Optical Flow Estimation

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 643

January 29, 2020

Handling Divergent Reference Texts when Evaluating Table-to-Text Generation. Characterizing Activity on the Deep and Dark Web. CUNI System for the WMT19 Robustness Task. Literature Review of Action Recognition in the Wild. Learned Video Compression via Joint Spatial-Temporal Correlation Exploration. Online PCB Defect Detector On A New PCB Defect Da …

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 690

January 29, 2020

Adversarial View-Consistent Learning for Monocular Depth Estimation. Supervised Deep Neural Networks (DNNs) for Pricing/Calibration of Vanilla/Exotic Options Under Various Different Processes. Redistribution Mechanism on Networks. A Novel Multi-layer Framework for Tiny Obstacle Discovery. Solving Online Threat Screening Games using Constrained Acti …

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 713

January 29, 2020

Factorized Multimodal Transformer for Multimodal Sequential Learning. Lucene for Approximate Nearest-Neighbors Search on Arbitrary Dense Vectors. LiStereo: Generate Dense Depth Maps from LIDAR and Stereo Imagery. TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning. ExperienceThinking: Hyperparameter Optimization with Budget …

Paper Group ANR 716

January 29, 2020

Don’t Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference. Minimal penalties and the slope heuristics: a survey. A Study of the Effect of Resolving Negation and Sentiment Analysis in Recognizing Text Entailment for Arabic. Exploiting Oxide Based Resistive RAM Variability for Bayesian Neural Network Hardware Design. Real …

Paper Group ANR 729

January 29, 2020

Tracing State-Level Obesity Prevalence from Sentence Embeddings of Tweets: A Feasibility Study. Domain Agnostic Feature Learning for Image and Video Based Face Anti-spoofing. Learning from Irregularly Sampled Data for Endomicroscopy Super-resolution: A Comparative Study of Sparse and Dense Approaches. A new approach to forecast service parts demand …

Paper Group ANR 740

January 29, 2020

One-dimensional Deep Image Prior for Time Series Inverse Problems. A Semi-Supervised Machine Learning Approach to Detecting Recurrent Metastatic Breast Cancer Cases Using Linked Cancer Registry and Electronic Medical Record Data. Detecting Machine-Translated Paragraphs by Matching Similar Words. Subspace Robust Wasserstein Distances. Training recur …

Paper Group ANR 752

January 29, 2020

A Robust Iris Authentication System on GPU-Based Edge Devices using Multi-Modalities Learning Model. Alignment Free and Distortion Robust Iris Recognition. Optimized data exploration applied to the simulation of a chemical process. Only Time Can Tell: Discovering Temporal Data for Temporal Modeling. Merging variables: one technique of search in pse …

Paper Group ANR 1036

January 28, 2020

Learning Multi-Object Tracking and Segmentation from Automatic Annotations. Deep reinforcement learning in World-Earth system models to discover sustainable management strategies. Predicting Landslides Using Contour Aligning Convolutional Neural Networks. Image-Based Feature Representation for Insider Threat Classification. Improving a tf-idf weigh …

Paper Group ANR 1038

January 28, 2020

Multi-loss-aware Channel Pruning of Deep Networks. Semantic Segmentation of Seismic Images. The CM Algorithm for the Maximum Mutual Information Classifications of Unseen Instances. Learning Erdős-Rényi Graphs under Partial Observations: Concentration or Sparsity?. Global Temporal Representation based CNNs for Infrared Action Recognition. Data-Depen …

Paper Group ANR 1044

January 28, 2020

Efficient Learning of Distributed Linear-Quadratic Controllers. Self-Supervised Convolutional Subspace Clustering Network. Unsupervised Domain Adaptation of Language Models for Reading Comprehension. Deep Instance-Level Hard Negative Mining Model for Histopathology Images. Deep Flow-Guided Video Inpainting. Automatic Image Pixel Clustering based on …

Paper Group ANR 787

January 28, 2020

On Generalization Error Bounds of Noisy Gradient Methods for Non-Convex Learning. Ordinal Monte Carlo Tree Search. Improved Variational Neural Machine Translation by Promoting Mutual Information. Representing Formal Languages: A Comparison Between Finite Automata and Recurrent Neural Networks. Replication-based emulation of the response distributio …

Paper Group ANR 792

January 28, 2020

CreditPrint: Credit Investigation via Geographic Footprints by Deep Learning. Towards Learning to Detect and Predict Contact Events on Vision-based Tactile Sensors. Optical Flow Techniques for Facial Expression Analysis: Performance Evaluation and Improvements. SegMap: Segment-based mapping and localization using data-driven descriptors. A Comparat …

Paper Group ANR 796

January 28, 2020

GP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the Wild. Sim2real transfer learning for 3D human pose estimation: motion to the rescue. Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation. Bayesian Inference of Spacecraft Pose using …

Paper Group ANR 803

January 28, 2020

Confidence intervals for class prevalences under prior probability shift. A New Few-shot Segmentation Network Based on Class Representation. Deep Probabilistic Surrogate Networks for Universal Simulator Approximation. Universal Marginaliser for Deep Amortised Inference for Probabilistic Programs. Virtual Piano using Computer Vision. Strengthening t …

Paper Group ANR 815

January 28, 2020

Deep Learning based Cephalometric Landmark Identification using Landmark-dependent Multi-scale Patches. PILS: Exploring high-order neighborhoods by pattern mining and injection. Yes, we GAN: Applying Adversarial Techniques for Autonomous Driving. A novel classification-selection approach for the self updating of template-based face recognition syst …

Paper Group ANR 842

January 28, 2020

Investment Ranking Challenge: Identifying the best performing stocks based on their semi-annual returns. End-to-end Recurrent Multi-Object Tracking and Trajectory Prediction with Relational Reasoning. When is a Prediction Knowledge?. Biconditional Generative Adversarial Networks for Multiview Learning with Missing Views. Dissecting Non-Vacuous Gene …

Paper Group ANR 846

January 28, 2020

Operational Calibration: Debugging Confidence Errors for DNNs in the Field. Attentional Policies for Cross-Context Multi-Agent Reinforcement Learning. Computer-supported Analysis of Positive Properties, Ultrafilters and Modal Collapse in Variants of Gödel’s Ontological Argument. Deep Direct Visual Odometry. A Keyframe-based Continuous Visual SLAM f …

Paper Group ANR 864

January 28, 2020

Road User Detection in Videos. Comment on “Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network”. Chart Auto-Encoders for Manifold Structured Data. A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms. Representation Learning of Music Using Artist, Album, and Track Information. Validation of image-guided c …

Paper Group ANR 866

January 28, 2020

Novel semi-metrics for multivariate change point analysis and anomaly detection. Fast and deep neuromorphic learning with time-to-first-spike coding. Multi-class Novelty Detection Using Mix-up Technique. Cross-Platform Performance Portability Using Highly Parametrized SYCL Kernels. Hierarchical approach to classify food scenes in egocentric photo-s …

Paper Group ANR 877

January 28, 2020

Convergence Guarantees for Adaptive Bayesian Quadrature Methods. Variance Reduction in Actor Critic Methods (ACM). Evolutionary Cell Aided Design for Neural Network Architectures. A Scalable Predictive Maintenance Model for Detecting Wind Turbine Component Failures Based on SCADA Data. Atari-fying the Vehicle Routing Problem with Stochastic Service …

Paper Group ANR 879

January 28, 2020

HistoNet: Predicting size histograms of object instances. Multi-Preference Actor Critic. Self-supervised Object Motion and Depth Estimation from Video. An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale. Adaptive Symmetric Reward Noising for Reinforcement Learning. Escaping Saddle Points with Adaptive Gradient …

Paper Group ANR 891

January 28, 2020

Evaluating Local Geometric Feature Representations for 3D Rigid Data Matching. Machine Learning on data with sPlot background subtraction. Event-based Object Detection and Tracking for Space Situational Awareness. Semantic Graph Convolutional Network for Implicit Discourse Relation Classification. Bayesian interpretation of SGD as Ito process. Mult …

Paper Group ANR 908

January 28, 2020

Wearable Sensor Data Based Human Activity Recognition using Machine Learning: A new approach. Privacy-Utility Trade-off of Linear Regression under Random Projections and Additive Noise. Milli-RIO: Ego-Motion Estimation with Millimetre-Wave Radar and Inertial Measurement Unit Sensor. Oriented Boxes for Accurate Instance Segmentation. Accelerating Mi …

Paper Group ANR 919

January 28, 2020

Local Area Transform for Cross-Modality Correspondence Matching and Deep Scene Recognition. Simultaneous Neural Machine Translation using Connectionist Temporal Classification. Neural Machine Translation with Explicit Phrase Alignment. Precipitation Nowcasting with Satellite Imagery. Chinese Street View Text: Large-scale Chinese Text Reading with P …

Paper Group ANR 927

January 28, 2020

Attention-based Deep Reinforcement Learning for Multi-view Environments. Machine Learning on EPEX Order Books: Insights and Forecasts. Rethinking the Artificial Neural Networks: A Mesh of Subnets with a Central Mechanism for Storing and Predicting the Data. Analyzing Privacy Loss in Updates of Natural Language Models. Interactive Differentiable Sim …