Saliency Detection

Paper Group AWR 38

February 2, 2020

Explainable Knowledge Graph-based Recommendation via Deep Reinforcement Learning. Partially Encrypted Machine Learning using Functional Encryption. The Design and Implementation of a Real Time Visual Search System on JD E-commerce Platform. SaLite : A light-weight model for salient object detection. ntuer at SemEval-2019 Task 3: Emotion Classificat …

Paper Group AWR 111

February 1, 2020

Using Text Embeddings for Causal Inference. INFaaS: A Model-less Inference Serving System. Distorted Representation Space Characterization Through Backpropagated Gradients. Choosing Transfer Languages for Cross-Lingual Learning. Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition. Saliency detection based on structural dissimila …

Paper Group AWR 162

February 1, 2020

DiffEqFlux.jl - A Julia Library for Neural Differential Equations. Equalized odds postprocessing under imperfect group information. Pre-Training with Whole Word Masking for Chinese BERT. Pan-tilt-zoom SLAM for Sports Videos. DenseNet Models for Tiny ImageNet Classification. Unsupervised Embedding Learning via Invariant and Spreading Instance Featur …

Paper Group AWR 237

February 1, 2020

Star-Transformer. Estimating Solar Irradiance Using Sky Imagers. Multi-Objective Reinforced Evolution in Mobile Neural Architecture Search. Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach. Self-supervised Scale Equivariant Network for Weakly Supervised Semantic Segmentation. Joint Learning of Saliency Detecti …

Paper Group AWR 355

February 1, 2020

Adapting Multilingual Neural Machine Translation to Unseen Languages. Adversarial Policy Gradient for Deep Learning Image Augmentation. TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks. Story Ending Prediction by Transferable BERT. Learning Optimal Data Augmentation Policies via Bayesia …

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 AWR 97

February 1, 2020

Integrating Semantic Knowledge to Tackle Zero-shot Text Classification. Bayesian active learning for optimization and uncertainty quantification in protein docking. Bayesian Optimization of Composite Functions. Fast Tree Variants of Gromov-Wasserstein. CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema …

Paper Group ANR 134

January 31, 2020

Catching the Phish: Detecting Phishing Attacks using Recurrent Neural Networks (RNNs). A Promotion Method for Generation Error Based Video Anomaly Detection. Context-Aware Saliency Detection for Image Retargeting Using Convolutional Neural Networks. Sentiment Analysis Challenges in Persian Language. Rectified Decision Trees: Towards Interpretabilit …

Paper Group ANR 151

January 31, 2020

An Adversarial Approach to High-Quality, Sentiment-Controlled Neural Dialogue Generation. Data Masking with Privacy Guarantees. Multi-Armed Bandit Strategies for Non-Stationary Reward Distributions and Delayed Feedback Processes. Dota 2 with Large Scale Deep Reinforcement Learning. Neural Network Architecture Search with Differentiable Cartesian Ge …

Paper Group ANR 152

January 31, 2020

Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning. Light-weighted Saliency Detection with Distinctively Lower Memory Cost and Model Size. Modeling and Optimization with Gaussian Processes in Reduced Eigenbases – Extended Version. embComp: Visual Interactive Comparison of Vector Embeddings. IEDM, an Ontology fo …

Paper Group ANR 167

January 31, 2020

Fractional spectral graph wavelets and their applications. On the Insufficiency of the Large Margins Theory in Explaining the Performance of Ensemble Methods. Mixture of Inference Networks for VAE-based Audio-visual Speech Enhancement. Distributed Microphone Speech Enhancement based on Deep Learning. Multilingual End-to-End Speech Translation. Nece …

Paper Group AWR 405

January 31, 2020

Web Links Prediction And Category-Wise Recommendation Based On Browser History. Passive nonlinear dendritic interactions as a general computational resource in functional spiking neural networks. Single Headed Attention RNN: Stop Thinking With Your Head. Adversarial Invariant Feature Learning with Accuracy Constraint for Domain Generalization. Sate …

Paper Group AWR 418

January 31, 2020

Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets. FaceForensics++: Learning to Detect Manipulated Facial Images. Visual Relationship Detection with Relative Location Mining. Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks. Factorised Neural Relational Inference f …

Paper Group AWR 429

January 31, 2020

Online Multi-Object Tracking with Dual Matching Attention Networks. Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features. daBNN: A Super Fast Inference Framework for Binary Neural Networks on ARM devices. A Higher-Order Swiss Army Infinitesimal Jackknife. VarGFaceNet: An Efficient Variable Group Convolutional Neura …

Paper Group ANR 277

January 30, 2020

A Priori Estimates of the Population Risk for Residual Networks. Dissecting Deep Neural Networks. Quality-aware skill translation models for expert finding on StackOverflow. Quels corpus d’entraînement pour l’expansion de requêtes par plongement de mots : application à la recherche de microblogs culturels. Short Text Classification Improved by Feat …

Paper Group ANR 304

January 30, 2020

Geodesic Learning via Unsupervised Decision Forests. Fine-grained Qualitative Spatial Reasoning about Point Positions. Synthetic Defocus and Look-Ahead Autofocus for Casual Videography. ANTIQUE: A Non-Factoid Question Answering Benchmark. Feature-driven Improvement of Renewable Energy Forecasting and Trading. Robust Opponent Modeling via Adversaria …

Paper Group ANR 435

January 30, 2020

Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation Models. Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection. In defense of OSVOS. A Comprehensive Study of Alzheimer’s Disease Classification Using Convolutional Neural Networks. HTMLPhish: Enabling Phishing Web Page Detection by Applying Deep Learni …

Paper Group ANR 734

January 29, 2020

Concept Drift Detection and Adaptation with Weak Supervision on Streaming Unlabeled Data. Byzantine Fault Tolerant Distributed Linear Regression. Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics. Deep Ranking Based Cost-sensitive Multi-label Learning for Distant Supervision Relation Extraction. Kernels on fuzzy sets: an overv …

Paper Group ANR 1134

January 27, 2020

The University of Edinburgh’s Submissions to the WMT19 News Translation Task. A review on Neural Turing Machine. Finite-Sum Smooth Optimization with SARAH. A Learning Framework for Distribution-Based Game-Theoretic Solution Concepts. Common Mode Patterns for Supervised Tensor Subspace Learning. Robust Environmental Sound Recognition with Sparse Key …

Paper Group ANR 1143

January 27, 2020

DAL – A Deep Depth-aware Long-term Tracker. Score and Lyrics-Free Singing Voice Generation. Neural networks-based backward scheme for fully nonlinear PDEs. A First-Order Algorithmic Framework for Wasserstein Distributionally Robust Logistic Regression. Unsupervised Representation Learning for Gaze Estimation. 360 Panorama Synthesis from a Sparse S …

Paper Group ANR 1167

January 27, 2020

Verification of Neural Network Behaviour: Formal Guarantees for Power System Applications. Graph Convolutional Networks for Coronary Artery Segmentation in Cardiac CT Angiography. Deep Kernel Learning for Clustering. Multi-Model Investigative Exploration of Social Media Data with boutique: A Case Study in Public Health. All-Action Policy Gradient M …

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 1367

January 26, 2020

User-Oriented Summaries Using a PSO Based Scoring Optimization Method. Risk-Aware Active Inverse Reinforcement Learning. When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation. Interpretable Complex-Valued Neural Networks for Privacy Protection. Dynamic optimization with side information. Prostate Segmentation from 3D MRI Us …

Paper Group ANR 1634

January 25, 2020

A novel hybrid model based on multi-objective Harris hawks optimization algorithm for daily PM2.5 and PM10 forecasting. Data-driven Policy on Feasibility Determination for the Train Shunting Problem. SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules. U-CNNpred: A Universal CNN-based Predictor for Stock Markets. An Algorithmic In …

Paper Group ANR 1635

January 25, 2020

Adjusting Rate of Spread Factors through Derivative-Free Optimization: A New Methodology to Improve the Performance of Forest Fire Simulators. Wireless Federated Distillation for Distributed Edge Learning with Heterogeneous Data. Learning to Align Multi-Camera Domains using Part-Aware Clustering for Unsupervised Video Person Re-Identification. Vide …

Paper Group ANR 1678

January 25, 2020

Content Word-based Sentence Decoding and Evaluating for Open-domain Neural Response Generation. Analysis and Extension of the Evidential Reasoning Algorithm for Multiple Attribute Decision Analysis with Uncertainty. Unsupervised Representation Learning by Predicting Random Distances. A general anomaly detection framework for fleet-based condition m …

Paper Group ANR 1679

January 25, 2020

Deep Reasoning with Multi-Scale Context for Salient Object Detection. Mixed Precision DNNs: All you need is a good parametrization. Neural network gradient-based learning of black-box function interfaces. Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-Scale Booster. Salient Object Detection with Lossless Feature Reflection an …

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 …