hybrid Automata by Action Language Modulo Theories. Interactive Graphics for Visually Diagnosing Forest Classifiers in R. Learning the kernel matrix by resampling. Multi-stage Neural …
Paper Group ANR 731

Paper Group ANR 731

July 27, 2019

Cross-modal Common Representation Learning by Hybrid Transfer Network. The Expressive Power of Neural Networks: A View from the Width. Kill Two Birds with One Stone: Weakly-Supervised Neural Network for Image Annotation and Tag Refinement. Critical Points of Neural Networks: Analytical Forms and Landscape Properties. 3DContextNet: K-d Tree Guided H …
Paper Group ANR 747

Paper Group ANR 747

July 27, 2019

The Heterogeneous Ensembles of Standard Classification Algorithms (HESCA): the Whole is Greater than the Sum of its Parts. 3D Object Discovery and Modeling Using Single RGB-D Images Containing Multiple Object Instances. Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product gene …
Paper Group ANR 766

Paper Group ANR 766

July 26, 2019

Mitigating the Curse of Correlation in Security Games by Entropy Maximization. A deep learning approach to diabetic blood glucose prediction. Price and Profit Awareness in Recommender Systems. A Minimal Span-Based Neural Constituency Parser. A Real-time Hand Gesture Recognition and Human-Computer Interaction System. Deep representation learning for …