Scene Understanding

Paper Group ANR 50

January 31, 2020

Safety Augmented Value Estimation from Demonstrations (SAVED): Safe Deep Model-Based RL for Sparse Cost Robotic Tasks. End-to-End Model-Free Reinforcement Learning for Urban Driving using Implicit Affordances. Unsupervised Projection Networks for Generative Adversarial Networks. Generating Semantic Adversarial Examples with Differentiable Rendering …

Paper Group ANR 81

January 31, 2020

On the convex geometry of blind deconvolution and matrix completion. A Knowledge Transfer Framework for Differentially Private Sparse Learning. Scalable Semi-Supervised SVM via Triply Stochastic Gradients. Pipelines for Procedural Information Extraction from Scientific Literature: Towards Recipes using Machine Learning and Data Science. Detecting A …

Paper Group AWR 379

January 31, 2020

#MeTooMA: Multi-Aspect Annotations of Tweets Related to the MeToo Movement. Simple yet efficient real-time pose-based action recognition. Automatic Creation of Text Corpora for Low-Resource Languages from the Internet: The Case of Swiss German. Unsupervised Dialog Structure Learning. EATEN: Entity-aware Attention for Single Shot Visual Text Extract …

Paper Group AWR 396

January 31, 2020

Power up! Robust Graph Convolutional Network against Evasion Attacks based on Graph Powering. Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization. The State of Knowledge Distillation for Classification. Learning an Urban Air Mobility Encounter Model from Expert Preferences. A Similarity Measure for Mate …

Paper Group AWR 409

January 31, 2020

VoIDext: Vocabulary and Patterns for Enhancing Interoperable Datasets with Virtual Links. Lookahead Optimizer: k steps forward, 1 step back. Loam_livox: A fast, robust, high-precision LiDAR odometry and mapping package for LiDARs of small FoV. Soil Texture Classification with 1D Convolutional Neural Networks based on Hyperspectral Data. Adversarial …

Paper Group AWR 436

January 31, 2020

TransNet: A deep network for fast detection of common shot transitions. Representation Learning-Assisted Click-Through Rate Prediction. Quasi-Newton Methods for Deep Learning: Forget the Past, Just Sample. Theory of the Frequency Principle for General Deep Neural Networks. Persistency of Excitation for Robustness of Neural Networks. Cascaded LSTMs …

Paper Group AWR 452

January 31, 2020

Stacked Capsule Autoencoders. ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents. Segmenting the Future. Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction. GradNet: Gradient-Guided Network for Visual Object Tracking. Retrieval-based Localization Based on Domain-invariant …

Paper Group ANR 283

January 30, 2020

Risk-Averse Planning Under Uncertainty. Deep-learning estimation of band gap with the reading-periodic-table method and periodic convolution layer. Deep learning as optimal control problems: models and numerical methods. Early Action Prediction with Generative Adversarial Networks. Inner-product Kernels are Asymptotically Equivalent to Binary Discr …

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 414

January 30, 2020

Analyzing Periodicity and Saliency for Adult Video Detection. A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots. Completely Unsupervised Speech Recognition By A Generative Adversarial Network Harmonized With Iteratively Refined Hidden Markov Models. A Hybrid Cooperative Co-evolution Algorithm Framework for Opti …

Paper Group ANR 447

January 30, 2020

Band-limited Training and Inference for Convolutional Neural Networks. Learning Probably Approximately Correct Maximin Strategies in Simulation-Based Games with Infinite Strategy Spaces. Active Scene Understanding via Online Semantic Reconstruction. Towards Omni-Supervised Face Alignment for Large Scale Unlabeled Videos. BARISTA: Efficient and Scal …

Paper Group ANR 452

January 30, 2020

Spatial Sampling Network for Fast Scene Understanding. On complexity of branching droplets in electrical field. DARNet: Deep Active Ray Network for Building Segmentation. Improving NeuroEvolution Efficiency by Surrogate Model-based Optimization with Phenotypic Distance Kernels. RankML: a Meta Learning-Based Approach for Pre-Ranking Machine Learning …

Paper Group ANR 526

January 29, 2020

MRI to CT Translation with GANs. Contextual Out-of-Domain Utterance Handling With Counterfeit Data Augmentation. Noisier2Noise: Learning to Denoise from Unpaired Noisy Data. VrR-VG: Refocusing Visually-Relevant Relationships. Accelerating Deconvolution on Unmodified CNN Accelerators for Generative Adversarial Networks – A Software Approach. Fully …

Paper Group ANR 547

January 29, 2020

Learning to Make Generalizable and Diverse Predictions for Retrosynthesis. Animating Landscape: Self-Supervised Learning of Decoupled Motion and Appearance for Single-Image Video Synthesis. Omnipush: accurate, diverse, real-world dataset of pushing dynamics with RGB-D video. Architecture-aware Network Pruning for Vision Quality Applications. SPFlow …

Paper Group ANR 557

January 29, 2020

General non-linear Bellman equations. Holistic++ Scene Understanding: Single-view 3D Holistic Scene Parsing and Human Pose Estimation with Human-Object Interaction and Physical Commonsense. ParNet: Position-aware Aggregated Relation Network for Image-Text matching. Variations of Genetic Algorithms. Conscientious Classification: A Data Scientist’s G …

Paper Group ANR 619

January 29, 2020

L2RS: A Learning-to-Rescore Mechanism for Automatic Speech Recognition. VizWiz Dataset Browser: A Tool for Visualizing Machine Learning Datasets. Robust Zero-Shot Cross-Domain Slot Filling with Example Values. Structural Material Property Tailoring Using Deep Neural Networks. A machine learning approach for underwater gas leakage detection. The Min …

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 718

January 29, 2020

Data-Efficient Mutual Information Neural Estimator. SHREWD: Semantic Hierarchy-based Relational Embeddings for Weakly-supervised Deep Hashing. Unsupervised Star Galaxy Classification with Cascade Variational Auto-Encoder. Multi-views Embedding for Cattle Re-identification. RODEO: Robust DE-aliasing autoencOder for Real-time Medical Image Reconstruc …

Paper Group ANR 742

January 29, 2020

Multiple Human Association between Top and Horizontal Views by Matching Subjects’ Spatial Distributions. Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning. Brief Review of Computational Intelligence Algorithms. Linguistic Analysis of Pretrained Sentence Encoders with Acceptability Judgments. Semi-super …

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 807

January 28, 2020

Large-Scale Statistical Survey of Magnetopause Reconnection. Optimally Compressed Nonparametric Online Learning. Deep learning languages: a key fundamental shift from probabilities to weights?. An Information Extraction and Knowledge Graph Platform for Accelerating Biochemical Discoveries. Dynamic Interaction-Aware Scene Understanding for Reinforce …

Paper Group ANR 808

January 28, 2020

It could be worse, it could be raining: reliable automatic meteorological forecasting. Optimal Learning of Mallows Block Model. Deep Learning for Vertex Reconstruction of Neutrino-Nucleus Interaction Events with Combined Energy and Time Data. Predicted disease compositions of human gliomas estimated from multiparametric MRI can predict endothelial …

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 861

January 28, 2020

OtoMechanic: Auditory Automobile Diagnostics via Query-by-Example. Questions to Guide the Future of Artificial Intelligence Research. Optimal Function Approximation with Relu Neural Networks. Adversarial Analysis of Natural Language Inference Systems. Inferring and Improving Street Maps with Data-Driven Automation. Weakly-Supervised Completion Mome …

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 …

Paper Group ANR 910

January 28, 2020

Answer Them All! Toward Universal Visual Question Answering Models. Hybrid Camera Pose Estimation with Online Partitioning. Serving Recurrent Neural Networks Efficiently with a Spatial Accelerator. Deep Structured Cross-Modal Anomaly Detection. DublinCity: Annotated LiDAR Point Cloud and its Applications. Task Agnostic Continual Learning via Meta L …

Paper Group ANR 956

January 28, 2020

Complete Dictionary Learning via $\ell^4$-Norm Maximization over the Orthogonal Group. OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge. Exploring Unsupervised Pretraining and Sentence Structure Modelling for Winograd Schema Challenge. Interaction-aware Decision Making with Adaptive Strategies under Merging Scenarios. Aski …

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- …