Saliency Detection

Paper Group AWR 102

October 21, 2019

Multimodal Generative Models for Scalable Weakly-Supervised Learning. Topology classification with deep learning to improve real-time event selection at the LHC. Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder. emrQA: A Large Corpus for Question Answering on Electronic Medical Records. Differentiable Fine-gra …

Paper Group AWR 75

October 21, 2019

EMI: Exploration with Mutual Information. Hierarchical Methods of Moments. Classification from Pairwise Similarity and Unlabeled Data. A tutorial on Particle Swarm Optimization Clustering. Exploiting Unintended Feature Leakage in Collaborative Learning. Road Damage Detection And Classification In Smartphone Captured Images Using Mask R-CNN. Multimo …

Paper Group ANR 56

October 20, 2019

WRPN & Apprentice: Methods for Training and Inference using Low-Precision Numerics. Fenchel Lifted Networks: A Lagrange Relaxation of Neural Network Training. A New Multi-vehicle Trajectory Generator to Simulate Vehicle-to-Vehicle Encounters. Unsupervised Domain Adaptation using Generative Models and Self-ensembling. Efficient Facial Representation …

Paper Group ANR 77

October 20, 2019

Chi-Square Test Neural Network: A New Binary Classifier based on Backpropagation Neural Network. Comparison between DeepESNs and gated RNNs on multivariate time-series prediction. Machine Learning for Health (ML4H) Workshop at NeurIPS 2018. Exploiting Explicit Paths for Multi-hop Reading Comprehension. Color naming reflects both perceptual structur …

Paper Group ANR 78

October 20, 2019

Higher-order Graph Convolutional Networks. Unsupervised learning of foreground object detection. Online learning with kernel losses. Adaptation and Re-Identification Network: An Unsupervised Deep Transfer Learning Approach to Person Re-Identification. Computational Graph Approach for Detection of Composite Human Activities. AAD: Adaptive Anomaly De …

Paper Group ANR 94

October 20, 2019

Feature Decomposition Based Saliency Detection in Electron Cryo-Tomograms. Transfer Learning for Estimating Causal Effects using Neural Networks. Adversarial Binary Coding for Efficient Person Re-identification. Model-Free Control for Distributed Stream Data Processing using Deep Reinforcement Learning. Protecting JPEG Images Against Adversarial At …

Paper Group ANR 288

October 19, 2019

Real-time Monocular Visual Odometry for Turbid and Dynamic Underwater Environments. Adversarial Label Learning. A Proposal of Interactive Growing Hierarchical SOM. End-to-End Sound Source Separation Conditioned On Instrument Labels. Video Smoke Detection Based on Deep Saliency Network. Neural Image Compression for Gigapixel Histopathology Image Ana …

Paper Group ANR 303

October 19, 2019

Refining Manually-Designed Symbol Grounding and High-Level Planning by Policy Gradients. Big Data Analytics for Wireless and Wired Network Design: A Survey. Convolutional neural network based automatic plaque characterization from intracoronary optical coherence tomography images. What the Vec? Towards Probabilistically Grounded Embeddings. Native …

Paper Group ANR 367

October 19, 2019

Robust Structured Multi-task Multi-view Sparse Tracking. Single Bitmap Block Truncation Coding of Color Images Using Hill Climbing Algorithm. Learning to track on-the-fly using a particle filter with annealed- weighted QPSO modeled after a singular Dirac delta potential. Analysis of Multilingual Sequence-to-Sequence speech recognition systems. Pred …

Paper Group ANR 470

October 18, 2019

Channel Gating Neural Networks. Party Matters: Enhancing Legislative Embeddings with Author Attributes for Vote Prediction. Nonlinear regression based on a hybrid quantum computer. Deep learning based 2.5D flow field estimation for maximum intensity projections of 4D optical coherence tomography. Generating Bilingual Pragmatic Color References. Qua …

Paper Group ANR 506

October 18, 2019

Semblance: A Rank-Based Kernel on Probability Spaces for Niche Detection. A Bayesian Model for Activities Recommendation and Event Structure Optimization Using Visitors Tracking. Neural Architecture Search: A Survey. Variance Suppression: Balanced Training Process in Deep Learning. Comparison of Semantic Segmentation Approaches for Horizon/Sky Line …

Paper Group ANR 550

October 18, 2019

Escaping from Collapsing Modes in a Constrained Space. Area-preserving mapping of 3D ultrasound carotid artery images using density-equalizing reference map. Cooperative Starting Movement Detection of Cyclists Using Convolutional Neural Networks and a Boosted Stacking Ensemble. Deep saliency: What is learnt by a deep network about saliency?. Deep f …

Paper Group ANR 577

October 18, 2019

Non-rigid Object Tracking via Deep Multi-scale Spatial-temporal Discriminative Saliency Maps. Corresponding Supine and Prone Colon Visualization Using Eigenfunction Analysis and Fold Modeling. Geared Rotationally Identical and Invariant Convolutional Neural Network Systems. Data Driven Chiller Plant Energy Optimization with Domain Knowledge. A Theo …

Paper Group ANR 609

October 18, 2019

Tensor-based Nonlinear Classifier for High-Order Data Analysis. Nested Reasoning About Autonomous Agents Using Probabilistic Programs. Expolring Architectures for CNN-Based Word Spotting. Grand Challenge: Real-time Destination and ETA Prediction for Maritime Traffic. Multi-channel discourse as an indicator for Bitcoin price and volume movements. Ma …

Paper Group ANR 629

October 18, 2019

DeepSOFA: A Continuous Acuity Score for Critically Ill Patients using Clinically Interpretable Deep Learning. Efficient Purely Convolutional Text Encoding. A deep learning approach for understanding natural language commands for mobile service robots. Linked Recurrent Neural Networks. Benchmarking Evolutionary Algorithms For Single Objective Real-v …

Paper Group ANR 794

October 17, 2019

PiCANet: Pixel-wise Contextual Attention Learning for Accurate Saliency Detection. On Strengthening the Logic of Iterated Belief Revision: Proper Ordinal Interval Operators. Predicting Electric Vehicle Charging Station Usage: Using Machine Learning to Estimate Individual Station Statistics from Physical Configurations of Charging Station Networks. …

Paper Group ANR 860

October 17, 2019

Successful Nash Equilibrium Agent for a 3-Player Imperfect-Information Game. Modelling tourism demand to Spain with machine learning techniques. The impact of forecast horizon on model selection. Semantic See-Through Rendering on Light Fields. Non-local RoIs for Instance Segmentation. Nonlinear Collaborative Scheme for Deep Neural Networks. Design …

Paper Group ANR 893

October 17, 2019

Select, Attend, and Transfer: Light, Learnable Skip Connections. Semi-parametric Topological Memory for Navigation. Practical Algorithms for STV and Ranked Pairs with Parallel Universes Tiebreaking. Visual Saliency Maps Can Apply to Facial Expression Recognition. In-the-wild Facial Expression Recognition in Extreme Poses. Cross-database non-frontal …

Paper Group ANR 900

October 17, 2019

Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity. Deformable Object Tracking with Gated Fusion. KTAN: Knowledge Transfer Adversarial Network. Endoscopic navigation in the absence of CT imaging. Dense Multimodal Fusion for Hierarchically Joint Representation. Active image restoration. Finding Similar Medical Quest …

Paper Group ANR 912

October 17, 2019

Automatic Prediction of Building Age from Photographs. Learning to Grasp from a Single Demonstration. Seeing Tree Structure from Vibration. Interpretable Visual Question Answering by Visual Grounding from Attention Supervision Mining. ViS-HuD: Using Visual Saliency to Improve Human Detection with Convolutional Neural Networks. Optimized Skeleton-ba …

Paper Group ANR 1120

October 16, 2019

Novelty Detection Meets Collider Physics. Phrase Table as Recommendation Memory for Neural Machine Translation. Population Anomaly Detection through Deep Gaussianization. Piano Genie. Annotation Artifacts in Natural Language Inference Data. Towards Machine Learning Induction. Deep contextualized word representations for detecting sarcasm and irony. …

Paper Group ANR 1140

October 16, 2019

A Multi-task Learning Approach for Improving Product Title Compression with User Search Log Data. Data-Efficient Graph Embedding Learning for PCB Component Detection. A two-stage 3D Unet framework for multi-class segmentation on full resolution image. Towards Modeling the Interaction of Spatial-Associative Neural Network Representations for Multise …

Paper Group ANR 1148

October 16, 2019

Deep Semantic Face Deblurring. A High-Order Scheme for Image Segmentation via a modified Level-Set method. Few-shot learning with attention-based sequence-to-sequence models. MACRO: A Meta-Algorithm for Conditional Risk Minimization. Social Algorithms. Multi-View Fuzzy Logic System with the Cooperation between Visible and Hidden Views. A relativist …

Paper Group ANR 1149

October 16, 2019

Show, Attend and Translate: Unsupervised Image Translation with Self-Regularization and Attention. On the Selection of Initialization and Activation Function for Deep Neural Networks. Modeling Local Dependence in Natural Language with Multi-channel Recurrent Neural Networks. Modified Multidimensional Scaling and High Dimensional Clustering. Feasibi …

Paper Group NANR 36

October 16, 2019

CLUF: a Neural Model for Second Language Acquisition Modeling. Generating Image Captions in Arabic using Root-Word Based Recurrent Neural Networks and Deep Neural Networks. License Plate Detection and Recognition in Unconstrained Scenarios. Towards a Language for Natural Language Treebank Transductions. Deep Face Detector Adaptation Without Negativ …

Paper Group NAWR 28

October 16, 2019

Annotating picture description task responses for content analysis. Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision. PSANet: Point-wise Spatial Attention Network for Scene Parsing. Multi-Scale Deep Compressive Sensing Network. Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Trac …

Paper Group NANR 155

October 15, 2019

Task-driven Webpage Saliency. Tutorial: De-mystifying Neural MT. Towards an argumentative content search engine using weak supervision. Learning from Measurements in Crowdsourcing Models: Inferring Ground Truth from Diverse Annotation Types. The Metalogue Debate Trainee Corpus: Data Collection and Annotations. Argumentation Synthesis following Rhet …

Paper Group NANR 199

October 15, 2019

Towards an Automatic Assessment of Crowdsourced Data for NLU. Incremental Natural Language Processing: Challenges, Strategies, and Evaluation. Learning from limited datasets: Implications for Natural Language Generation and Human-Robot Interaction. Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC-2018) …