Scene Understanding

Paper Group ANR 977

January 28, 2020

Static Activation Function Normalization. Meta-Learning for Black-box Optimization. Graph Message Passing with Cross-location Attentions for Long-term ILI Prediction. Will this Course Increase or Decrease Your GPA? Towards Grade-aware Course Recommendation. Evolving Plasticity for Autonomous Learning under Changing Environmental Conditions. Dataflo …

Paper Group ANR 979

January 28, 2020

Contextual Bandits Evolving Over Finite Time. Cross-Domain Conditional Generative Adversarial Networks for Stereoscopic Hyperrealism in Surgical Training. Making Neural Machine Reading Comprehension Faster. Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs. Machine Reading Comprehension for Answer Re-Ranking i …

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 1076

January 27, 2020

Functional Correlations in the Pursuit of Performance Assessment of Classifiers. New nonasymptotic convergence rates of stochastic proximal pointalgorithm for convex optimization problems with many constraints. Robby is Not a Robber (anymore): On the Use of Institutions for Learning Normative Behavior. Using theoretical ROC curves for analysing mac …

Paper Group ANR 1105

January 27, 2020

Benchmarking Surrogate-Assisted Genetic Recommender Systems. Text classification with pixel embedding. Frequentist Consistency of Gaussian Process Regression. Stochasticity and Robustness in Spiking Neural Networks. Benchmarking the Robustness of Semantic Segmentation Models. Two Birds, One Stone: A Simple, Unified Model for Text Generation from St …

Paper Group ANR 1111

January 27, 2020

Panoptic Edge Detection. Distributed Linear Model Clustering over Networks: A Tree-Based Fused-Lasso ADMM Approach. Adversarial Examples for Edge Detection: They Exist, and They Transfer. Identification of Bugs and Vulnerabilities in TLS Implementation for Windows Operating System Using State Machine Learning. MBCAL: A Simple and Efficient Reinforc …

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 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 1195

January 27, 2020

Super-Resolution of PROBA-V Images Using Convolutional Neural Networks. On the Reduction of Variance and Overestimation of Deep Q-Learning. Hybrid Machine Learning Approach to Popularity Prediction of Newly Released Contents for Online Video Streaming Service. Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segment …

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. …

Paper Group ANR 1311

January 27, 2020

Multi-Sensor 3D Object Box Refinement for Autonomous Driving. SLOAM: Semantic Lidar Odometry and Mapping for Forest Inventory. Semantic Enrichment of Streaming Healthcare Data. Visualizing and Understanding the Effectiveness of BERT. Quadratic Surface Support Vector Machine with L1 Norm Regularization. Constructing a Data Visualization Recommender …

Paper Group ANR 1321

January 27, 2020

Attention Guided Anomaly Localization in Images. Adversarial FDI Attack against AC State Estimation with ANN. Object-Centric Task and Motion Planning in Dynamic Environments. Texture Underfitting for Domain Adaptation. Towards White-box Benchmarks for Algorithm Control. Experience Replay Optimization. Deep Parametric Indoor Lighting Estimation. Who …

Paper Group ANR 1363

January 26, 2020

Towards hardware acceleration for parton densities estimation. Fast Adaptation with Meta-Reinforcement Learning for Trust Modelling in Human-Robot Interaction. Robust Deep Sensing Through Transfer Learning in Cognitive Radio. Error Analysis of Elitist Random Search Heuristics. ZK-GanDef: A GAN based Zero Knowledge Adversarial Training Defense for N …

Paper Group ANR 1418

January 26, 2020

Procedural Synthesis of Remote Sensing Images for Robust Change Detection with Neural Networks. Humor Detection: A Transformer Gets the Last Laugh. A Drug Recommendation System (Dr.S) for cancer cell lines. Leveraging Auxiliary Text for Deep Recognition of Unseen Visual Relationships. DNN-based Speaker Embedding Using Subjective Inter-speaker Simil …

Paper Group ANR 1419

January 26, 2020

Gaze Training by Modulated Dropout Improves Imitation Learning. Wasserstein Neural Processes. Metareasoning in Modular Software Systems: On-the-Fly Configuration using Reinforcement Learning with Rich Contextual Representations. Cascading: Association Augmented Sequential Recommendation. SLM Lab: A Comprehensive Benchmark and Modular Software Frame …

Paper Group ANR 1423

January 26, 2020

Attention-Guided Lightweight Network for Real-Time Segmentation of Robotic Surgical Instruments. Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding. Improving Generalization in Meta Reinforcement Learning using Learned Objectives. Real-Time EEG Classification via Coresets for BCI Applications. Evaluating the Robustne …

Paper Group ANR 1430

January 26, 2020

Seismic data interpolation based on U-net with texture loss. Remote Estimation of Free-Flow Speeds. Google vs IBM: A Constraint Solving Challenge on the Job-Shop Scheduling Problem. Monocular Plan View Networks for Autonomous Driving. Argument Identification in Public Comments from eRulemaking. PEGASUS: Pre-training with Extracted Gap-sentences for …

Paper Group ANR 1465

January 26, 2020

OASIS: One-pass aligned Atlas Set for Image Segmentation. Scene recognition based on DNN and game theory with its applications in human-robot interaction. Comparing Greedy Constructive Heuristic Subtour Elimination Methods for the Traveling Salesman Problem. Adaptive and Compressive Beamforming Using Deep Learning for Medical Ultrasound. A Comparat …

Paper Group ANR 1474

January 26, 2020

Precise Estimation of Renal Vascular Dominant Regions Using Spatially Aware Fully Convolutional Networks, Tensor-Cut and Voronoi Diagrams. Integration of TensorFlow based Acoustic Model with Kaldi WFST Decoder. A Multi Purpose and Large Scale Speech Corpus in Persian and English for Speaker and Speech Recognition: the DeepMine Database. Partial AUC …

Paper Group ANR 1480

January 26, 2020

Learning latent state representation for speeding up exploration. Improving Generalization in Coreference Resolution via Adversarial Training. Non-convex Penalty for Tensor Completion and Robust PCA. Controllable Length Control Neural Encoder-Decoder via Reinforcement Learning. A New Distribution-Free Concept for Representing, Comparing, and Propag …

Paper Group ANR 1503

January 26, 2020

Deep Learning For Face Recognition: A Critical Analysis. Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification. The Seventh Answer Set Programming Competition: Design and Results. Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification. Graph Convolutional Networks: analysis, improve …

Paper Group ANR 1519

January 26, 2020

Sparse and Low-Rank Tensor Regression via Parallel Proximal Method. Academic Performance Estimation with Attention-based Graph Convolutional Networks. Affordance Learning In Direct Perception for Autonomous Driving. Fast Video Crowd Counting with a Temporal Aware Network. Density-based Community Detection/Optimization. Feature-aware Adaptation and …

Paper Group ANR 1537

January 26, 2020

Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding. Optimization of Inf-Convolution Regularized Nonconvex Composite Problems. Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures. Landscape Complexity for the Empirical Risk of Generalized Linear Models. Self-supervis …

Paper Group ANR 1681

January 25, 2020

Learning ASR-Robust Contextualized Embeddings for Spoken Language Understanding. Autonomous Highway Driving using Deep Reinforcement Learning. Accelerometer-Based Gait Segmentation: Simultaneously User and Adversary Identification. A Commentary on “Breaking Row and Column Symmetries in Matrix Models”. Transfer Learning-Based Outdoor Position Recove …

Paper Group ANR 1683

January 25, 2020

End-to-End Learning Using Cycle Consistency for Image-to-Caption Transformations. ANTNets: Mobile Convolutional Neural Networks for Resource Efficient Image Classification. Semi-Supervised Semantic Mapping through Label Propagation with Semantic Texture Meshes. Learning Representations by Humans, for Humans. Region Refinement Network for Salient Ob …

Paper Group ANR 1693

January 25, 2020

Interpretable Multiple-Kernel Prototype Learning for Discriminative Representation and Feature Selection. Ensemble Learning based Convexification of Power Flow with Application in OPF. MetaFusion: Controlled False-Negative Reduction of Minority Classes in Semantic Segmentation. Attention-Based Face AntiSpoofing of RGB Images, using a Minimal End-2- …

Paper Group ANR 1708

January 25, 2020

Meta-Learning for Contextual Bandit Exploration. CUNI System for the Building Educational Applications 2019 Shared Task: Grammatical Error Correction. A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings. Heterogeneous causal effects with imperfect compliance: a novel Bayesian machine learning approa …