reinforcement learning

Paper Group ANR 53

Paper Group ANR 53

April 3, 2020

MODRL/D-AM: Multiobjective Deep Reinforcement Learning Algorithm Using Decomposition and Attention Model for Multiobjective Optimization. Minimum entropy production in multipartite processes due to neighborhood constraints. GISNet: Graph-Based Information Sharing Network For Vehicle Trajectory Prediction. A Multi-Modal States based Vehicle Descript …
Paper Group ANR 54

Paper Group ANR 54

April 3, 2020

Unique Properties of Wide Minima in Deep Networks. The Big Three: A Methodology to Increase Data Science ROI by Answering the Questions Companies Care About. Learning Flat Latent Manifolds with VAEs. Detecting Replay Attacks Using Multi-Channel Audio: A Neural Network-Based Method. Recovering Geometric Information with Learned Texture Perturbations …
Paper Group ANR 55

Paper Group ANR 55

April 3, 2020

Infinite-Horizon Differentiable Model Predictive Control. The Past and Present of Imitation Learning: A Citation Chain Study. 1D CNN Based Network Intrusion Detection with Normalization on Imbalanced Data. Survey of Network Intrusion Detection Methods from the Perspective of the Knowledge Discovery in Databases Process. Asynchronous Policy Evaluati …
Paper Group ANR 58

Paper Group ANR 58

April 3, 2020

PIC: Permutation Invariant Convolution for Recognizing Long-range Activities. Games Where You Can Play Optimally with Finite Memory. Complete Dictionary Learning via $\ell_p$-norm Maximization. Improving Reproducibility in Machine Learning Research (A Report from the NeurIPS 2019 Reproducibility Program). Distal Explanations for Explainable Reinfor …
Paper Group ANR 59

Paper Group ANR 59

April 3, 2020

Predicting drug properties with parameter-free machine learning: Pareto-Optimal Embedded Modeling (POEM). Towards Accurate Scene Text Recognition with Semantic Reasoning Networks. The Node Weight Dependent Traveling Salesperson Problem: Approximation Algorithms and Randomized Search Heuristics. PixelHop++: A Small Successive-Subspace-Learning-Based …
Paper Group ANR 6

Paper Group ANR 6

April 3, 2020

Few-Shot Relation Learning with Attention for EEG-based Motor Imagery Classification. Enhanced POET: Open-Ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions. Review of Probability Distributions for Modeling Count Data. Deep Local Shapes: Learning Local SDF Priors for Detailed 3D Reconstruction. Atlas …
Paper Group ANR 61

Paper Group ANR 61

April 3, 2020

Invariant Risk Minimization Games. A Continuous Space Neural Language Model for Bengali Language. dtControl: Decision Tree Learning Algorithms for Controller Representation. Scalable Quantitative Verification For Deep Neural Networks. Multilingual Stance Detection: The Catalonia Independence Corpus. IMAC: In-memory multi-bit Multiplication andACcum …
Paper Group ANR 62

Paper Group ANR 62

April 3, 2020

Performance of Statistical and Machine Learning Techniques for Physical Layer Authentication. ProxEmo: Gait-based Emotion Learning and Multi-view Proxemic Fusion for Socially-Aware Robot Navigation. A novel tree-structured point cloud dataset for skeletonization algorithm evaluation. Deep Learning Stereo Vision at the edge. An End-to-end Deep Learn …
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 64

Paper Group ANR 64

April 3, 2020

Regularization Helps with Mitigating Poisoning Attacks: Distributionally-Robust Machine Learning Using the Wasserstein Distance. 3D Gated Recurrent Fusion for Semantic Scene Completion. Learning Queuing Networks by Recurrent Neural Networks. 3D Deep Learning on Medical Images: A Review. SHX: Search History Driven Crossover for Real-Coded Genetic Al …
Paper Group ANR 66

Paper Group ANR 66

April 3, 2020

Toward Automated Virtual Assembly for Prefabricated Construction: Construction Sequencing through Simulated BIM. LowResourceEval-2019: a shared task on morphological analysis for low-resource languages. Decidability of cutpoint isolation for letter-monotonic probabilistic finite automata. Curriculum Audiovisual Learning. Learning Navigation Costs f …
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 69

Paper Group ANR 69

April 3, 2020

Stochastic Calibration of Radio Interferometers. Optimal least-squares solution to the hand-eye calibration problem. Mask & Focus: Conversation Modelling by Learning Concepts. Automatic Estimation of Sphere Centers from Images of Calibrated Cameras. Multi-frequency calibration for DOA estimation with distributed sensors. On the Role of Dataset Qual …
Paper Group ANR 70

Paper Group ANR 70

April 3, 2020

Estimation of Rate Control Parameters for Video Coding Using CNN. Ready Policy One: World Building Through Active Learning. Learning Autoencoders with Relational Regularization. Context Aware Image Annotation in Active Learning. Boosting API Recommendation with Implicit Feedback. Facial Feedback for Reinforcement Learning: A Case Study and Offline …
Paper Group ANR 71

Paper Group ANR 71

April 3, 2020

Student/Teacher Advising through Reward Augmentation. A General Framework to Analyze Stochastic Linear Bandit. Improving the Adversarial Robustness of Transfer Learning via Noisy Feature Distillation. Amortized variance reduction for doubly stochastic objectives. i-flow: High-dimensional Integration and Sampling with Normalizing Flows. BLCS: Brain- …
Paper Group ANR 74

Paper Group ANR 74

April 3, 2020

Control Frequency Adaptation via Action Persistence in Batch Reinforcement Learning. Deep Adaptive Semantic Logic (DASL): Compiling Declarative Knowledge into Deep Neural Networks. HierTrain: Fast Hierarchical Edge AI Learning with Hybrid Parallelism in Mobile-Edge-Cloud Computing. Using Automated Theorem Provers for Mistake Diagnosis in the Didact …
Paper Group ANR 76

Paper Group ANR 76

April 3, 2020

Fusion of Camera Model and Source Device Specific Forensic Methods for Improved Tamper Detection. Quantized Push-sum for Gossip and Decentralized Optimization over Directed Graphs. Generalisation error in learning with random features and the hidden manifold model. Markov Logic Networks with Complex Weights: Expressivity, Liftability and Fourier Tr …
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 8

Paper Group ANR 8

April 3, 2020

The Variational InfoMax Learning Objective. An initial investigation on optimizing tandem speaker verification and countermeasure systems using reinforcement learning. Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud. RiskOracle: A Minute-level Citywide Traffic Accident Forecasting Framework. Synchronization in 5G: …
Paper Group ANR 80

Paper Group ANR 80

April 3, 2020

Multi-objective Ranking via Constrained Optimization. A Framework for Online Investment Algorithms. Defense Through Diverse Directions. Parameter Sharing in Coagent Networks. Model-Reference Reinforcement Learning Control of Autonomous Surface Vehicles with Uncertainties. Getting Better from Worse: Augmented Bagging and a Cautionary Tale of Variabl …
Paper Group ANR 82

Paper Group ANR 82

April 3, 2020

Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis. Identification and Classification of Phenomena in Multispectral Satellite Imagery Using a New Image Smoother Method and its Applications in Environmental Remote Sensing. Biological Random Walks: integrating heterogeneous data in disease gene prioritization. An Inex …
Paper Group ANR 84

Paper Group ANR 84

April 3, 2020

Disentangled Speech Embeddings using Cross-modal Self-supervision. Towards Learning Multi-agent Negotiations via Self-Play. Robust Speaker Recognition Using Speech Enhancement And Attention Model. An Experiment in Morphological Development for Learning ANN Based Controllers. Intelligent Arxiv: Sort daily papers by learning users topics preference. …
Paper Group ANR 87

Paper Group ANR 87

April 3, 2020

Understanding and Mitigating the Tradeoff Between Robustness and Accuracy. Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation. Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges and Opportunities. Unifying Training and Inference for Panoptic Segmentation. Evolution of Image Segmentation using Deep Conv …
Paper Group AWR 1

Paper Group AWR 1

April 3, 2020

A Sparse Deep Factorization Machine for Efficient CTR prediction. Probability Weighted Compact Feature for Domain Adaptive Retrieval. Masking Orchestration: Multi-task Pretraining for Multi-role Dialogue Representation Learning. Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features. SQLFlow: A Bridg …
Paper Group AWR 10

Paper Group AWR 10

April 3, 2020

High-Dimensional Feature Selection for Genomic Datasets. Localized Flow-Based Clustering in Hypergraphs. Train Scheduling with Hybrid Answer Set Programming. Regression via Implicit Models and Optimal Transport Cost Minimization. Context Based Emotion Recognition using EMOTIC Dataset. Decentralized Learning for Channel Allocation in IoT Networks ov …
Paper Group AWR 11

Paper Group AWR 11

April 3, 2020

DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data. Towards Accurate Vehicle Behaviour Classification With Multi-Relational Graph Convolutional Networks. Common-Knowledge Concept Recognition for SEVA. AvatarMe: Realistically Renderable 3D Facial Reconstruction “in-the-wild”. Sketch Less for More: On-the-Fly Fine-Grained Sketch Based …
Paper Group AWR 13

Paper Group AWR 13

April 3, 2020

Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks. SparseIDS: Learning Packet Sampling with Reinforcement Learning. Quantisation and Pruning for Neural Network Compression and Regularisation. BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation. A Simple Framework for Contrastive Learning of Visual Representati …