Optical Flow Estimation

Paper Group ANR 937

January 28, 2020

Salient Object Detection with Purificatory Mechanism and Structural Similarity Loss. Expanding the Text Classification Toolbox with Cross-Lingual Embeddings. Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms. Gradient Noise Convolution (GNC): Smoothing Loss Function for Distributed Large-Batch SGD. DA …

Paper Group ANR 949

January 28, 2020

Retinal Vessels Segmentation Based on Dilated Multi-Scale Convolutional Neural Network. Prediction Uncertainty Estimation for Hate Speech Classification. Behavior Gated Language Models. It GAN DO Better: GAN-based Detection of Objects on Images with Varying Quality. Scalable Deep Learning on Distributed Infrastructures: Challenges, Techniques and T …

Paper Group ANR 999

January 28, 2020

Increasing the Generalisation Capacity of Conditional VAEs. Unsupervised Question Answering by Cloze Translation. A Comparative Analysis of the Optimization and Generalization Property of Two-layer Neural Network and Random Feature Models Under Gradient Descent Dynamics. Cross-Modal Data Programming Enables Rapid Medical Machine Learning. Plain Eng …

Paper Group ANR 1068

January 27, 2020

Siam R-CNN: Visual Tracking by Re-Detection. Improve Object Detection by Data Enhancement based on Generative Adversarial Nets. RED: A ReRAM-based Deconvolution Accelerator. VAE-based regularization for deep speaker embedding. AANet: Attribute Attention Network for Person Re-Identifications. LSMI-Sinkhorn: Semi-supervised Squared-Loss Mutual Inform …

Paper Group ANR 1072

January 27, 2020

Alleviating Label Switching with Optimal Transport. On Estimating Maximum Sum Rate of MIMO Systems with Successive Zero-Forcing Dirty Paper Coding and Per-antenna Power Constraint. Learning Optimal Solutions for Extremely Fast AC Optimal Power Flow. Taming Unbalanced Training Workloads in Deep Learning with Partial Collective Operations. Weighted P …

Paper Group ANR 1073

January 27, 2020

AMNet: Deep Atrous Multiscale Stereo Disparity Estimation Networks. Toward Automated Quest Generation in Text-Adventure Games. PWOC-3D: Deep Occlusion-Aware End-to-End Scene Flow Estimation. Real-Time Dense Stereo Embedded in A UAV for Road Inspection. A fast multi-object tracking system using an object detector ensemble. SDC - Stacked Dilated Conv …

Paper Group ANR 1079

January 27, 2020

Reachability and Coverage Planning for Connected Agents: Extended Version. Amora: Black-box Adversarial Morphing Attack. Dynamic Graph Attention for Referring Expression Comprehension. Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images. Detection of LDDoS Atta …

Paper Group ANR 1102

January 27, 2020

The Step Decay Schedule: A Near Optimal, Geometrically Decaying Learning Rate Procedure For Least Squares. Column generation for the discrete Unit Commitment problem with min-stop ramping constraints. Automated Circuit Approximation Method Driven by Data Distribution. Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture …

Paper Group ANR 1109

January 27, 2020

A novel algorithm for segmentation of leukocytes in peripheral blood. Making Classical Machine Learning Pipelines Differentiable: A Neural Translation Approach. Efficient Adversarial Training with Transferable Adversarial Examples. Visual Rhythm Prediction with Feature-Aligning Network. Long-Range Indoor Navigation with PRM-RL. Quantum Expectation- …

Paper Group ANR 1120

January 27, 2020

A Single Video Super-Resolution GAN for Multiple Downsampling Operators based on Pseudo-Inverse Image Formation Models. Application of Different Simulated Spectral Data and Machine Learning to Estimate the Chlorophyll a Concentration of Several Inland Waters. Food for thought: Ethical considerations of user trust in computer vision. Learning from M …

Paper Group ANR 1124

January 27, 2020

Stealing Knowledge from Protected Deep Neural Networks Using Composite Unlabeled Data. A Human-in-the-loop Framework to Construct Context-dependent Mathematical Formulations of Fairness. Learning Probabilities: Towards a Logic of Statistical Learning. Adversarial Training Can Hurt Generalization. BenchCouncil’s View on Benchmarking AI and Other Eme …

Paper Group ANR 1126

January 27, 2020

Temporal Reasoning Graph for Activity Recognition. Invisible Marker: Automatic Annotation of Segmentation Masks for Object Manipulation. A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text. Deep Representation Learning Characterized by Inter-class Separation for Image Clustering. On Using Retrained and Incremental Machine Learnin …

Paper Group ANR 1142

January 27, 2020

Random projections: data perturbation for classification problems. Computational Separations between Sampling and Optimization. Optimal Farsighted Agents Tend to Seek Power. High-Throughput Machine Learning from Electronic Health Records. Machine learning and serving of discrete field theories – when artificial intelligence meets the discrete univ …

Paper Group ANR 1149

January 27, 2020

On Boosting Semantic Street Scene Segmentation with Weak Supervision. Intra-clip Aggregation for Video Person Re-identification. Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence. Multi-Scale Body-Part Mask Guided Attention for Person Re-identification. Person Re-identification with Metric Learning using Privileged Informa …

Paper Group ANR 1171

January 27, 2020

CUDA: Contradistinguisher for Unsupervised Domain Adaptation. Importance-Aware Learning for Neural Headline Editing. Would a File by Any Other Name Seem as Malicious?. COPYCAT: Practical Adversarial Attacks on Visualization-Based Malware Detection. Multi-scale Deep Neural Networks for Solving High Dimensional PDEs. How Does Batch Normalization Help …

Paper Group ANR 1192

January 27, 2020

Systematic Comparison of the Influence of Different Data Preprocessing Methods on the Classification of Gait Using Machine Learning. Saliency Detection With Fully Convolutional Neural Network. Modelling the Socialization of Creative Agents in a Master-Apprentice Setting: The Case of Movie Title Puns. Atlas-based automated detection of swim bladder …

Paper Group ANR 1206

January 27, 2020

Lattice-Based Fuzzy Medical Expert System for Low Back Pain Management. Real-time Anomaly Detection and Classification in Streaming PMU Data. Informed Machine Learning – A Taxonomy and Survey of Integrating Knowledge into Learning Systems. Naver at ActivityNet Challenge 2019 – Task B Active Speaker Detection (AVA). Optimizer Benchmarking Needs to …

Paper Group ANR 1226

January 27, 2020

CheckNet: Secure Inference on Untrusted Devices. Learning to Grasp from 2.5D images: a Deep Reinforcement Learning Approach. A Probabilistic Framework for Learning Domain Specific Hierarchical Word Embeddings. Modern Problems Require Modern Solutions: Hybrid Concepts for Industrial Intrusion Detection. Real-Time Object Tracking via Meta-Learning: E …

Paper Group ANR 1228

January 27, 2020

Adaptive surrogate models for parametric studies. Signed Link Prediction with Sparse Data: The Role of Personality Information. AssembleNet: Searching for Multi-Stream Neural Connectivity in Video Architectures. Fault-Tolerant Routing in Hypercube Networks by Avoiding Faulty Nodes. FARSA: Fully Automated Roadway Safety Assessment. Efficient Identif …

Paper Group ANR 1248

January 27, 2020

Personalised novel and explainable matrix factorisation. C-SALT: Mining Class-Specific ALTerations in Boolean Matrix Factorization. Uncalibrated Deflectometry with a Mobile Device on Extended Specular Surfaces. Feature Fusion for Robust Patch Matching With Compact Binary Descriptors. Modeling Sensorimotor Coordination as Multi-Agent Reinforcement L …

Paper Group ANR 1254

January 27, 2020

Current Challenges in Spoken Dialogue Systems and Why They Are Critical for Those Living with Dementia. Optimising the Input Image to Improve Visual Relationship Detection. Deep Learning for Stock Selection Based on High Frequency Price-Volume Data. Combining nonparametric spatial context priors with nonparametric shape priors for dendritic spine s …

Paper Group ANR 1257

January 27, 2020

EdgeFool: An Adversarial Image Enhancement Filter. Spoof detection using time-delay shallow neural network and feature switching. Pairwise Neural Machine Translation Evaluation. Recurrent Neural Networks (RNNs): A gentle Introduction and Overview. Multi-Frame GAN: Image Enhancement for Stereo Visual Odometry in Low Light. A sub-Riemannian model of …

Paper Group ANR 1261

January 27, 2020

Residual Pyramid FCN for Robust Follicle Segmentation. A Zero-Shot Learning application in Deep Drawing process using Hyper-Process Model. The Intrinsic Scale of Networks is Small. Convolutional Neural Network-aided Bit-flipping for Belief Propagation Decoding of Polar Codes. Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide …

Paper Group ANR 1273

January 27, 2020

Experimental Study on CTL model checking using Machine Learning. SROBB: Targeted Perceptual Loss for Single Image Super-Resolution. DeepVIO: Self-supervised Deep Learning of Monocular Visual Inertial Odometry using 3D Geometric Constraints. Mitigating Noisy Inputs for Question Answering. Architecture Search of Dynamic Cells for Semantic Video Segme …

Paper Group ANR 1282

January 27, 2020

Human-like Decision Making for Autonomous Driving via Adversarial Inverse Reinforcement Learning. Technical Report on Visual Quality Assessment for Frame Interpolation. Understanding the Mechanism of Deep Learning Framework for Lesion Detection in Pathological Images with Breast Cancer. Simulation Model of Two-Robot Cooperation in Common Operating …

Paper Group ANR 1305

January 27, 2020

Power Weighted Shortest Paths for Clustering Euclidean Data. Cyclic Functional Mapping: Self-supervised correspondence between non-isometric deformable shapes. Deep Reinforcement Learning for Online Advertising in Recommender Systems. Using Restart Heuristics to Improve Agent Performance in Angry Birds. Flash X-ray diffraction imaging in 3D: a prop …

Paper Group ANR 1307

January 27, 2020

Simulating Execution Time of Tensor Programs using Graph Neural Networks. Towards Robust Image Classification Using Sequential Attention Models. Pay Attention: Leveraging Sequence Models to Predict the Useful Life of Batteries. A Noise-Robust Fast Sparse Bayesian Learning Model. Interpreting chest X-rays via CNNs that exploit disease dependencies a …

Paper Group ANR 1318

January 27, 2020

Diverse mini-batch Active Learning. A Radio Signal Modulation Recognition Algorithm Based on Residual Networks and Attention Mechanisms. FAMNet: Joint Learning of Feature, Affinity and Multi-dimensional Assignment for Online Multiple Object Tracking. Joint Segmentation and Landmark Localization of Fetal Femur in Ultrasound Volumes. Super accurate l …