Feature Importance

Paper Group ANR 63

Paper Group ANR 63

April 3, 2020

Unpaired Image Super-Resolution using Pseudo-Supervision. PUGeo-Net: A Geometry-centric Network for 3D Point Cloud Upsampling. Multi-Level Feature Fusion Mechanism for Single Image Super-Resolution. Learning Deep Analysis Dictionaries – Part II: Convolutional Dictionaries. An Automatic Relevance Determination Prior Bayesian Neural Network for Cont …
Paper Group ANR 67

Paper Group ANR 67

April 3, 2020

Assembly robots with optimized control stiffness through reinforcement learning. Proximity-Based Active Learning on Streaming Data: A Personalized Eating Moment Recognition. $\text{A}^3$: Activation Anomaly Analysis. A multi-agent ontologies-based clinical decision support system. Can We Read Speech Beyond the Lips? Rethinking RoI Selection for Dee …
Paper Group ANR 68

Paper Group ANR 68

April 3, 2020

Explaining Data-Driven Decisions made by AI Systems: The Counterfactual Approach. Forecasting Corn Yield with Machine Learning Ensembles. Learning from Noisy Similar and Dissimilar Data. SensAI+Expanse Emotional Valence Prediction Studies with Cognition and Memory Integration. Optimal Pricing of Internet of Things: A Machine Learning Approach. Netw …
Paper Group ANR 77

Paper Group ANR 77

April 3, 2020

Half-empty or half-full? A Hybrid Approach to Predict Recycling Behavior of Consumers to Increase Reverse Vending Machine Uptime. A Neural Architecture for Person Ontology population. HAMLET – A Learning Curve-Enabled Multi-Armed Bandit for Algorithm Selection. Comparing Different Deep Learning Architectures for Classification of Chest Radiographs …
Paper Group ANR 79

Paper Group ANR 79

April 3, 2020

Unsupervised Competitive Hardware Learning Rule for Spintronic Clustering Architecture. Influence Function based Data Poisoning Attacks to Top-N Recommender Systems. Woodbury Transformations for Deep Generative Flows. Improved Optimistic Algorithms for Logistic Bandits. Deep Reinforcement Learning-Based Beam Tracking for Low-Latency Services in Veh …
Paper Group ANR 287

Paper Group ANR 287

April 2, 2020

Convolutional-Recurrent Neural Networks on Low-Power Wearable Platforms for Cardiac Arrhythmia Detection. Dimension-free convergence rates for gradient Langevin dynamics in RKHS. DeepBeat: A multi-task deep learning approach to assess signal quality and arrhythmia detection in wearable devices. Topological Descriptors Help Predict Guest Adsorption …
Paper Group ANR 295

Paper Group ANR 295

April 2, 2020

SA vs SAA for population Wasserstein barycenter calculation. TIES: Temporal Interaction Embeddings For Enhancing Social Media Integrity At Facebook. FD-GAN: Generative Adversarial Networks with Fusion-discriminator for Single Image Dehazing. Infodemiological Study Using Google Trends on Coronavirus Epidemic in Wuhan, China. Relation Embedding for P …
Paper Group ANR 348

Paper Group ANR 348

April 2, 2020

Unsupervised Multilingual Alignment using Wasserstein Barycenter. Learning Complexity of Simulated Annealing. Incorporating Expert Prior in Bayesian Optimisation via Space Warping. From Topic Networks to Distributed Cognitive Maps: Zipfian Topic Universes in the Area of Volunteered Geographic Information. Sequential Bayesian Experimental Design for …
Paper Group ANR 383

Paper Group ANR 383

April 2, 2020

EPINE: Enhanced Proximity Information Network Embedding. A Relaxed Inertial Forward-Backward-Forward Algorithm for Solving Monotone Inclusions with Application to GANs. Towards Effective Human-AI Collaboration in GUI-Based Interactive Task Learning Agents. Self-Supervised Graph Representation Learning via Global Context Prediction. Robust Gaussian …
Paper Group ANR 412

Paper Group ANR 412

April 1, 2020

Ising-based Consensus Clustering on Specialized Hardware. Restore from Restored: Single Image Denoising with Pseudo Clean Image. Advaita: Bug Duplicity Detection System. Algebraic and Analytic Approaches for Parameter Learning in Mixture Models. Beyond without Forgetting: Multi-Task Learning for Classification with Disjoint Datasets. A machine lear …
Paper Group ANR 413

Paper Group ANR 413

April 1, 2020

Towards Generalizable Surgical Activity Recognition Using Spatial Temporal Graph Convolutional Networks. Attributed Multi-Relational Attention Network for Fact-checking URL Recommendation. Towards Ground Truth Evaluation of Visual Explanations. Coupled Tensor Completion via Low-rank Tensor Ring. Adversarial Deep Network Embedding for Cross-network …
Paper Group ANR 481

Paper Group ANR 481

April 1, 2020

C-DLinkNet: considering multi-level semantic features for human parsing. Intrinsic Motivation for Encouraging Synergistic Behavior. Learning to Represent Programs with Property Signatures. Segmentation of brain tumor on magnetic resonance imaging using a convolutional architecture. From Nesterov’s Estimate Sequence to Riemannian Acceleration. A Lab …
Paper Group ANR 483

Paper Group ANR 483

April 1, 2020

Geometry and Topology of Deep Neural Networks’ Decision Boundaries. Performance Analysis of Combine Harvester using Hybrid Model of Artificial Neural Networks Particle Swarm Optimization. Minimax Confidence Interval for Off-Policy Evaluation and Policy Optimization. Generalized sampling with functional principal components for high-resolution rando …
Paper Group ANR 492

Paper Group ANR 492

April 1, 2020

Learning to Generate Multiple Style Transfer Outputs for an Input Sentence. Regularized Optimal Transport is Ground Cost Adversarial. Co-occurrence Background Model with Superpixels for Robust Background Initialization. Excitation-based Voice Quality Analysis and Modification. Boosting Algorithms for Estimating Optimal Individualized Treatment Rule …
Paper Group ANR 493

Paper Group ANR 493

April 1, 2020

PHOTON – A Python API for Rapid Machine Learning Model Development. Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution Alignment. Unpaired Image-to-Image Translation using Adversarial Consistency Loss. Adaptive Name Entity Recognition under Highly Unbalanced Data. What Emotions Make One or Five Stars? Unders …
Paper Group NANR 10

Paper Group NANR 10

April 1, 2020

Self-Attentional Credit Assignment for Transfer in Reinforcement Learning. An Empirical Study of Encoders and Decoders in Graph-Based Dependency Parsing. Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation. Mode Connectivity and Sparse Neural Networks. Analysis of Video Feature Learning in Two-Stream CNNs on the Exa …
Paper Group NANR 71

Paper Group NANR 71

April 1, 2020

Mix-review: Alleviate Forgetting in the Pretrain-Finetune Framework for Neural Language Generation Models. Mildly Overparametrized Neural Nets can Memorize Training Data Efficiently. Neural Outlier Rejection for Self-Supervised Keypoint Learning. Deep Hierarchical-Hyperspherical Learning (DH^2L). Physics-Aware Flow Data Completion Using Neural Inpa …
Paper Group NANR 89

Paper Group NANR 89

April 1, 2020

Attributes Obfuscation with Complex-Valued Features. IMPACT: Importance Weighted Asynchronous Architectures with Clipped Target Networks. Progressive Upsampling Audio Synthesis via Effective Adversarial Training. Accelerating SGD with momentum for over-parameterized learning. Estimating Gradients for Discrete Random Variables by Sampling without Re …
Paper Group NANR 98

Paper Group NANR 98

April 1, 2020

Deep automodulators. GLAD: Learning Sparse Graph Recovery. Regional based query in graph active learning. A critical analysis of self-supervision, or what we can learn from a single image. FLAT MANIFOLD VAES. PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search. Detecting Extrapolation with Local Ensembles. DBA: Distribute …