Recommendation Systems

Paper Group AWR 12

October 21, 2019

High Quality Prediction of Protein Q8 Secondary Structure by Diverse Neural Network Architectures. The Text-Based Adventure AI Competition. Learning to Shoot in First Person Shooter Games by Stabilizing Actions and Clustering Rewards for Reinforcement Learning. Memorable Maps: A Framework for Re-defining Places in Visual Place Recognition. MVSNet: …

Paper Group AWR 122

October 21, 2019

Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors. Benchmarking Keyword Spotting Efficiency on Neuromorphic Hardware. Applying Deep Learning To Airbnb Search. Fine-grained Activity Recognition in Baseball Videos. Commonsense for Generative Multi-Hop Question Answering Tasks. Visual Reasoning by Progressive Module Networks. In …

Paper Group AWR 125

October 21, 2019

Let’s Dance: Learning From Online Dance Videos. Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding. Movie Recommendation System using Sentiment Analysis from Microblogging Data. An Introductory Survey on Attention Mechanisms in NLP Problems. Near-lossless Binarization of Word Embeddings. Learning to Encode T …

Paper Group AWR 138

October 21, 2019

Differentially Private Releasing via Deep Generative Model (Technical Report). DRCD: a Chinese Machine Reading Comprehension Dataset. Deep Reinforcement Learning for Vision-Based Robotic Grasping: A Simulated Comparative Evaluation of Off-Policy Methods. Density Adaptive Point Set Registration. MIXGAN: Learning Concepts from Different Domains for M …

Paper Group AWR 19

October 21, 2019

Matching with Text Data: An Experimental Evaluation of Methods for Matching Documents and of Measuring Match Quality. DeepAffinity: Interpretable Deep Learning of Compound-Protein Affinity through Unified Recurrent and Convolutional Neural Networks. Deep Knockoffs. Understanding the Effectiveness of Lipschitz-Continuity in Generative Adversarial Ne …

Paper Group AWR 2

October 21, 2019

Destructiveness of Lexicographic Parsimony Pressure and Alleviation by a Concatenation Crossover in Genetic Programming. Matrix Factorization on GPUs with Memory Optimization and Approximate Computing. Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging Data. Cadre Modeling: Simultaneously Discovering Subpopula …

Paper Group AWR 30

October 21, 2019

Reinforced Evolutionary Neural Architecture Search. Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving. Recommendation Through Mixtures of Heterogeneous Item Relationships. Disentangled Sequential Autoencoder. Disentangling Language and Knowledge in Task-Oriented Dialogs. Diagonal Discriminant …

Paper Group AWR 33

October 21, 2019

A comparison of methods for model selection when estimating individual treatment effects. AllenNLP: A Deep Semantic Natural Language Processing Platform. Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality. Regret bounds for meta Bayesian optimization with an unknown Gaussian process prior. Simplicial Closure and higher-order …

Paper Group AWR 34

October 21, 2019

Do Deep Generative Models Know What They Don’t Know?. Learning a SAT Solver from Single-Bit Supervision. RecoGym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising. Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation. Adversarial Propagation and Zero-Shot Cross-Lingual Transfer …

Paper Group AWR 43

October 21, 2019

Reinforced Continual Learning. Hierarchical Discrete Distribution Decomposition for Match Density Estimation. simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions. Memorize or generalize? Searching for a compositional RNN in a haystack. Learning Tree-based Deep Model for Recommender Systems. Characte …

Paper Group AWR 51

October 21, 2019

MicronNet: A Highly Compact Deep Convolutional Neural Network Architecture for Real-time Embedded Traffic Sign Classification. GaitSet: Regarding Gait as a Set for Cross-View Gait Recognition. Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach. Weakly Supervised Silhouette-based Semantic Scene Change Detection. Finite-Da …

Paper Group AWR 68

October 21, 2019

Weakly-supervised Visual Instrument-playing Action Detection in Videos. Variational Autoencoders for Collaborative Filtering. DeepEfficiency - optimal efficiency inversion in higher dimensions at the LHC. Low-rank semidefinite programming for the MAX2SAT problem. Inference Suboptimality in Variational Autoencoders. Weakly Supervised Deep Image Hash …

Paper Group AWR 70

October 21, 2019

Unbiased deep solvers for parametric PDEs. StarCraft Micromanagement with Reinforcement Learning and Curriculum Transfer Learning. SupportNet: solving catastrophic forgetting in class incremental learning with support data. Multi-Pointer Co-Attention Networks for Recommendation. Context-Aware Visual Policy Network for Sequence-Level Image Captionin …

Paper Group AWR 80

October 21, 2019

Predicting user intent from search queries using both CNNs and RNNs. A Unified Framework for Domain Adaptation using Metric Learning on Manifolds. TVAE: Triplet-Based Variational Autoencoder using Metric Learning. Safe Triplet Screening for Distance Metric Learning. Estimating Cellular Goals from High-Dimensional Biological Data. Feature selection …

Paper Group AWR 90

October 21, 2019

Unsupervised Statistical Machine Translation. Towards Deep Conversational Recommendations. Real-time Automatic Word Segmentation for User-generated Text. Sentences with Gapping: Parsing and Reconstructing Elided Predicates. Understanding Measures of Uncertainty for Adversarial Example Detection. Neural Machine Translation for Query Construction and …

Paper Group ANR 102

October 20, 2019

Algorithmic Bio-surveillance For Precise Spatio-temporal Prediction of Zoonotic Emergence. Fast Semantic Segmentation on Video Using Block Motion-Based Feature Interpolation. Exploiting deep residual networks for human action recognition from skeletal data. ScaffoldNet: Detecting and Classifying Biomedical Polymer-Based Scaffolds via a Convolutiona …

Paper Group ANR 18

October 20, 2019

Sentence Modeling via Multiple Word Embeddings and Multi-level Comparison for Semantic Textual Similarity. Estimation and Tracking of AP-diameter of the Inferior Vena Cava in Ultrasound Images Using a Novel Active Circle Algorithm. Prediction of Autism Treatment Response from Baseline fMRI using Random Forests and Tree Bagging. Learning Sentence Em …

Paper Group ANR 31

October 20, 2019

Ensemble learning with Conformal Predictors: Targeting credible predictions of conversion from Mild Cognitive Impairment to Alzheimer’s Disease. Development and Validation of a Deep Learning Algorithm for Improving Gleason Scoring of Prostate Cancer. Actigraphy-based Sleep/Wake Pattern Detection using Convolutional Neural Networks. Bounding the Err …

Paper Group ANR 48

October 20, 2019

Supervised and Semi-Supervised Deep Neural Networks for CSI-Based Authentication. WebSeg: Learning Semantic Segmentation from Web Searches. A Unified Knowledge Representation and Context-aware Recommender System in Internet of Things. Quick Best Action Identification in Linear Bandit Problems. Document Chunking and Learning Objective Generation for …

Paper Group ANR 5

October 20, 2019

A PTAS for $\ell_p$-Low Rank Approximation. Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs. Entropic Variable Projection for Explainability and Intepretability. DeepSeeNet: A deep learning model for automated classification of patient-based age-related macular degeneration severity from color fundus ph …

Paper Group ANR 71

October 20, 2019

When Names Are Not Commonly Known: Epistemic Logic with Assignments. MULDEF: Multi-model-based Defense Against Adversarial Examples for Neural Networks. Gray-box Adversarial Testing for Control Systems with Machine Learning Component. Shannon entropy for intuitionistic fuzzy information. Pixels, voxels, and views: A study of shape representations f …

Paper Group ANR 80

October 20, 2019

Covariant Compositional Networks For Learning Graphs. Generalized Bregman and Jensen divergences which include some f-divergences. Predicting Opioid Relapse Using Social Media Data. Deep Nets: What have they ever done for Vision?. Learning Sampling Policies for Domain Adaptation. Strategies for Training Stain Invariant CNNs. Three Efficient, Low-Co …

Paper Group AWR 184

October 20, 2019

Stacking-Based Deep Neural Network: Deep Analytic Network for Pattern Classification. Sequence-Aware Recommender Systems. Single-View Place Recognition under Seasonal Changes. SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks. TallyQA: Answering Complex Counting Questions. 3DFeat-Net: Weakly Supervised Local 3D Features for Po …

Paper Group AWR 189

October 20, 2019

Extending Stan for Deep Probabilistic Programming. Strong Baselines for Neural Semi-supervised Learning under Domain Shift. Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss. A Span-Extraction Dataset for Chinese Machine Reading Comprehension. Fast Non-Bayesian Poisson Factorization for Implicit-Feedback Recommendations. LPRN …

Paper Group AWR 190

October 20, 2019

Adversarial Texts with Gradient Methods. GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild. Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition. Collective Matrix Completion. Indian Regional Movie Dataset for Recommender Systems. Unsupervised Single Image Dehazing Using Dark Channel Prior Loss. Incre …

Paper Group AWR 210

October 20, 2019

Deep Generative Models for Distribution-Preserving Lossy Compression. Bayesian Deep Learning on a Quantum Computer. TAP-DLND 1.0 : A Corpus for Document Level Novelty Detection. Deep Convolutional AutoEncoder-based Lossy Image Compression. Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples. Conditional Probability Mode …

Paper Group AWR 218

October 20, 2019

Flipout: Efficient Pseudo-Independent Weight Perturbations on Mini-Batches. A new dataset and model for learning to understand navigational instructions. Attention-based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions. DeepVoxels: Learning Persistent 3D Feature Embeddings. Chinese Pinyin Aided …

Paper Group AWR 225

October 20, 2019

Clustering with Deep Learning: Taxonomy and New Methods. Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification. DSBI: Double-Sided Braille Image Dataset and Algorithm Evaluation for Braille Dots Detection. Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews. SQL-Rank: A Listw …