Motion Estimation

Paper Group AWR 66

February 2, 2020

Grammatical Error Correction in Low-Resource Scenarios. An End-to-End Neighborhood-based Interaction Model for Knowledge-enhanced Recommendation. Click-Through Rate Prediction with the User Memory Network. DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion. Heavy-tailed kernels reveal a finer cluster structure in t-SNE visualisations. …

Paper Group AWR 69

February 2, 2020

Reconstructing faces from voices. Embedded Neural Networks for Robot Autonomy. Weakly-supervised Caricature Face Parsing through Domain Adaptation. Attribute-Driven Spontaneous Motion in Unpaired Image Translation. Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction. MinAtar: An Atari-Inspired Testbed for Thorough and Repro …

Paper Group AWR 202

February 1, 2020

Hyper-Path-Based Representation Learning for Hyper-Networks. Advancing GraphSAGE with A Data-Driven Node Sampling. Point-to-Point Video Generation. Semi-Supervised Classification on Non-Sparse Graphs Using Low-Rank Graph Convolutional Networks. VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation. Handwritten Indic Character Re …

Paper Group AWR 208

February 1, 2020

Augmentation for small object detection. ID-aware Quality for Set-based Person Re-identification. Similarity-DT: Kernel Similarity Embedding for Dynamic Texture Synthesis. Semantics-Aligned Representation Learning for Person Re-identification. MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation. PRECOG: PREdiction Conditioned On …

Paper Group AWR 263

February 1, 2020

A Scalable Hybrid Research Paper Recommender System for Microsoft Academic. A Bi-directional Transformer for Musical Chord Recognition. Exploring Deep Anomaly Detection Methods Based on Capsule Net. Topic-Enhanced Memory Networks for Personalised Point-of-Interest Recommendation. More Efficient Policy Learning via Optimal Retargeting. INFER: INterm …

Paper Group AWR 275

February 1, 2020

Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval. A Model to Search for Synthesizable Molecules. Binarized Knowledge Graph Embeddings. OpenBioLink: A benchmarking framework for large-scale biomedical link prediction. FastFusionNet: New State-of-the-Art for DAWNBench SQuAD. A Hitchhiker’s Guide to Statistical Comparison …

Paper Group AWR 297

February 1, 2020

Data-Free Quantization Through Weight Equalization and Bias Correction. Learning Humanoid Robot Running Skills through Proximal Policy Optimization. Meshed-Memory Transformer for Image Captioning. Don’t Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors. The Effect of Translationese in Machine Translation Test Sets. Benchmar …

Paper Group AWR 305

February 1, 2020

Unsupervised Network Embedding for Graph Visualization, Clustering and Classification. On Generalizing Detection Models for Unconstrained Environments. Learning Topological Representation for Networks via Hierarchical Sampling. SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver. MLSL: Multi-Level Self- …

Paper Group AWR 335

February 1, 2020

Loss Landscape Sightseeing with Multi-Point Optimization. Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night. Estimating Pedestrian Moving State Based on Single 2D Body Pose. Proposal, Tracking and Segmentation (PTS): A Cascaded Network for Video Object Segmentation. DMM-Net: Differentiable Mask-Matching Net …

Paper Group AWR 76

February 1, 2020

“Good Robot!": Efficient Reinforcement Learning for Multi-Step Visual Tasks with Sim to Real Transfer. White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks. PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows. LOST: A flexible framework for semi-automatic image annotation. CDPA: Common and Distinctive Pattern A …

Paper Group AWR 90

February 1, 2020

X-ray and Visible Spectra Circular Motion Images Dataset. Dual Averaging Method for Online Graph-structured Sparsity. Deep Triplet Quantization. On Tractable Computation of Expected Predictions. Repairing without Retraining: Avoiding Disparate Impact with Counterfactual Distributions. An Introduction to Probabilistic Spiking Neural Networks: Probab …

Paper Group ANR 196

January 31, 2020

An Online Sample Based Method for Mode Estimation using ODE Analysis of Stochastic Approximation Algorithms. Instance-wise Depth and Motion Learning from Monocular Videos. Database Meets Deep Learning: Challenges and Opportunities. Lift & Learn: Physics-informed machine learning for large-scale nonlinear dynamical systems. Gated Linear Networks. To …

Paper Group ANR 51

January 31, 2020

SpliceRadar: A Learned Method For Blind Image Forensics. Explaining Classifiers with Causal Concept Effect (CaCE). Object Reachability via Swaps under Strict and Weak Preferences. Designing Style Matching Conversational Agents. Convolutional Dictionary Pair Learning Network for Image Representation Learning. Physics-Informed Machine Learning Models …

Paper Group ANR 57

January 31, 2020

A comprehensive study of speech separation: spectrogram vs waveform separation. How model accuracy and explanation fidelity influence user trust. Machine learning approach for segmenting glands in colon histology images using local intensity and texture features. Iterative Path Reconstruction for Large-Scale Inertial Navigation on Smartphones. Pose …

Paper Group AWR 381

January 31, 2020

Real Time Visual Tracking using Spatial-Aware Temporal Aggregation Network. Temporal Reasoning via Audio Question Answering. DMCL: Distillation Multiple Choice Learning for Multimodal Action Recognition. Mimetics: Towards Understanding Human Actions Out of Context. EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks. Affect-bas …

Paper Group AWR 392

January 31, 2020

Traffic map prediction using UNet based deep convolutional neural network. OmniNet: A unified architecture for multi-modal multi-task learning. Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro. nnU-Net: Breaking the Spell on Successful Medical Image Segmentation. Real numbers, data science and chaos: How to fit a …

Paper Group ANR 248

January 30, 2020

Learning Quadrangulated Patches For 3D Shape Processing. A Numerical Investigation of the Minimum Width of a Neural Network. Is graph-based feature selection of genes better than random?. Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning. Restoring Arabic vowels through omission-tolerant dictionar …

Paper Group ANR 251

January 30, 2020

Modelling curvature of a bent paper leaf. Generating High-Resolution Fashion Model Images Wearing Custom Outfits. Active Learning for Network Intrusion Detection. VFNet: A Convolutional Architecture for Accent Classification. GraphZoom: A multi-level spectral approach for accurate and scalable graph embedding. On Network Embedding for Machine Learn …

Paper Group ANR 292

January 30, 2020

Iterative Dual Domain Adaptation for Neural Machine Translation. Learning Semantic Vector Representations of Source Code via a Siamese Neural Network. Policy Targeting under Network Interference. Phase-based Minimalist Parsing and complexity in non-local dependencies. Enhancing Remote Sensing Image Retrieval with Triplet Deep Metric Learning Networ …

Paper Group ANR 382

January 30, 2020

Consider ethical and social challenges in smart grid research. Discussion of “The Blessings of Multiple Causes” by Wang and Blei. Single Image Deblurring and Camera Motion Estimation with Depth Map. Sentiment and Sarcasm Classification with Multitask Learning. Ensemble Teaching for Hybrid Label Propagation. Probabilistic sequential matrix factoriza …

Paper Group ANR 545

January 29, 2020

Proceedings of the twelfth Workshop on Answer Set Programming and Other Computing Paradigms 2019. Perspective Taking in Deep Reinforcement Learning Agents. Unsupervised Context Rewriting for Open Domain Conversation. Deep Learning For Experimental Hybrid Terrestrial and Satellite Interference Management. A^2-Net: Molecular Structure Estimation from …

Paper Group ANR 578

January 29, 2020

Taming Momentum in a Distributed Asynchronous Environment. End-to-End Visual Speech Recognition for Small-Scale Datasets. Radial and Directional Posteriors for Bayesian Neural Networks. Discretization based Solutions for Secure Machine Learning against Adversarial Attacks. Pure Exploration with Multiple Correct Answers. A Ranking Model Motivated by …

Paper Group ANR 649

January 29, 2020

Migration through Machine Learning Lens – Predicting Sexual and Reproductive Health Vulnerability of Young Migrants. JUCBNMT at WMT2018 News Translation Task: Character Based Neural Machine Translation of Finnish to English. A Quantum Computational Approach to Correspondence Problems on Point Sets. Detecting Local Insights from Global Labels: Supe …

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 1019

January 28, 2020

The Computational Complexity of Fire Emblem Series and similar Tactical Role-Playing Games. 6D Object Pose Estimation without PnP. Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis. Penalized regression via the restricted bridge estimator. Some machine learning schemes for high-dimensional nonlinear PDEs. Predicti …

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 838

January 28, 2020

Accuracy of the Epic Sepsis Prediction Model in a Regional Health System. Radar-only ego-motion estimation in difficult settings via graph matching. Performance Analysis of Deep Autoencoder and NCA Dimensionality Reduction Techniques with KNN, ENN and SVM Classifiers. Budgeted Policy Learning for Task-Oriented Dialogue Systems. Face shape classific …

Paper Group ANR 875

January 28, 2020

Smooth Shells: Multi-Scale Shape Registration with Functional Maps. Properties of the Stochastic Approximation EM Algorithm with Mini-batch Sampling. Evolutionary techniques in lattice sieving algorithms. How are attributes expressed in face DCNNs?. Open Sesame: Getting Inside BERT’s Linguistic Knowledge. Efficient Multivariate Bandit Algorithm wit …