Q-Learning

Paper Group ANR 1609

January 26, 2020

Virtual organelle self-coding for fluorescence imaging via adversarial learning. Not All Adversarial Examples Require a Complex Defense: Identifying Over-optimized Adversarial Examples with IQR-based Logit Thresholding. Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural Networks. Combining Anatomical and Functional Networks for N …

Paper Group ANR 1636

January 25, 2020

“Did You Hear That?” Learning to Play Video Games from Audio Cues. NEARBY Platform for Automatic Asteroids Detection and EURONEAR Surveys. Robust subspace clustering by Cauchy loss function. Comparing two deep learning sequence-based models for protein-protein interaction prediction. Zygarde: Time-Sensitive On-Device Deep Intelligence on Intermitte …

Paper Group ANR 1637

January 25, 2020

Computational Socioeconomics. Listening while Speaking and Visualizing: Improving ASR through Multimodal Chain. Fitted Q-Learning in Mean-field Games. Automatic detection of lesion load change in Multiple Sclerosis using convolutional neural networks with segmentation confidence. Generalised learning of time-series: Ornstein-Uhlenbeck processes. Vi …

Paper Group ANR 1638

January 25, 2020

A Distributed Approach towards Discriminative Distance Metric Learning. Distribution oblivious, risk-aware algorithms for multi-armed bandits with unbounded rewards. High Fidelity Face Manipulation with Extreme Pose and Expression. Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference. Hidden State Guidance: Improving Image Caption …

Paper Group ANR 1644

January 25, 2020

When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks. Clause-Wise and Recursive Decoding for Complex and Cross-Domain Text-to-SQL Generation. Spatio-Temporal Attention Pooling for Audio Scene Classification. A Robust Non-Linear and Feature-Selection Image Fusion Theory. C-3PO: Cyclic-Three-Phase Optimization for …

Paper Group ANR 1648

January 25, 2020

A Stochastic Proximal Point Algorithm for Saddle-Point Problems. 3D Graph Embedding Learning with a Structure-aware Loss Function for Point Cloud Semantic Instance Segmentation. Few-shot Learning with Contextual Cueing for Object Recognition in Complex Scenes. Space-adaptive anisotropic bivariate Laplacian regularization for image restoration. Sola …

Paper Group ANR 1651

January 25, 2020

Rosetta: Large scale system for text detection and recognition in images. Asynchronous Single-Photon 3D Imaging. Zap Q-Learning for Optimal Stopping Time Problems. Fingerprint Recognition under Missing Image Pixels Scenario. Privacy preserving Neural Network Inference on Encrypted Data with GPUs. Tackling Initial Centroid of K-Means with Distance P …

Paper Group ANR 1659

January 25, 2020

Multimodal Dataset of Human-Robot Hugging Interaction. Heartbeat Anomaly Detection using Adversarial Oversampling. Multi-Modal Generative Adversarial Network for Short Product Title Generation in Mobile E-Commerce. Meta-Q-Learning. Neural Logic Reinforcement Learning. Learning Disentangled Representations with Reference-Based Variational Autoencode …

Paper Group ANR 1672

January 25, 2020

Stability of decision trees and logistic regression. What You See Is What You Get? The Impact of Representation Criteria on Human Bias in Hiring. Testing randomness. Q-MIND: Defeating Stealthy DoS Attacks in SDN with a Machine-learning based Defense Framework. Program Synthesis and Semantic Parsing with Learned Code Idioms. Interpretable Self-Atten …

Paper Group ANR 1673

January 25, 2020

DeGAN : Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier. Accurate and Fast Retrieval for Complex Non-metric Data via Neighborhood Graphs. Estimating Forces of Robotic Pouring Using a LSTM RNN. Domain Adaptation Regularization for Spectral Pruning. Mixture Modeling of Global Shape Priors and Autoencoding Local Inte …

Paper Group ANR 1674

January 25, 2020

Clinically Accurate Chest X-Ray Report Generation. Zero-Shot Action Recognition in Videos: A Survey. Fast Dimensional Analysis for Root Cause Investigation in a Large-Scale Service Environment. Combining No-regret and Q-learning. Bayesian Model Selection for Change Point Detection and Clustering. An Unethical Optimization Principle. Fine-Grained An …

Paper Group ANR 1680

January 25, 2020

On the Efficiency of the Neuro-Fuzzy Classifier for User Knowledge Modeling Systems. Ancient Painting to Natural Image: A New Solution for Painting Processing. Sparse and Imperceivable Adversarial Attacks. Graph-Revised Convolutional Network. Improved Generalization of Heading Direction Estimation for Aerial Filming Using Semi-supervised Regression …

Paper Group ANR 1689

January 25, 2020

Knowledge-Induced Learning with Adaptive Sampling Variational Autoencoders for Open Set Fault Diagnostics. Kernel-Based Ensemble Learning in Python. Combining Q&A Pair Quality and Question Relevance Features on Community-based Question Retrieval. Computation Reallocation for Object Detection. Deep Learning for Automated Classification and Character …

Paper Group ANR 1690

January 25, 2020

Prioritized Sequence Experience Replay. Improving Neural Language Modeling via Adversarial Training. Phase Portraits as Movement Primitives for Fast Humanoid Robot Control. Gradientless Descent: High-Dimensional Zeroth-Order Optimization. Energy-Aware Neural Architecture Optimization with Fast Splitting Steepest Descent. A Comparative Study on Mach …

Paper Group ANR 1695

January 25, 2020

Q-DATA: Enhanced Traffic Flow Monitoring in Software-Defined Networks applying Q-learning. end-to-end training of a large vocabulary end-to-end speech recognition system. Low-rank Random Tensor for Bilinear Pooling. Analyzing Customer Feedback for Product Fit Prediction. Efficient Contextual Representation Learning Without Softmax Layer. Weakly-Sup …

Paper Group ANR 1711

January 25, 2020

Self-Supervised Dialogue Learning. Verification of Non-Linear Specifications for Neural Networks. Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA. Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation. CURE: Curvature Regularization For Missing Data Recovery. Are we asking the right questions in MovieQA?. LPa …

Paper Group ANR 1720

January 25, 2020

Democratisation of Usable Machine Learning in Computer Vision. A Sensitivity Analysis of Attention-Gated Convolutional Neural Networks for Sentence Classification. Semantic Segmentation from Remote Sensor Data and the Exploitation of Latent Learning for Classification of Auxiliary Tasks. Leveraging Machine Learning and Big Data for Smart Buildings: …

Paper Group ANR 1748

January 25, 2020

A Novel Universal Solar Energy Predictor. Differentiable Ranks and Sorting using Optimal Transport. Finite-Sample Analysis for SARSA with Linear Function Approximation. Least Action Principles and Well-Posed Learning Problems. Enhanced Robot Speech Recognition Using Biomimetic Binaural Sound Source Localization. Stability of Linear Structural Equat …

Paper Group ANR 1759

January 25, 2020

Proposition d’un modèle pour l’optimisation automatique de boucles dans le compilateur Tiramisu : cas d’optimisation de déroulage. ExpertMatcher: Automating ML Model Selection for Clients using Hidden Representations. Towards a Philological Metric through a Topological Data Analysis Approach. Learning Rotation Adaptive Correlation Filters in Robust …

Paper Group ANR 1770

January 25, 2020

Spectrum-enhanced Pairwise Learning to Rank. Minimizing Time-to-Rank: A Learning and Recommendation Approach. An Approximate Bayesian Approach to Surprise-Based Learning. Learning Bilingual Word Embeddings Using Lexical Definitions. Improving Relation Extraction with Knowledge-attention. PH-GCN: Person Re-identification with Part-based Hierarchical …

Paper Group ANR 1773

January 25, 2020

Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion. Man-in-the-Middle Attacks against Machine Learning Classifiers via Malicious Generative Models. On Application of Learning to Rank for E-Commerce Search. A Domain Generalization Perspective on Listwise Context Modeling. QGAN: Quantized Generative Adversarial Networks. U …

Paper Group NANR 10

January 25, 2020

Cross-lingual NIL Entity Clustering for Low-resource Languages. Computational Analysis of the Historical Changes in Poetry and Prose. Amortized Bayesian Meta-Learning. Weakly Supervised Cross-lingual Semantic Relation Classification via Knowledge Distillation. Towards Extracting Medical Family History from Natural Language Interactions: A New Datas …

Paper Group NANR 3

January 25, 2020

An Environment for Relational Annotation of Political Debates. v-trel: Vocabulary Trainer for Tracing Word Relations - An Implicit Crowdsourcing Approach. Compressing Unknown Images With Product Quantizer for Efficient Zero-Shot Classification. Marginalized Latent Semantic Encoder for Zero-Shot Learning. Estimation of Energy Prices in Turkey in the …

Paper Group NANR 32

January 25, 2020

Dichromatic Model Based Temporal Color Constancy for AC Light Sources. Language Modeling with Shared Grammar. Better Generalization with On-the-fly Dataset Denoising. Entropy as a Proxy for Gap Complexity in Open Cloze Tests. The Second Multilingual Surface Realisation Shared Task (SR’19): Overview and Evaluation Results. KGPChamps at SemEval-2019 …

Paper Group NANR 59

January 25, 2020

Modelling Tibetan Verbal Morphology. CamNet: Coarse-to-Fine Retrieval for Camera Re-Localization. Noisy Neural Language Modeling for Typing Prediction in BCI Communication. Investigating Political Herd Mentality: A Community Sentiment Based Approach. A Study of Latent Structured Prediction Approaches to Passage Reranking. Sentence Boundary Detectio …

Paper Group NAWR 11

January 25, 2020

k-Means Clustering of Lines for Big Data. Revisiting NMT for Normalization of Early English Letters. Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration. MedNorm: A Corpus and Embeddings for Cross-terminology Medical Concept Normalisation. Frame-Consistent Recurrent Video Deraining With Dual-Le …

Paper Group NAWR 17

January 25, 2020

Realtime and Accurate 3D Eye Gaze Capture with DCNN-based Iris and Pupil Segmentation. Propagating Uncertainty in Reinforcement Learning via Wasserstein Barycenters. ACIQ: Analytical Clipping for Integer Quantization of neural networks. Bayesian Hierarchical Dynamic Model for Human Action Recognition. Learning Generalizable Device Placement Algorit …

Paper Group NAWR 41

January 25, 2020

Deep imitation learning for molecular inverse problems. Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis. Categorized Bandits. Kalman Filter, Sensor Fusion, and Constrained Regression: Equivalences and Insights. Multiattentive Recurrent Neural Network Architecture for Multilingual Readability Assessment. Co …