3D Object Detection

Paper Group ANR 356

January 30, 2020

MolecularRNN: Generating realistic molecular graphs with optimized properties. Deep Fitting Degree Scoring Network for Monocular 3D Object Detection. Voice command generation using Progressive Wavegans. A survey on acoustic sensing. Group-Connected Multilayer Perceptron Networks. Contrastive Reasons Detection and Clustering from Online Polarized De …

Paper Group ANR 403

January 30, 2020

Efficient Kernel-based Subsequence Search for User Identification from Walking Activity. Unsupervised Construction of Knowledge Graphs From Text and Code. Quantifying error contributions of computational steps, algorithms and hyperparameter choices in image classification pipelines. Bayesian Receiver Operating Characteristic Metric for Linear Class …

Paper Group ANR 421

January 30, 2020

Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction. A Review on Neural Network Models of Schizophrenia and Autism Spectrum Disorder. Intelligent Active Queue Management Using Explicit Congestion Notification. I Can See Clearly Now : Image Restoration via De-Raining. LSTM Networks Can Perform Dynamic Counting …

Paper Group ANR 436

January 30, 2020

Estimating Dynamic Conditional Spread Densities to Optimise Daily Storage Trading of Electricity. Towards Unsupervised Cancer Subtyping: Predicting Prognosis Using A Histologic Visual Dictionary. Boolean matrix factorization meets consecutive ones property. Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics. Neural Forest Le …

Paper Group ANR 502

January 29, 2020

Winograd Convolution for DNNs: Beyond linear polynomials. Artificial neural networks in action for an automated cell-type classification of biological neural networks. Object Viewpoint Classification Based 3D Bounding Box Estimation for Autonomous Vehicles. Adversarial Privacy Preservation under Attribute Inference Attack. Deep Learning Techniques …

Paper Group ANR 539

January 29, 2020

How Good is SGD with Random Shuffling?. Connecting exciton diffusion with surface roughness via deep learning. On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra-observer Variability in 2D Echocardiography Quality Assessment. Bayesian sparse convex clustering via global-local shrinkage priors. NASIB: Neural Archit …

Paper Group ANR 589

January 29, 2020

CLN2INV: Learning Loop Invariants with Continuous Logic Networks. Outlier Detection for Improved Data Quality and Diversity in Dialog Systems. Coherent Comment Generation for Chinese Articles with a Graph-to-Sequence Model. New Potential-Based Bounds for the Geometric-Stopping Version of Prediction with Expert Advice. Learning to design from humans …

Paper Group ANR 658

January 29, 2020

AlphaStock: A Buying-Winners-and-Selling-Losers Investment Strategy using Interpretable Deep Reinforcement Attention Networks. Microsoft AI Challenge India 2018: Learning to Rank Passages for Web Question Answering with Deep Attention Networks. Super Interaction Neural Network. Domain Authoring Assistant for Intelligent Virtual Agents. An Empirical …

Paper Group ANR 663

January 29, 2020

Robust X-ray Sparse-view Phase Tomography via Hierarchical Synthesis Convolutional Neural Networks. Genetic Algorithms and the Traveling Salesman Problem a historical Review. The PRIMPing Routine – Tiling through Proximal Alternating Linearized Minimization. Black-box Adversarial ML Attack on Modulation Classification. PuckNet: Estimating hockey p …

Paper Group ANR 676

January 29, 2020

Context-aware Deep Model for Entity Recommendation in Search Engine at Alibaba. Low-Memory Neural Network Training: A Technical Report. GRAPHENE: A Precise Biomedical Literature Retrieval Engine with Graph Augmented Deep Learning and External Knowledge Empowerment. VolMap: A Real-time Model for Semantic Segmentation of a LiDAR surrounding view. Imp …

Paper Group ANR 685

January 29, 2020

A General Framework for Complex Network-Based Image Segmentation. Laplacian Smoothing Stochastic Gradient Markov Chain Monte Carlo. LaserNet: An Efficient Probabilistic 3D Object Detector for Autonomous Driving. Predictability of diffusion-based recommender systems. Point Cloud Processing via Recurrent Set Encoding. Software Based Higher Order Stru …

Paper Group ANR 694

January 29, 2020

Interpreting and Improving Adversarial Robustness of Deep Neural Networks with Neuron Sensitivity. Duet at TREC 2019 Deep Learning Track. Efficient Online Quantum Generative Adversarial Learning Algorithms with Applications. Efficient Sample-based Neural Architecture Search with Learnable Predictor. Patch Refinement – Localized 3D Object Detection …

Paper Group ANR 762

January 29, 2020

Learning and T-Norms Theory. Mobile Recognition of Wikipedia Featured Sites using Deep Learning and Crowd-sourced Imagery. Efficient Object Detection Model for Real-Time UAV Applications. Real-Time 3D Model Tracking in Color and Depth on a Single CPU Core. Scene Graph based Image Retrieval – A case study on the CLEVR Dataset. ROI Regularization fo …

Paper Group ANR 1028

January 28, 2020

Diverse Behavior Is What Game AI Needs: Generating Varied Human-Like Playing Styles Using Evolutionary Multi-Objective Deep Reinforcement Learning. Evaluating structure learning algorithms with a balanced scoring function. What Makes Training Multi-Modal Classification Networks Hard?. Computing the Scope of Applicability for Acquired Task Knowledge …

Paper Group ANR 780

January 28, 2020

Real-Time Object Detection and Localization in Compressive Sensed Video on Embedded Hardware. Logical reduction of metarules. Forward-backward-forward methods with variance reduction for stochastic variational inequalities. Multi-Span Acoustic Modelling using Raw Waveform Signals. Human Gait Database for Normal Walk Collected by Smart Phone Acceler …

Paper Group ANR 789

January 28, 2020

Fast Point R-CNN. Encoding Musical Style with Transformer Autoencoders. Pathological spectra of the Fisher information metric and its variants in deep neural networks. Forecasting Transformative AI: An Expert Survey. Regression Equilibrium. MiSC: Mixed Strategies Crowdsourcing. Effects of Illumination on the Categorization of Shiny Materials. Towar …

Paper Group ANR 840

January 28, 2020

Analysis of Chinese Tourists in Japan by Text Mining of a Hotel Portal Site. Spatial and Temporal Consistency-Aware Dynamic Adaptive Streaming for 360-Degree Videos. Eigen Artificial Neural Networks. Data Poisoning Attacks on Stochastic Bandits. Regularization Shortcomings for Continual Learning. Sensor Fusion for Joint 3D Object Detection and Sema …

Paper Group ANR 860

January 28, 2020

Multi-Context Term Embeddings: the Use Case of Corpus-based Term Set Expansion. An End-to-End Framework to Identify Pathogenic Social Media Accounts on Twitter. Reinforced Imitation in Heterogeneous Action Space. Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of A …

Paper Group ANR 880

January 28, 2020

Unsupervised Lemmatization as Embeddings-Based Word Clustering. The Chi-Square Test of Distance Correlation. An Empirical Study of Propagation-based Methods for Video Object Segmentation. Event-based Feature Extraction Using Adaptive Selection Thresholds. Representation Learning on Graphs: A Reinforcement Learning Application. Multispectral and Hyp …

Paper Group ANR 974

January 28, 2020

Differentiable Sampling with Flexible Reference Word Order for Neural Machine Translation. Dynamic Approach for Lane Detection using Google Street View and CNN. Extracting Novel Facts from Tables for Knowledge Graph Completion (Extended version). Exploiting Model Sparsity in Adaptive MPC: A Compressed Sensing Viewpoint. Wind Estimation Using Quadco …

Paper Group ANR 975

January 28, 2020

Serif or Sans: Visual Font Analytics on Book Covers and Online Advertisements. Robustifying deep networks for image segmentation. Single Image Super-resolution via Dense Blended Attention Generative Adversarial Network for Clinical Diagnosis. Big Data Goes Small: Real-Time Spectrum-Driven Embedded Wireless Networking Through Deep Learning in the RF …

Paper Group ANR 976

January 28, 2020

The Wang-Landau Algorithm as Stochastic Optimization and Its Acceleration. Accurate Monocular Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving. A Unified Framework of Robust Submodular Optimization. Matrix Product State Based Quantum Classifier. GS3D: An Efficient 3D Object Detection Framework for Autonomous Driving. Re- …

Paper Group ANR 1110

January 27, 2020

6D Object Pose Estimation Based on 2D Bounding Box. Distributed Submodular Minimization via Block-Wise Updates and Communications. Explaining Landscape Connectivity of Low-cost Solutions for Multilayer Nets. A Multimodal Deep Network for the Reconstruction of T2W MR Images. Towards a New Understanding of the Training of Neural Networks with Mislabe …

Paper Group ANR 1122

January 27, 2020

Software Engineering Practices for Machine Learning. Towards Making the Most of BERT in Neural Machine Translation. Asymmetric GAN for Unpaired Image-to-image Translation. Improving a Quality of 3D Object Detection by Spatial Transformation Mechanism. Fully Automated Pancreas Segmentation with Two-stage 3D Convolutional Neural Networks. Object-Cent …

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 1194

January 27, 2020

Outside the Box: Abstraction-Based Monitoring of Neural Networks. Early Bird Catches the Worm: Predicting Returns Even Before Purchase in Fashion E-commerce. Black Box Submodular Maximization: Discrete and Continuous Settings. Salient Instance Segmentation via Subitizing and Clustering. Distilling importance sampling. Variational inference for neur …

Paper Group ANR 1215

January 27, 2020

Nonparametric Curve Alignment. Privacy Protection in Street-View Panoramas using Depth and Multi-View Imagery. Learning to Discretize: Solving 1D Scalar Conservation Laws via Deep Reinforcement Learning. Gradient Boosted Decision Tree Neural Network. Frustum VoxNet for 3D object detection from RGB-D or Depth images. Quantitative Depth Quality Asses …

Paper Group ANR 1216

January 27, 2020

Select and Attend: Towards Controllable Content Selection in Text Generation. Class Specific or Shared? A Hybrid Dictionary Learning Network for Image Classification. Lipi Gnani - A Versatile OCR for Documents in any Language Printed in Kannada Script. The H3D Dataset for Full-Surround 3D Multi-Object Detection and Tracking in Crowded Urban Scenes. …