reinforcement learning

Paper Group ANR 698

January 29, 2020

Singular Value Decomposition and Neural Networks. Synthetic QA Corpora Generation with Roundtrip Consistency. Simulation-based reinforcement learning for real-world autonomous driving. Learning to Train with Synthetic Humans. Alpha Discovery Neural Network based on Prior Knowledge. Automatic Differentiation for Adjoint Stencil Loops. A Segmentation …

Paper Group ANR 699

January 29, 2020

On the Initialization of Long Short-Term Memory Networks. Fairness in Reinforcement Learning. Modified online Newton step based on element wise multiplication. Covering up bias in CelebA-like datasets with Markov blankets: A post-hoc cure for attribute prior avoidance. Deep Learning for Over-the-Air Non-Orthogonal Signal Classification. Learning pa …

Paper Group ANR 701

January 29, 2020

Learning Sparse Dynamical Systems from a Single Sample Trajectory. Properties of Laplacian Pyramids for Extension and Denoising. PIQA: Reasoning about Physical Commonsense in Natural Language. Generating Interactive Worlds with Text. Best Arm Identification in Generalized Linear Bandits. Can User-Centered Reinforcement Learning Allow a Robot to Att …

Paper Group ANR 702

January 29, 2020

Paper Group ANR 703

January 29, 2020

VICSOM: VIsual Clues from SOcial Media for psychological assessment. A Context-and-Spatial Aware Network for Multi-Person Pose Estimation. Are We Ready for Service Robots? The OpenLORIS-Scene Datasets for Lifelong SLAM. Exactly Sparse Gaussian Variational Inference with Application to Derivative-Free Batch Nonlinear State Estimation. KarNet: An Eff …

Paper Group ANR 704

January 29, 2020

Online Forecasting of Total-Variation-bounded Sequences. BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model. Rating for Parents: Predicting Children Suitability Rating for Movies Based on Language of the Movies. Automated Multiclass Cardiac Volume Segmentation and Model Generation. Causal Simulations for Uplift Modelin …

Paper Group ANR 705

January 29, 2020

Incorporating Priors with Feature Attribution on Text Classification. A Simple Recommender Engine for Matching Final-Year Project Student with Supervisor. Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting. Text2Node: a Cross-Domain System for Mapping Arbitrary Phrases to a Taxonomy. Deep Latent Space Lea …

Paper Group ANR 708

January 29, 2020

BCMA-ES II: revisiting Bayesian CMA-ES. A Quotient Space Formulation for Statistical Analysis of Graphical Data. Continuous Integration of Machine Learning Models with ease.ml/ci: Towards a Rigorous Yet Practical Treatment. A Study on Angular Based Embedding Learning for Text-independent Speaker Verification. Mask TextSpotter: An End-to-End Trainab …

Paper Group ANR 709

January 29, 2020

Towards Characterizing Divergence in Deep Q-Learning. Automatic Evaluation of Local Topic Quality. MonoNet: Towards Interpretable Models by Learning Monotonic Features. Multi-Player Bandits: The Adversarial Case. Extension of Rough Set Based on Positive Transitive Relation. Unsupervised Automatic Building Extraction Using Active Contour Model on Un …

Paper Group ANR 712

January 29, 2020

PET/CT Radiomic Sequencer for Prediction of EGFR and KRAS Mutation Status in NSCLC Patients. Explainable Deep Learning for Augmentation of sRNA Expression Profiles. Measure Contribution of Participants in Federated Learning. NESTA: Hamming Weight Compression-Based Neural Proc. Engine. Batch Uniformization for Minimizing Maximum Anomaly Score of DNN …

Paper Group ANR 713

January 29, 2020

Factorized Multimodal Transformer for Multimodal Sequential Learning. Lucene for Approximate Nearest-Neighbors Search on Arbitrary Dense Vectors. LiStereo: Generate Dense Depth Maps from LIDAR and Stereo Imagery. TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning. ExperienceThinking: Hyperparameter Optimization with Budget …

Paper Group ANR 715

January 29, 2020

Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem. Deep learning-based survival prediction for multiple cancer types using histopathology images. On Conditioning GANs to Hierarchical Ontologies. Multi-Frame Content Integration with a Spatio-Temporal Attention Mechanism for Person Video Motion Transfer. Data Samp …

Paper Group ANR 717

January 29, 2020

Sample Complexity of Kalman Filtering for Unknown Systems. Environmental drivers of systematicity and generalization in a situated agent. Multinomial Random Forest: Toward Consistency and Privacy-Preservation. Semantic-Guided Multi-Attention Localization for Zero-Shot Learning. Parameter Optimization and Learning in a Spiking Neural Network for UAV …

Paper Group ANR 719

January 29, 2020

Applications of Generative Adversarial Models in Visual Search Reformulation. Multimodal Abstractive Summarization for How2 Videos. Still no free lunches: the price to pay for tighter PAC-Bayes bounds. Vouw: Geometric Pattern Mining using the MDL Principle. Classification Accuracy Score for Conditional Generative Models. Eigenvalue and Generalized …

Paper Group ANR 721

January 29, 2020

BPPSA: Scaling Back-propagation by Parallel Scan Algorithm. Combining Representation Learning with Tensor Factorization for Risk Factor Analysis - an application to Epilepsy and Alzheimer’s disease. Deep Reinforcement Learning for Foreign Exchange Trading. On the Equivalence between Node Embeddings and Structural Graph Representations. Multi-node e …

Paper Group ANR 722

January 29, 2020

Improved Document Modelling with a Neural Discourse Parser. Segmentation of Lumen and External Elastic Laminae in Intravascular Ultrasound Images using Ultrasonic Backscattering Physics Initialized Multiscale Random Walks. Analysis of Software Engineering for Agile Machine Learning Projects. Ludwig: a type-based declarative deep learning toolbox. D …

Paper Group ANR 723

January 29, 2020

Early warning in egg production curves from commercial hens: A SVM approach. A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration. Understanding Geometry of Encoder-Decoder CNNs. Towards an automatic recognition of mixed languages: The Ukrainian-Russian hybrid language Surzhyk. The Neural State Pushdown Automata. …

Paper Group ANR 725

January 29, 2020

Nostalgin: Extracting 3D City Models from Historical Image Data. Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task. Prediction and Sampling with Local Graph Transforms for Quasi-Lossless Light Field Compression. Deterministic Completion of Rectangular Matrices Using Ramanujan Bigraphs – II: Explicit Cons …

Paper Group ANR 727

January 29, 2020

A numerical measure of the instability of Mapper-type algorithms. Learning to Generalize to Unseen Tasks with Bilevel Optimization. Convergence Rates of Variational Inference in Sparse Deep Learning. On the Global Convergence of Actor-Critic: A Case for Linear Quadratic Regulator with Ergodic Cost. Machine: The New Art Connoisseur. Improving Model …

Paper Group ANR 730

January 29, 2020

Phase-aware Speech Enhancement with Deep Complex U-Net. Continual adaptation for efficient machine communication. An improved uncertainty propagation method for robust i-vector based speaker recognition. Multi-level Texture Encoding and Representation (MuLTER) based on Deep Neural Networks. Probabilistic Rollouts for Learning Curve Extrapolation Ac …

Paper Group ANR 732

January 29, 2020

Faster AutoAugment: Learning Augmentation Strategies using Backpropagation. Improving Evolutionary Strategies with Generative Neural Networks. Running Event Visualization using Videos from Multiple Cameras. What Can Learned Intrinsic Rewards Capture?. Learning Self-Game-Play Agents for Combinatorial Optimization Problems. GA-DAN: Geometry-Aware Dom …

Paper Group ANR 733

January 29, 2020

DeepSWIR: A Deep Learning Based Approach for the Synthesis of Short-Wave InfraRed Band using Multi-Sensor Concurrent Datasets. Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition. On the Computation and Communication Complexity of Parallel SGD with Dynamic Batch Sizes for Stochastic Non-Convex Optimization. Deep Poetry: A Ch …

Paper Group ANR 735

January 29, 2020

Rethinking Person Re-Identification with Confidence. Scanner Invariant Representations for Diffusion MRI Harmonization. Richer priors for infinitely wide multi-layer perceptrons. Augmented Replay Memory in Reinforcement Learning With Continuous Control. Event-scheduling algorithms with Kalikow decomposition for simulating potentially infinite neuro …

Paper Group ANR 736

January 29, 2020

Distant Pedestrian Detection in the Wild using Single Shot Detector with Deep Convolutional Generative Adversarial Networks. Non-congruent non-degenerate curves with identical signatures. Computing the Value of Data: Towards Applied Data Minimalism. Convolutional Recurrent Reconstructive Network for Spatiotemporal Anomaly Detection in Solder Paste …

Paper Group ANR 743

January 29, 2020

Deep Learning for space-variant deconvolution in galaxy surveys. TF3P: Three-dimensional Force Fields Fingerprint Learned by Deep Capsular Network. PreVIous: A Methodology for Prediction of Visual Inference Performance on IoT Devices. Characterizing the invariances of learning algorithms using category theory. Apprenticeship Learning via Frank-Wolf …

Paper Group ANR 744

January 29, 2020

On the Bias-Variance Tradeoff: Textbooks Need an Update. Understanding the Effects of Pre-Training for Object Detectors via Eigenspectrum. Pipelined Training with Stale Weights of Deep Convolutional Neural Networks. Acceleration of the NVT-flash calculation for multicomponent mixtures using deep neural network models. Parameters Estimation for the …

Paper Group ANR 748

January 29, 2020

Learning Multi-Stage Sparsification for Maximum Clique Enumeration. A reaction network scheme which implements inference and learning for Hidden Markov Models. Leveraging Pretrained Word Embeddings for Part-of-Speech Tagging of Code Switching Data. Deep Angular Embedding and Feature Correlation Attention for Breast MRI Cancer Analysis. Blended Matc …

Paper Group ANR 749

January 29, 2020

Randomized Reactive Redundancy for Byzantine Fault-Tolerance in Parallelized Learning. Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs. Automatic Ensemble Learning for Online Influence Maximization. Learning retrosynthetic planning through self-play. Controlling Text Complexity in Neural Machine Translation. Triply R …