Object Detection

Paper Group ANR 1649

January 25, 2020

Building Dynamic Knowledge Graphs from Text-based Games. Drishtikon: An advanced navigational aid system for visually impaired people. Unsupervised routine discovery in egocentric photo-streams. Action Recognition Using Volumetric Motion Representations. Coloring the Black Box: Visualizing neural network behavior with a self-introspective model. Op …

Paper Group ANR 1651

January 25, 2020

Rosetta: Large scale system for text detection and recognition in images. Asynchronous Single-Photon 3D Imaging. Zap Q-Learning for Optimal Stopping Time Problems. Fingerprint Recognition under Missing Image Pixels Scenario. Privacy preserving Neural Network Inference on Encrypted Data with GPUs. Tackling Initial Centroid of K-Means with Distance P …

Paper Group ANR 1656

January 25, 2020

OCTNet: Trajectory Generation in New Environments from Past Experiences. MAMPS: Safe Multi-Agent Reinforcement Learning via Model Predictive Shielding. Evaluation of a Dual Convolutional Neural Network Architecture for Object-wise Anomaly Detection in Cluttered X-ray Security Imagery. Simultaneous Contact, Gait and Motion Planning for Robust Multi- …

Paper Group ANR 1658

January 25, 2020

Learning from Web Data with Self-Organizing Memory Module. Cloud-based Image Classification Service Is Not Robust To Simple Transformations: A Forgotten Battlefield. Super-Resolved Image Perceptual Quality Improvement via Multi-Feature Discriminators. Learning to Detect and Retrieve Objects from Unlabeled Videos. Sentiment Tagging with Partial Labe …

Paper Group ANR 1661

January 25, 2020

Triplet-Aware Scene Graph Embeddings. Machine Learning at Microsoft with ML .NET. Efficient Data Analytics on Augmented Similarity Triplets. Learning Sparse Mixture of Experts for Visual Question Answering. Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering. A Multi …

Paper Group ANR 1664

January 25, 2020

Latent Relation Language Models. Data Extraction from Charts via Single Deep Neural Network. Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret. Financial Applications of Gaussian Processes and Bayesian Optimization. Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation. Compositi …

Paper Group ANR 1667

January 25, 2020

Word-order biases in deep-agent emergent communication. Motion Planning Networks: Bridging the Gap Between Learning-based and Classical Motion Planners. A Speech Act Classifier for Persian Texts and its Application in Identify Speech Act of Rumors. MGP-AttTCN: An Interpretable Machine Learning Model for the Prediction of Sepsis. Time series model s …

Paper Group ANR 1669

January 25, 2020

Distilled embedding: non-linear embedding factorization using knowledge distillation. Variance Reduction for Evolution Strategies via Structured Control Variates. Speech Recognition With No Speech Or With Noisy Speech Beyond English. Stochastic Filter Groups for Multi-Task CNNs: Learning Specialist and Generalist Convolution Kernels. Safe Interacti …

Paper Group ANR 1671

January 25, 2020

Split Batch Normalization: Improving Semi-Supervised Learning under Domain Shift. Copy this Sentence. Faster Algorithms for High-Dimensional Robust Covariance Estimation. Learning from Adversarial Features for Few-Shot Classification. A Walk-based Model on Entity Graphs for Relation Extraction. On-line Non-Convex Constrained Optimization. Detector …

Paper Group ANR 1673

January 25, 2020

DeGAN : Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier. Accurate and Fast Retrieval for Complex Non-metric Data via Neighborhood Graphs. Estimating Forces of Robotic Pouring Using a LSTM RNN. Domain Adaptation Regularization for Spectral Pruning. Mixture Modeling of Global Shape Priors and Autoencoding Local Inte …

Paper Group ANR 1678

January 25, 2020

Content Word-based Sentence Decoding and Evaluating for Open-domain Neural Response Generation. Analysis and Extension of the Evidential Reasoning Algorithm for Multiple Attribute Decision Analysis with Uncertainty. Unsupervised Representation Learning by Predicting Random Distances. A general anomaly detection framework for fleet-based condition m …

Paper Group ANR 1679

January 25, 2020

Deep Reasoning with Multi-Scale Context for Salient Object Detection. Mixed Precision DNNs: All you need is a good parametrization. Neural network gradient-based learning of black-box function interfaces. Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-Scale Booster. Salient Object Detection with Lossless Feature Reflection an …

Paper Group ANR 1681

January 25, 2020

Learning ASR-Robust Contextualized Embeddings for Spoken Language Understanding. Autonomous Highway Driving using Deep Reinforcement Learning. Accelerometer-Based Gait Segmentation: Simultaneously User and Adversary Identification. A Commentary on “Breaking Row and Column Symmetries in Matrix Models”. Transfer Learning-Based Outdoor Position Recove …

Paper Group ANR 1682

January 25, 2020

LeanConvNets: Low-cost Yet Effective Convolutional Neural Networks. A Comprehensive Performance Evaluation for 3D Transformation Estimation Techniques. Unsupervised Anomaly Detection in Stream Data with Online Evolving Spiking Neural Networks. Community-Level Anomaly Detection for Anti-Money Laundering. How is Your Mood When Writing Sexist tweets? …

Paper Group ANR 1683

January 25, 2020

End-to-End Learning Using Cycle Consistency for Image-to-Caption Transformations. ANTNets: Mobile Convolutional Neural Networks for Resource Efficient Image Classification. Semi-Supervised Semantic Mapping through Label Propagation with Semantic Texture Meshes. Learning Representations by Humans, for Humans. Region Refinement Network for Salient Ob …

Paper Group ANR 1684

January 25, 2020

Unsupervised Method to Localize Masses in Mammograms. Aligning Biomedical Metadata with Ontologies Using Clustering and Embeddings. Interpretable Text Classification Using CNN and Max-pooling. Time Series Imputation. Predicting Specificity in Classroom Discussion. Information Bottleneck and its Applications in Deep Learning. Segmentation is All You …

Paper Group ANR 1686

January 25, 2020

Explicit Disentanglement of Appearance and Perspective in Generative Models. Few-Shot Point Cloud Region Annotation with Human in the Loop. Transfer Adaptation Learning: A Decade Survey. Using Bi-Directional Information Exchange to Improve Decentralized Schedule-Driven Traffic Control. Sparse Parallel Training of Hierarchical Dirichlet Process Topi …

Paper Group ANR 1687

January 25, 2020

A Framework for Building Closed-Domain Chat Dialogue Systems. A Bulirsch-Stoer algorithm using Gaussian processes. Object detection on aerial imagery using CenterNet. Robust Synthesis of Adversarial Visual Examples Using a Deep Image Prior. Facial Micro-Expression Spotting and Recognition using Time Contrasted Feature with Visual Memory. Interval t …

Paper Group ANR 1689

January 25, 2020

Knowledge-Induced Learning with Adaptive Sampling Variational Autoencoders for Open Set Fault Diagnostics. Kernel-Based Ensemble Learning in Python. Combining Q&A Pair Quality and Question Relevance Features on Community-based Question Retrieval. Computation Reallocation for Object Detection. Deep Learning for Automated Classification and Character …

Paper Group ANR 1693

January 25, 2020

Interpretable Multiple-Kernel Prototype Learning for Discriminative Representation and Feature Selection. Ensemble Learning based Convexification of Power Flow with Application in OPF. MetaFusion: Controlled False-Negative Reduction of Minority Classes in Semantic Segmentation. Attention-Based Face AntiSpoofing of RGB Images, using a Minimal End-2- …

Paper Group ANR 1695

January 25, 2020

Q-DATA: Enhanced Traffic Flow Monitoring in Software-Defined Networks applying Q-learning. end-to-end training of a large vocabulary end-to-end speech recognition system. Low-rank Random Tensor for Bilinear Pooling. Analyzing Customer Feedback for Product Fit Prediction. Efficient Contextual Representation Learning Without Softmax Layer. Weakly-Sup …

Paper Group ANR 1696

January 25, 2020

Leveraging End-to-End Speech Recognition with Neural Architecture Search. RWNE: A Scalable Random-Walk based Network Embedding Framework with Personalized Higher-order Proximity Preserved. A multi-agent system approach in evaluating human spatio-temporal vulnerability to seismic risk using social attachment. Clustering by the way of atomic fission. …

Paper Group ANR 1707

January 25, 2020

From Abstractions to “Natural Languages” for Coordinating Planning Agents. A Unified Bellman Optimality Principle Combining Reward Maximization and Empowerment. Elementos da teoria de aprendizagem de máquina supervisionada. Robust Real-time Pedestrian Detection in Aerial Imagery on Jetson TX2. Learning to Sample: an Active Learning Framework. Autom …

Paper Group ANR 1708

January 25, 2020

Meta-Learning for Contextual Bandit Exploration. CUNI System for the Building Educational Applications 2019 Shared Task: Grammatical Error Correction. A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings. Heterogeneous causal effects with imperfect compliance: a novel Bayesian machine learning approa …

Paper Group ANR 1714

January 25, 2020

Finite-Sample Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation. Fair Distributions from Biased Samples: A Maximum Entropy Optimization Framework. A New Framework for Multi-Agent Reinforcement Learning – Centralized Training and Exploration with Decentralized Execution via Policy Distillation. Multi-Agent Re …

Paper Group ANR 1715

January 25, 2020

Machine Learning as Ecology. DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision. Understanding the Importance of Single Directions via Representative Substitution. A Self-consistent-field Iteration for Orthogonal Canonical Correlation Analysis. PixelSteganalysis: Pixel-wise Hidden Information Removal with Low Visual Degrad …

Paper Group ANR 1716

January 25, 2020

Automatic Cobb Angle Detection using Vertebra Detector and Vertebra Corners Regression. Nearest-Neighbour-Induced Isolation Similarity and its Impact on Density-Based Clustering. Combining Compositional Models and Deep Networks For Robust Object Classification under Occlusion. DR$\vert$GRADUATE: uncertainty-aware deep learning-based diabetic retino …

Paper Group ANR 1717

January 25, 2020

Semi-Supervised Graph Embedding for Multi-Label Graph Node Classification. Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing. Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation. Verification and Validation of Semantic Annotations. A difficulty ranking approa …