Q-Learning

Paper Group ANR 344

Paper Group ANR 344

July 28, 2019

Automatic Quality Estimation for ASR System Combination. Large-scale Image Geo-Localization Using Dominant Sets. The Geometry of Nodal Sets and Outlier Detection. Image Captioning and Classification of Dangerous Situations. DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification. Data Distillation for Controlling Specificity in …
Paper Group ANR 349

Paper Group ANR 349

July 28, 2019

Synthetic to Real Adaptation with Generative Correlation Alignment Networks. Survey of reasoning using Neural networks. Automatic Generation of Natural Language Explanations. Practical Block-wise Neural Network Architecture Generation. An Automatic Diagnosis Method of Facial Acne Vulgaris Based on Convolutional Neural Network. Is this word borrowed …
Paper Group ANR 367

Paper Group ANR 367

July 28, 2019

Knowledge distillation using unlabeled mismatched images. Learning Phrase Embeddings from Paraphrases with GRUs. Learning General Latent-Variable Graphical Models with Predictive Belief Propagation. Neuron-level Selective Context Aggregation for Scene Segmentation. Towards understanding feedback from supermassive black holes using convolutional neu …
Paper Group ANR 391

Paper Group ANR 391

July 28, 2019

Semiparametric spectral modeling of the Drosophila connectome. Scalable and Incremental Learning of Gaussian Mixture Models. Deep Primal-Dual Reinforcement Learning: Accelerating Actor-Critic using Bellman Duality. Integration of Preferences in Decomposition Multi-Objective Optimization. TensorLog: Deep Learning Meets Probabilistic DBs. MR image re …
Paper Group ANR 395

Paper Group ANR 395

July 28, 2019

Does Weather Matter? Causal Analysis of TV Logs. Scale-invariant temporal history (SITH): optimal slicing of the past in an uncertain world. A Method for Determining Weights of Criterias and Alternative of Fuzzy Group Decision Making Problem. A proposal for ethically traceable artificial intelligence. Learning Independent Causal Mechanisms. Learnin …
Paper Group ANR 424

Paper Group ANR 424

July 28, 2019

DLVM: A modern compiler infrastructure for deep learning systems. Bayesian Unification of Gradient and Bandit-based Learning for Accelerated Global Optimisation. A Fusion-based Gender Recognition Method Using Facial Images. The Forgettable-Watcher Model for Video Question Answering. Semi-Automatic Segmentation and Ultrasonic Characterization of Sol …
Paper Group ANR 425

Paper Group ANR 425

July 28, 2019

A large comparison of feature-based approaches for buried target classification in forward-looking ground-penetrating radar. The Eigenoption-Critic Framework. Exploring Temporal Preservation Networks for Precise Temporal Action Localization. Gabor Filter Assisted Energy Efficient Fast Learning Convolutional Neural Networks. Convergence Rates for De …
Paper Group ANR 444

Paper Group ANR 444

July 28, 2019

Finding Efficient Swimming Strategies in a Three Dimensional Chaotic Flow by Reinforcement Learning. End-to-end Network for Twitter Geolocation Prediction and Hashing. A Fully-Automated Pipeline for Detection and Segmentation of Liver Lesions and Pathological Lymph Nodes. Fuzzy Based Implicit Sentiment Analysis on Quantitative Sentences. A Novel Fr …
Paper Group ANR 450

Paper Group ANR 450

July 28, 2019

Diversified Top-k Partial MaxSAT Solving. Distributed Vector Representation Of Shopping Items, The Customer And Shopping Cart To Build A Three Fold Recommendation System. SILVar: Single Index Latent Variable Models. Quaternion Based Camera Pose Estimation From Matched Feature Points. FWDA: a Fast Wishart Discriminant Analysis with its Application t …
Paper Group ANR 461

Paper Group ANR 461

July 28, 2019

The Compressed Model of Residual CNDS. On the organization of grid and place cells: Neural de-noising via subspace learning. Apprentice: Using Knowledge Distillation Techniques To Improve Low-Precision Network Accuracy. A Survey of Model Compression and Acceleration for Deep Neural Networks. Texture Fuzzy Segmentation using Skew Divergence Adaptive …
Paper Group ANR 471

Paper Group ANR 471

July 27, 2019

Y-net: 3D intracranial artery segmentation using a convolutional autoencoder. Game-Theoretic Design of Secure and Resilient Distributed Support Vector Machines with Adversaries. UAV and Service Robot Coordination for Indoor Object Search Tasks. Earth System Modeling 2.0: A Blueprint for Models That Learn From Observations and Targeted High-Resoluti …
Paper Group ANR 475

Paper Group ANR 475

July 27, 2019

Learning Powers of Poisson Binomial Distributions. Putting a Face to the Voice: Fusing Audio and Visual Signals Across a Video to Determine Speakers. Deep Learning for Video Game Playing. Limiting the Reconstruction Capability of Generative Neural Network using Negative Learning. Deep Episodic Value Iteration for Model-based Meta-Reinforcement Lear …
Paper Group ANR 491

Paper Group ANR 491

July 27, 2019

Real-Time Adaptive Image Compression. Social Learning and Diffusion of Pervasive Goods: An Empirical Study of an African App Store. Efficient Version-Space Reduction for Visual Tracking. Learning to Represent Haptic Feedback for Partially-Observable Tasks. On Early-stage Debunking Rumors on Twitter: Leveraging the Wisdom of Weak Learners. Person Re …
Paper Group ANR 493

Paper Group ANR 493

July 27, 2019

Adaptive Sampling Strategies for Stochastic Optimization. An Annotated Corpus of Relational Strategies in Customer Service. Applying High-Resolution Visible Imagery to Satellite Melt Pond Fraction Retrieval: A Neural Network Approach. Artifact reduction for separable non-local means. Cover Tree Compressed Sensing for Fast MR Fingerprint Recovery. D …
Paper Group ANR 529

Paper Group ANR 529

July 27, 2019

Gaussian Processes with Context-Supported Priors for Active Object Localization. Collaborative Deep Reinforcement Learning for Joint Object Search. Large-scale Feature Selection of Risk Genetic Factors for Alzheimer’s Disease via Distributed Group Lasso Regression. RaspiReader: An Open Source Fingerprint Reader Facilitating Spoof Detection. Non-Con …
Paper Group ANR 538

Paper Group ANR 538

July 27, 2019

Leveraging Deep Neural Network Activation Entropy to cope with Unseen Data in Speech Recognition. Three-dimensional planar model estimation using multi-constraint knowledge based on k-means and RANSAC. Efficient and Invariant Convolutional Neural Networks for Dense Prediction. Between Homomorphic Signal Processing and Deep Neural Networks: Construc …
Paper Group ANR 561

Paper Group ANR 561

July 27, 2019

Combining Bayesian Approaches and Evolutionary Techniques for the Inference of Breast Cancer Networks. Meta Inverse Reinforcement Learning via Maximum Reward Sharing for Human Motion Analysis. Review. Machine learning techniques for traffic sign detection. PCA-Initialized Deep Neural Networks Applied To Document Image Analysis. Equivalence Between …
Paper Group ANR 567

Paper Group ANR 567

July 27, 2019

Aperture Supervision for Monocular Depth Estimation. A reinforcement learning algorithm for building collaboration in multi-agent systems. Serious Games Application for Memory Training Using Egocentric Images. SafePredict: A Meta-Algorithm for Machine Learning That Uses Refusals to Guarantee Correctness. Object Classification in Images of Neoclassi …
Paper Group ANR 571

Paper Group ANR 571

July 27, 2019

A Survey of Structure from Motion. From Review to Rating: Exploring Dependency Measures for Text Classification. Houdini: Fooling Deep Structured Prediction Models. Exponential error rates of SDP for block models: Beyond Grothendieck’s inequality. Joint Weakly and Semi-Supervised Deep Learning for Localization and Classification of Masses in Breast …
Paper Group ANR 576

Paper Group ANR 576

July 27, 2019

DeepProbe: Information Directed Sequence Understanding and Chatbot Design via Recurrent Neural Networks. Going Wider: Recurrent Neural Network With Parallel Cells. Generative Models of Visually Grounded Imagination. Distributed SAGA: Maintaining linear convergence rate with limited communication. Scalable and Compact 3D Action Recognition with Appr …
Paper Group ANR 593

Paper Group ANR 593

July 27, 2019

Leveraging Sparse and Dense Feature Combinations for Sentiment Classification. The origins of Zipf’s meaning-frequency law. Bayesian Optimisation for Safe Navigation under Localisation Uncertainty. Consistent Kernel Density Estimation with Non-Vanishing Bandwidth. Learning to Factor Policies and Action-Value Functions: Factored Action Space Represe …
Paper Group ANR 602

Paper Group ANR 602

July 27, 2019

On-line Building Energy Optimization using Deep Reinforcement Learning. Sparse inference of the drift of a high-dimensional Ornstein-Uhlenbeck process. Hand3D: Hand Pose Estimation using 3D Neural Network. Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training. Visually-Aware Fashion Recommendation and Design with …
Paper Group ANR 611

Paper Group ANR 611

July 27, 2019

Multi-step Reinforcement Learning: A Unifying Algorithm. Local nearest neighbour classification with applications to semi-supervised learning. Deep Co-Space: Sample Mining Across Feature Transformation for Semi-Supervised Learning. Subsampling for Ridge Regression via Regularized Volume Sampling. Vision-based Real-Time Aerial Object Localization an …
Paper Group ANR 631

Paper Group ANR 631

July 27, 2019

Graph Based Over-Segmentation Methods for 3D Point Clouds. Mosquito detection with low-cost smartphones: data acquisition for malaria research. A Semantically Motivated Approach to Compute ROUGE Scores. Discovery and recognition of motion primitives in human activities. Genetic Algorithm-Based Solver for Very Large Multiple Jigsaw Puzzles of Unknow …
Paper Group ANR 674

Paper Group ANR 674

July 27, 2019

Distribution-Based Categorization of Classifier Transfer Learning. Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations. On Prediction and Tolerance Intervals for Dynamic Treatment Regimes. De-identification In practice. Pseudorehearsal in value function approximation. Alternating Iteratively Reweighted Minimization Al …
Paper Group ANR 719

Paper Group ANR 719

July 27, 2019

Online Video Deblurring via Dynamic Temporal Blending Network. The Cafe Wall Illusion: Local and Global Perception from multiple scale to multiscale. Adversarial Training for Disease Prediction from Electronic Health Records with Missing Data. Learning what to look in chest X-rays with a recurrent visual attention model. Scalable Joint Models for R …
Paper Group ANR 722

Paper Group ANR 722

July 27, 2019

Solving $\ell^p!$-norm regularization with tensor kernels. Deep Learning for automatic sale receipt understanding. Gaussian Filter in CRF Based Semantic Segmentation. Q-Learning Algorithm for VoLTE Closed-Loop Power Control in Indoor Small Cells. Fast LIDAR-based Road Detection Using Fully Convolutional Neural Networks. Learning to segment on tiny …
Paper Group ANR 730

Paper Group ANR 730

July 27, 2019

BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems. A Network Perspective on Stratification of Multi-Label Data. Infrastructure for Usable Machine Learning: The Stanford DAWN Project. Exploring Convolutional Networks for End-to-End Visual Servoing. How big is big enough? Unsupervised word sense dis …