Scene Classification

Paper Group AWR 63

February 2, 2020

Survival Function Matching for Calibrated Time-to-Event Predictions. Diagnosing Bottlenecks in Deep Q-learning Algorithms. DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis. Differentiable Surface Splatting for Point-based Geometry Processing. BLiMP: A Benchmark of Linguistic Minimal Pairs for English. Generating Di …

Paper Group AWR 128

February 1, 2020

Neural Speed Reading with Structural-Jump-LSTM. Warfarin dose estimation on multiple datasets with automated hyperparameter optimisation and a novel software framework. Real-time Deep Learning at the Edge for Scalable Reliability Modeling of Si-MOSFET Power Electronics Converters. Fairness and Missing Values. Stein Point Markov Chain Monte Carlo. C …

Paper Group AWR 129

February 1, 2020

Acoustic Scene Classification by Implicitly Identifying Distinct Sound Events. A Remote Sensing Image Dataset for Cloud Removal. Learning Transferable Cooperative Behavior in Multi-Agent Teams. Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach. In Defense of the Triplet Loss Again: Learning R …

Paper Group AWR 223

February 1, 2020

Adding Intuitive Physics to Neural-Symbolic Capsules Using Interaction Networks. Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning. FLO: Fast and Lightweight Hyperparameter Optimization for AutoML. End-to-End Probabilistic Inference for Nonstationary Audio Analysis. 3D Convolutional Neural Networks Image Registration Based …

Paper Group AWR 244

February 1, 2020

Automatically Identifying Complaints in Social Media. A Simple Joint Model for Improved Contextual Neural Lemmatization. Learning To Follow Directions in Street View. JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds with Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields. Neural Volumes: Learning Dynamic Renderab …

Paper Group ANR 164

January 31, 2020

Multiple Riemannian Manifold-valued Descriptors based Image Set Classification with Multi-Kernel Metric Learning. A Hierarchical Mixture Density Network. Video Skimming: Taxonomy and Comprehensive Survey. Air Quality Measurement Based on Double-Channel Convolutional Neural Network Ensemble Learning. Good-Enough Compositional Data Augmentation. A Li …

Paper Group ANR 36

January 31, 2020

Outbound Translation User Interface Ptakopet: A Pilot Study. DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks. Geometrization of deep networks for the interpretability of deep learning systems. Learn to Explain Efficiently via Neural Logic Inductive Learning. Robust Subspace Recovery with Adversarial Outliers. Classifying Diagr …

Paper Group ANR 4

January 31, 2020

Cherenkov Detectors Fast Simulation Using Neural Networks. Integrating the Data Augmentation Scheme with Various Classifiers for Acoustic Scene Modeling. Estimation of Absolute Scale in Monocular SLAM Using Synthetic Data. FAT Forensics: A Python Toolbox for Algorithmic Fairness, Accountability and Transparency. Fast video object segmentation with …

Paper Group ANR 71

January 31, 2020

How Much Over-parameterization Is Sufficient to Learn Deep ReLU Networks?. Towards Interpretable Deep Neural Networks by Leveraging Adversarial Examples. Advocacy Learning: Learning through Competition and Class-Conditional Representations. Deep Non-Rigid Structure from Motion with Missing Data. RadioUNet: Fast Radio Map Estimation with Convolution …

Paper Group ANR 240

January 30, 2020

SNODE: Spectral Discretization of Neural ODEs for System Identification. Quantitative analysis of Matthew effect and sparsity problem of recommender systems. Face representation by deep learning: a linear encoding in a parameter space?. When to Talk: Chatbot Controls the Timing of Talking during Multi-turn Open-domain Dialogue Generation. Local Dis …

Paper Group ANR 276

January 30, 2020

Stability and Optimization Error of Stochastic Gradient Descent for Pairwise Learning. Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics. Robust Training and Initialization of Deep Neural Networks: An Adaptive Basis Viewpoint. Streetify: Using Street View Imagery And Deep Learning For Urban Streets Developme …

Paper Group ANR 442

January 30, 2020

Unsupervised Deformable Image Registration Using Cycle-Consistent CNN. Graph-Hist: Graph Classification from Latent Feature Histograms With Application to Bot Detection. Deteção de estruturas permanentes a partir de dados de séries temporais Sentinel 1 e 2. Beyond The Wall Street Journal: Anchoring and Comparing Discourse Signals across Genres. Fus …

Paper Group ANR 631

January 29, 2020

Survey of Dropout Methods for Deep Neural Networks. Deep learning for image segmentation-a short survey. Characterizing dynamically varying acoustic scenes from egocentric audio recordings in workplace setting. Optimal Combination Forecasts on Retail Multi-Dimensional Sales Data. N2VSCDNNR: A Local Recommender System Based on Node2vec and Rich Info …

Paper Group ANR 666

January 29, 2020

Cross-task pre-training for acoustic scene classification. Connection Sensitive Attention U-NET for Accurate Retinal Vessel Segmentation. Circulant Binary Convolutional Networks: Enhancing the Performance of 1-bit DCNNs with Circulant Back Propagation. Transductive Data-Selection Algorithms for Fine-Tuning Neural Machine Translation. Clustering wit …

Paper Group ANR 749

January 29, 2020

Randomized Reactive Redundancy for Byzantine Fault-Tolerance in Parallelized Learning. Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs. Automatic Ensemble Learning for Online Influence Maximization. Learning retrosynthetic planning through self-play. Controlling Text Complexity in Neural Machine Translation. Triply R …

Paper Group ANR 1033

January 28, 2020

Sample-efficient Adversarial Imitation Learning from Observation. RIDM: Reinforced Inverse Dynamics Modeling for Learning from a Single Observed Demonstration. Neural Architecture Search on Acoustic Scene Classification. Predicting Tomorrow’s Headline using Today’s Twitter Deliberations. Prediction of wall-bounded turbulence from wall quantities us …

Paper Group ANR 785

January 28, 2020

Learn-able parameter guided Activation Functions. An ADMM Based Framework for AutoML Pipeline Configuration. On Symmetry and Initialization for Neural Networks. Novel tracking approach based on fully-unsupervised disentanglement of the geometrical factors of variation. Benchmark and Survey of Automated Machine Learning Frameworks. Predicting e-comm …

Paper Group ANR 1144

January 27, 2020

Estimation of crowd density applying wavelet transform and machine learning. NeuroPod: a real-time neuromorphic spiking CPG applied to robotics. Discriminative Video Representation Learning Using Support Vector Classifiers. Water Supply Prediction Based on Initialized Attention Residual Network. Recent Trends in Deep Learning Based Personality Dete …

Paper Group ANR 1148

January 27, 2020

Shapelets for earthquake detection. A greedy constructive algorithm for the optimization of neural network architectures. Improving 3D Object Detection for Pedestrians with Virtual Multi-View Synthesis Orientation Estimation. ORC Layout: Adaptive GUI Layout with OR-Constraints. Rethinking Exposure Bias In Language Modeling. Mean Field Limit of the …

Paper Group ANR 1165

January 27, 2020

Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design. Deep Sparse Band Selection for Hyperspectral Face Recognition. Visualizing and Understanding Generative Adversarial Networks (Extended Abstract). Interpretable BoW Networks for Adversarial Example Detection. Rescaling and other forms of unsupervised preprocessing introdu …

Paper Group ANR 1175

January 27, 2020

HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion. A Cryptanalysis of Two Cancelable Biometric Schemes based on Index-of-Max Hashing. Clustering and Classification Networks. Known-plaintext attack and ciphertext-only attack for encrypted single-pixel imaging. Saliency-Guided Attention Network for Image-Sentence Matching. …

Paper Group ANR 1256

January 27, 2020

A perspective on multi-agent communication for information fusion. Acoustic Scene Classification Based on a Large-margin Factorized CNN. Residual Attention Graph Convolutional Network for Geometric 3D Scene Classification. Receptive-field-regularized CNN variants for acoustic scene classification. Quantum-Inspired Hamiltonian Monte Carlo for Bayesi …

Paper Group ANR 1260

January 27, 2020

RoboNet: Large-Scale Multi-Robot Learning. Robust Tensor Recovery with Fiber Outliers for Traffic Events. Probabilistic Successor Representations with Kalman Temporal Differences. A Heuristic Algorithm for the Fabric Spreading and Cutting Problem in Apparel Factories. Reluctant generalized additive modeling. Particle swarm optimization model to pre …

Paper Group ANR 1423

January 26, 2020

Attention-Guided Lightweight Network for Real-Time Segmentation of Robotic Surgical Instruments. Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding. Improving Generalization in Meta Reinforcement Learning using Learned Objectives. Real-Time EEG Classification via Coresets for BCI Applications. Evaluating the Robustne …

Paper Group ANR 1643

January 25, 2020

Implicit Priors for Knowledge Sharing in Bayesian Neural Networks. Spatial Analysis Made Easy with Linear Regression and Kernels. Gauge Equivariant Convolutional Networks and the Icosahedral CNN. Polyphone Disambiguation for Mandarin Chinese Using Conditional Neural Network with Multi-level Embedding Features. Scalable Facial Image Compression with …

Paper Group ANR 1644

January 25, 2020

When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks. Clause-Wise and Recursive Decoding for Complex and Cross-Domain Text-to-SQL Generation. Spatio-Temporal Attention Pooling for Audio Scene Classification. A Robust Non-Linear and Feature-Selection Image Fusion Theory. C-3PO: Cyclic-Three-Phase Optimization for …

Paper Group ANR 1730

January 25, 2020

Risk Structures: Towards Engineering Risk-aware Autonomous Systems. Deep Built-Structure Counting in Satellite Imagery Using Attention Based Re-Weighting. Unsupervised Feature Learning for Environmental Sound Classification Using Weighted Cycle-Consistent Generative Adversarial Network. The capacity of feedforward neural networks. Hyperspectral Ima …

Paper Group ANR 1755

January 25, 2020

Shape Reconstruction by Learning Differentiable Surface Representations. Automated Detection System for Adversarial Examples with High-Frequency Noises Sieve. A Stochastic Composite Gradient Method with Incremental Variance Reduction. Learning When to Drive in Intersections by Combining Reinforcement Learning and Model Predictive Control. Rotated F …