Recommendation Systems

Paper Group AWR 17

Paper Group AWR 17

July 30, 2019

Learning Disentangled Representations with Semi-Supervised Deep Generative Models. Lagged Exact Bayesian Online Changepoint Detection with Parameter Estimation. Deep Air Learning: Interpolation, Prediction, and Feature Analysis of Fine-grained Air Quality. Grammar Variational Autoencoder. Constrained Policy Optimization. Deep Reinforcement Learning …
Paper Group AWR 23

Paper Group AWR 23

July 30, 2019

Estimating Missing Data in Temporal Data Streams Using Multi-directional Recurrent Neural Networks. A Simple Exponential Family Framework for Zero-Shot Learning. Deep Generative Adversarial Networks for Compressed Sensing Automates MRI. Deep Learning Sparse Ternary Projections for Compressed Sensing of Images. Pixie: A System for Recommending 3+ Bi …
Paper Group AWR 35

Paper Group AWR 35

July 30, 2019

SurvivalNet: Predicting patient survival from diffusion weighted magnetic resonance images using cascaded fully convolutional and 3D convolutional neural networks. InterpNET: Neural Introspection for Interpretable Deep Learning. To Index or Not to Index: Optimizing Exact Maximum Inner Product Search. Deep Architectures for Neural Machine Translatio …
Paper Group AWR 39

Paper Group AWR 39

July 30, 2019

Adaptation to criticality through organizational invariance in embodied agents. Model-Free Renewable Scenario Generation Using Generative Adversarial Networks. Paraphrasing verbal metonymy through computational methods. Multi-Context Attention for Human Pose Estimation. Real-time deep hair matting on mobile devices. Information-Flow Matting. Integr …
Paper Group AWR 53

Paper Group AWR 53

July 30, 2019

A physical model for efficient ranking in networks. Room for improvement in automatic image description: an error analysis. Autoencoder Node Saliency: Selecting Relevant Latent Representations. Learned Optimizers that Scale and Generalize. DANCin SEQ2SEQ: Fooling Text Classifiers with Adversarial Text Example Generation. Predicting Pairwise Relatio …
Paper Group AWR 65

Paper Group AWR 65

July 30, 2019

Mixed Precision Training. Hidden Two-Stream Convolutional Networks for Action Recognition. Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations. Stacked Thompson Bandits. Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks. Order-Planning Neural Text Generation From Structured Data. VIDOS …
Paper Group AWR 68

Paper Group AWR 68

July 30, 2019

Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations. Flow: A Modular Learning Framework for Autonomy in Traffic. Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs. On the Expressive Power of Overlapping Architectures of De …
Paper Group AWR 72

Paper Group AWR 72

July 30, 2019

Hidden Community Detection in Social Networks. Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-Threaded Modes. Learning Fashion Compatibility with Bidirectional LSTMs. Fast, Simple Calcium Imaging Segmentation with Fully Convolutional Networks. Emotion Recognition in the Wild using …
Paper Group ANR 1

Paper Group ANR 1

July 29, 2019

A PatchMatch-based Dense-field Algorithm for Video Copy-Move Detection and Localization. Using the SLEUTH urban growth model to simulate the impacts of future policy scenarios on urban land use in the Tehran metropolitan area in Iran. MEBoost: Variable Selection in the Presence of Measurement Error. NAG: Network for Adversary Generation. Multi-arme …
Paper Group ANR 106

Paper Group ANR 106

July 29, 2019

Two-Bit Networks for Deep Learning on Resource-Constrained Embedded Devices. Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising. Deep Feature Learning for Graphs. New Fairness Metrics for Recommendation that Embrace Differences. Improving Document Clustering by Eliminating Unnatural Language. A Generative Model of a Pro …
Paper Group ANR 110

Paper Group ANR 110

July 29, 2019

Hypotheses testing on infinite random graphs. Using Mise-En-Scène Visual Features based on MPEG-7 and Deep Learning for Movie Recommendation. Learning to Predict: A Fast Re-constructive Method to Generate Multimodal Embeddings. Functional connectivity patterns of autism spectrum disorder identified by deep feature learning. SOT for MOT. Fitting Jum …
Paper Group ANR 111

Paper Group ANR 111

July 29, 2019

Automatic Segmentation of the Left Ventricle in Cardiac CT Angiography Using Convolutional Neural Network. Contextual Explanation Networks. Why are Big Data Matrices Approximately Low Rank?. Autonomous Agents Modelling Other Agents: A Comprehensive Survey and Open Problems. A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping. A Deep L …
Paper Group ANR 127

Paper Group ANR 127

July 29, 2019

Analogical-based Bayesian Optimization. Report: Dynamic Eye Movement Matching and Visualization Tool in Neuro Gesture. Visual Question Generation as Dual Task of Visual Question Answering. Evidence for the size principle in semantic and perceptual domains. PANFIS++: A Generalized Approach to Evolving Learning. Pronunciation recognition of English p …
Paper Group ANR 66

Paper Group ANR 66

July 29, 2019

Approches d’analyse distributionnelle pour améliorer la désambiguïsation sémantique. Optimal Vehicle Dispatching Schemes via Dynamic Pricing. Communication-Free Parallel Supervised Topic Models. Mutual Alignment Transfer Learning. Topically Driven Neural Language Model. Practical Algorithms for Best-K Identification in Multi-Armed Bandits. ClaC: Se …
Paper Group ANR 69

Paper Group ANR 69

July 29, 2019

Extracting Lifted Mutual Exclusion Invariants from Temporal Planning Domains. MoodSwipe: A Soft Keyboard that Suggests Messages Based on User-Specified Emotions. Applying Deep Machine Learning for psycho-demographic profiling of Internet users using O.C.E.A.N. model of personality. Fine-Pruning: Joint Fine-Tuning and Compression of a Convolutional …
Paper Group ANR 71

Paper Group ANR 71

July 29, 2019

Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules. Understanding Negations in Information Processing: Learning from Replicating Human Behavior. Anomaly Detection in Hierarchical Data Streams under Unknown Models. Fundamental Conditions for Low-CP-Rank Tensor Completion. Named Entity Evolution Analysis on Wi …
Paper Group ANR 92

Paper Group ANR 92

July 29, 2019

Spectrum Estimation from a Few Entries. Estimating the Coefficients of a Mixture of Two Linear Regressions by Expectation Maximization. Graph Scaling Cut with L1-Norm for Classification of Hyperspectral Images. The Helsinki Neural Machine Translation System. Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Pr …
Paper Group ANR 96

Paper Group ANR 96

July 29, 2019

Exploring High-Dimensional Structure via Axis-Aligned Decomposition of Linear Projections. Probabilistic Graphical Models for Credibility Analysis in Evolving Online Communities. Exploration of object recognition from 3D point cloud. Pseudorehearsal in actor-critic agents. Knowledge Transfer for Out-of-Knowledge-Base Entities: A Graph Neural Networ …
Paper Group AWR 115

Paper Group AWR 115

July 29, 2019

High-Resolution Deep Convolutional Generative Adversarial Networks. Probabilistic programs for inferring the goals of autonomous agents. Receptive Field Block Net for Accurate and Fast Object Detection. Cost-complexity pruning of random forests. Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning. Advers …
Paper Group AWR 121

Paper Group AWR 121

July 29, 2019

Emergence of Locomotion Behaviours in Rich Environments. Tensor Networks for Dimensionality Reduction and Large-Scale Optimizations. Part 2 Applications and Future Perspectives. PAC-Bayesian Margin Bounds for Convolutional Neural Networks. Towards Neural Phrase-based Machine Translation. Regret Minimization for Partially Observable Deep Reinforceme …
Paper Group AWR 127

Paper Group AWR 127

July 29, 2019

Doubly Stochastic Variational Inference for Deep Gaussian Processes. PMLB: A Large Benchmark Suite for Machine Learning Evaluation and Comparison. Estimating the unseen from multiple populations. SMPOST: Parts of Speech Tagger for Code-Mixed Indic Social Media Text. ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Rela …
Paper Group AWR 144

Paper Group AWR 144

July 29, 2019

The “something something” video database for learning and evaluating visual common sense. IQA: Visual Question Answering in Interactive Environments. Estimating the Success of Unsupervised Image to Image Translation. Near-optimal sample complexity for convex tensor completion. Machine Learning of Linear Differential Equations using Gaussian Process …
Paper Group AWR 157

Paper Group AWR 157

July 29, 2019

Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference. Deeply-Learned Part-Aligned Representations for Person Re-Identification. Pedestrian Alignment Network for Large-scale Person Re-identification. DSLR-Quality Photos on Mobile Devices with Deep Convolutional Networks. SurfaceNet: An End-to-end 3D Neural Netwo …
Paper Group AWR 186

Paper Group AWR 186

July 29, 2019

Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection. CloudScan - A configuration-free invoice analysis system using recurrent neural networks. Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training. Pitfalls and Best Practices in Algorithm Configuration. Experiment Segmentation in Scientific …
Paper Group AWR 189

Paper Group AWR 189

July 29, 2019

Computer vision-based food calorie estimation: dataset, method, and experiment. A Statistical Comparison of Some Theories of NP Word Order. Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks. Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning. Extreme 3D Face Reconstr …
Paper Group AWR 78

Paper Group AWR 78

July 29, 2019

Statistics of Deep Generated Images. P-Tree Programming. Automatic Mapping of NES Games with Mappy. Joint Deep Modeling of Users and Items Using Reviews for Recommendation. Empower Sequence Labeling with Task-Aware Neural Language Model. Lenient Multi-Agent Deep Reinforcement Learning. Attentive Generative Adversarial Network for Raindrop Removal f …
Paper Group AWR 84

Paper Group AWR 84

July 29, 2019

Subregular Complexity and Deep Learning. Tensor-Train Recurrent Neural Networks for Video Classification. Content-Based Video-Music Retrieval Using Soft Intra-Modal Structure Constraint. Convolutional Neural Networks for Facial Expression Recognition. In Defense of the Triplet Loss for Person Re-Identification. Truly Multi-modal YouTube-8M Video Cl …
Paper Group AWR 86

Paper Group AWR 86

July 29, 2019

A Survey on Dialogue Systems: Recent Advances and New Frontiers. Quantifying multivariate redundancy with maximum entropy decompositions of mutual information. An Analytical Formula of Population Gradient for two-layered ReLU network and its Applications in Convergence and Critical Point Analysis. Handwritten Bangla Character Recognition Using The …