Recommendation Systems

Paper Group ANR 1063

January 28, 2020

Random CapsNet Forest Model for Imbalanced Malware Type Classification Task. Towards automatic construction of multi-network models for heterogeneous multi-task learning. Sensor Fusion using Backward Shortcut Connections for Sleep Apnea Detection in Multi-Modal Data. Reinforcement Learning with Dynamic Boltzmann Softmax Updates. A Geometric Approac …

Paper Group ANR 1067

January 28, 2020

Knowledge-guided Text Structuring in Clinical Trials. Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring – The Winning Solution of the 2017 International Aftershock Detection Contest. Machine Truth Serum. Bayesian Modelling in Practice: Using Uncertainty to Improve Trustworthiness in Medical Applications. High-Resolutio …

Paper Group ANR 773

January 28, 2020

Proving the NP-completeness of optimal moral graph triangulation. Supervised Online Hashing via Similarity Distribution Learning. TensorDIMM: A Practical Near-Memory Processing Architecture for Embeddings and Tensor Operations in Deep Learning. A Compared Study Between Some Subspace Based Algorithms. Distributionally Robust Removal of Malicious Nod …

Paper Group ANR 777

January 28, 2020

Distributed Maximization of Submodular plus Diversity Functions for Multi-label Feature Selection on Huge Datasets. Seizure Detection using Least EEG Channels by Deep Convolutional Neural Network. Reinforcement Learning with Fairness Constraints for Resource Distribution in Human-Robot Teams. Approximate Dynamic Programming For Linear Systems with …

Paper Group ANR 778

January 28, 2020

An End-to-End Network for Generating Social Relationship Graphs. Generative Graph Convolutional Network for Growing Graphs. c-TextGen: Conditional Text Generation for Harmonious Human-Machine Interaction. TransSent: Towards Generation of Structured Sentences with Discourse Marker. AppsPred: Predicting Context-Aware Smartphone Apps using Random Fore …

Paper Group ANR 783

January 28, 2020

Deep Adversarial Belief Networks. Data Augmentation for Deep Learning-based Radio Modulation Classification. Agent Modeling as Auxiliary Task for Deep Reinforcement Learning. Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT. Explaining Sequence-Level Knowledge Distillation as Data-Augmentation for Neural Machine Translation. Wideni …

Paper Group ANR 791

January 28, 2020

On Physical Adversarial Patches for Object Detection. MRCNet: Crowd Counting and Density Map Estimation in Aerial and Ground Imagery. Author Profiling for Hate Speech Detection. DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections. Distributed Metropolis Sampler with Optimal Parallelism. Trouble on the Horizon: F …

Paper Group ANR 793

January 28, 2020

Detecting Unknown Behaviors by Pre-defined Behaviours: An Bayesian Non-parametric Approach. Multi-Scale Quasi-RNN for Next Item Recommendation. RECAL: Reuse of Established CNN classifer Apropos unsupervised Learning paradigm. Towards End-to-End Text Spotting in Natural Scenes. Understanding 3D CNN Behavior for Alzheimer’s Disease Diagnosis from Bra …

Paper Group ANR 813

January 28, 2020

Concepts and Applications of Conformal Prediction in Computational Drug Discovery. Sparse hierarchical representation learning on molecular graphs. Statistical and machine learning ensemble modelling to forecast sea surface temperature. Exploiting Temporality for Semi-Supervised Video Segmentation. Action Anticipation for Collaborative Environments …

Paper Group ANR 814

January 28, 2020

Scaling Up Collaborative Filtering Data Sets through Randomized Fractal Expansions. Data Exploration and Validation on dense knowledge graphs for biomedical research. Adaptive Artificial Intelligent Q&A Platform. Making Good on LSTMs’ Unfulfilled Promise. An Adversarial Learning Framework For A Persona-Based Multi-Turn Dialogue Model. CommentsRadar …

Paper Group ANR 823

January 28, 2020

Literal or Pedagogic Human? Analyzing Human Model Misspecification in Objective Learning. Fairness and Diversity in the Recommendation and Ranking of Participatory Media Content. ProLFA: Representative Prototype Selection for Local Feature Aggregation. JUMT at WMT2019 News Translation Task: A Hybrid approach to Machine Translation for Lithuanian to …

Paper Group ANR 825

January 28, 2020

Query by Semantic Sketch. Audio-Visual Embedding for Cross-Modal MusicVideo Retrieval through Supervised Deep CCA. On measuring the iconicity of a face. Do Compressed Representations Generalize Better?. DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction. Quantifying and Correlating Rhythm Formants in Speech. Adaptive, Distri …

Paper Group ANR 826

January 28, 2020

Efficiently Embedding Dynamic Knowledge Graphs. Neural Proximal/Trust Region Policy Optimization Attains Globally Optimal Policy. Machine learning topological phases in real space. Small and Practical BERT Models for Sequence Labeling. Generative Model-Based Ischemic Stroke Lesion Segmentation. MG-VAE: Deep Chinese Folk Songs Generation with Specif …

Paper Group ANR 827

January 28, 2020

Towards Generalizing Sensorimotor Control Across Weather Conditions. Proximal Reliability Optimization for Reinforcement Learning. Balancing Accuracy and Diversity in Recommendations using Matrix Completion Framework. Influenza Modeling Based on Massive Feature Engineering and International Flow Deconvolution. Kernel density estimation based sampli …

Paper Group ANR 832

January 28, 2020

Deep learning based pulse shape discrimination for germanium detectors. Self-Attentional Models Application in Task-Oriented Dialogue Generation Systems. Strategic Prediction with Latent Aggregative Games. End-to-End Adversarial Learning for Intrusion Detection in Computer Networks. Synthesizing Action Sequences for Modifying Model Decisions. An En …

Paper Group ANR 840

January 28, 2020

Analysis of Chinese Tourists in Japan by Text Mining of a Hotel Portal Site. Spatial and Temporal Consistency-Aware Dynamic Adaptive Streaming for 360-Degree Videos. Eigen Artificial Neural Networks. Data Poisoning Attacks on Stochastic Bandits. Regularization Shortcomings for Continual Learning. Sensor Fusion for Joint 3D Object Detection and Sema …

Paper Group ANR 855

January 28, 2020

Revisiting Paraphrase Question Generator using Pairwise Discriminator. Bayesian Deconditional Kernel Mean Embeddings. Single Episode Policy Transfer in Reinforcement Learning. Making Recommendations from Web Archives for “Lost” Web Pages. Deep Reinforcement Learning for Chatbots Using Clustered Actions and Human-Likeness Rewards. Generalizable Reso …

Paper Group ANR 856

January 28, 2020

Interactive Open-Ended Learning for 3D Object Recognition. An Entropy-based Variable Feature Weighted Fuzzy k-Means Algorithm for High Dimensional Data. Class-specific Anchoring Proposal for 3D Object Recognition in LIDAR and RGB Images. Benchmarking Minimax Linkage. Supplementary material for Uncorrected least-squares temporal difference with lamb …

Paper Group ANR 857

January 28, 2020

Asynchronous Coagent Networks: Stochastic Networks for Reinforcement Learning without Backpropagation or a Clock. Time-weighted Attentional Session-Aware Recommender System. How to make latent factors interpretable by feeding Factorization machines with knowledge graphs. How robust is MovieLens? A dataset analysis for recommender systems. Geometry …

Paper Group ANR 869

January 28, 2020

Class Activation Map Generation by Representative Class Selection and Multi-Layer Feature Fusion. Clustering piecewise stationary processes. Large-Margin Multiple Kernel Learning for Discriminative Features Selection and Representation Learning. Importance-Aware Semantic Segmentation with Efficient Pyramidal Context Network for Navigational Assista …

Paper Group ANR 905

January 28, 2020

CMB-GAN: Fast Simulations of Cosmic Microwave background anisotropy maps using Deep Learning. Headline Generation: Learning from Decomposable Document Titles. DLIMD: Dictionary Learning based Image-domain Material Decomposition for spectral CT. Learning to Fix Build Errors with Graph2Diff Neural Networks. Ultra-Reliable and Low-Latency Vehicular Co …

Paper Group ANR 906

January 28, 2020

Optimality of Spectral Clustering for Gaussian Mixture Model. On the connections between algorithmic regularization and penalization for convex losses. Human Activity Recognition Using Visual Object Detection. Fault-Diagnosing SLAM for Varying Scale Change Detection. KBQA: Learning Question Answering over QA Corpora and Knowledge Bases. Competing T …

Paper Group ANR 908

January 28, 2020

Wearable Sensor Data Based Human Activity Recognition using Machine Learning: A new approach. Privacy-Utility Trade-off of Linear Regression under Random Projections and Additive Noise. Milli-RIO: Ego-Motion Estimation with Millimetre-Wave Radar and Inertial Measurement Unit Sensor. Oriented Boxes for Accurate Instance Segmentation. Accelerating Mi …

Paper Group ANR 924

January 28, 2020

Limitations of Pinned AUC for Measuring Unintended Bias. C2AE: Class Conditioned Auto-Encoder for Open-set Recognition. A Review on Automatic License Plate Recognition System. Exploiting weak ties in trust-based recommender systems using regular equivalence. A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates. Maximum Expected Hit …

Paper Group ANR 937

January 28, 2020

Salient Object Detection with Purificatory Mechanism and Structural Similarity Loss. Expanding the Text Classification Toolbox with Cross-Lingual Embeddings. Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms. Gradient Noise Convolution (GNC): Smoothing Loss Function for Distributed Large-Batch SGD. DA …

Paper Group ANR 941

January 28, 2020

An Intrinsically-Motivated Approach for Learning Highly Exploring and Fast Mixing Policies. Complexity of Linear Regions in Deep Networks. Learning Representations from Persian Handwriting for Offline Signature Verification, a Deep Transfer Learning Approach. Deriving a Quantitative Relationship Between Resolution and Human Classification Error. Py …

Paper Group ANR 957

January 28, 2020

When Can Neural Networks Learn Connected Decision Regions?. Conv2Warp: An unsupervised deformable image registration with continuous convolution and warping. MarmoNet: a pipeline for automated projection mapping of the common marmoset brain from whole-brain serial two-photon tomography. A User Study of Perceived Carbon Footprint. Deformable Medical …

Paper Group ANR 959

January 28, 2020

Quantum Learning Boolean Linear Functions w.r.t. Product Distributions. Query Term Weighting based on Query Performance Prediction. Machine Learning Methods for Shark Detection. Bidirectional Recurrent Models for Offensive Tweet Classification. DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks. On-Device User Intent Predicti …