automation

Paper Group ANR 10

Paper Group ANR 10

April 3, 2020

Point-of-Care Diabetic Retinopathy Diagnosis: A Standalone Mobile Application Approach. Ballooning Multi-Armed Bandits. Workshop Report: Detection and Classification in Marine Bioacoustics with Deep Learning. Addressing the Memory Bottleneck in AI Model Training. Pose Augmentation: Class-agnostic Object Pose Transformation for Object Recognition. F …
Paper Group ANR 35

Paper Group ANR 35

April 3, 2020

Feature-Driven Super-Resolution for Object Detection. Single Channel Speech Enhancement Using Temporal Convolutional Recurrent Neural Networks. Region Proposal Network with Graph Prior and IoU-Balance Loss for Landmark Detection in 3D Ultrasound. VQA-LOL: Visual Question Answering under the Lens of Logic. Quantum Computing Assisted Deep Learning fo …
Paper Group ANR 42

Paper Group ANR 42

April 3, 2020

Optimized Feature Space Learning for Generating Efficient Binary Codes for Image Retrieval. SOLAR: Second-Order Loss and Attention for Image Retrieval. GIQA: Generated Image Quality Assessment. Evaluation of Rounding Functions in Nearest-Neighbor Interpolation. Traffic Modelling and Prediction via Symbolic Regression on Road Sensor Data. Embedding …
Paper Group ANR 46

Paper Group ANR 46

April 3, 2020

Zero-Shot Reinforcement Learning with Deep Attention Convolutional Neural Networks. Estimating heterogeneous treatment effects with right-censored data via causal survival forests. MDEA: Malware Detection with Evolutionary Adversarial Learning. Plausible Counterfactuals: Auditing Deep Learning Classifiers with Realistic Adversarial Examples. Kidney …
Paper Group ANR 50

Paper Group ANR 50

April 3, 2020

MANet: Multimodal Attention Network based Point- View fusion for 3D Shape Recognition. Curvature Regularized Surface Reconstruction from Point Cloud. Highly Efficient Salient Object Detection with 100K Parameters. Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA. Preparation of ordered states in ultra-cold …
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 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 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 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 27

Paper Group AWR 27

April 3, 2020

Discrete Action On-Policy Learning with Action-Value Critic. TAdam: A Robust Stochastic Gradient Optimizer. Random Smoothing Might be Unable to Certify $\ell_\infty$ Robustness for High-Dimensional Images. To Share or Not To Share: A Comprehensive Appraisal of Weight-Sharing. Negative Margin Matters: Understanding Margin in Few-shot Classification. …
Paper Group AWR 68

Paper Group AWR 68

April 3, 2020

Interactive Natural Language-based Person Search. Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks. A Comparison of Metric Learning Loss Functions for End-To-End Speaker Verification. Bayesian Neural Networks With Maximum Mean Discrepancy Regularization. On Identifying Hashtags in Disaster Twitter Dat …
Paper Group AWR 74

Paper Group AWR 74

April 3, 2020

Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud. Statistical power for cluster analysis. Multi-variate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows. Synonymous Generalization in Sequence-to-Sequence Recurrent Networks. CRYSPNet: Crystal Structure Predictions via Neural Network. NYTWIT: A Dataset o …
Paper Group AWR 9

Paper Group AWR 9

April 3, 2020

Blue River Controls: A toolkit for Reinforcement Learning Control Systems on Hardware. Seshat: A tool for managing and verifying annotation campaigns of audio data. S$^{2}$OMGAN: Shortcut from Remote Sensing Images to Online Maps. Computed Tomography Reconstruction Using Deep Image Prior and Learned Reconstruction Methods. Artificial Benchmark for …
Paper Group ANR 104

Paper Group ANR 104

April 2, 2020

VAE/WGAN-Based Image Representation Learning For Pose-Preserving Seamless Identity Replacement In Facial Images. Preventing Imitation Learning with Adversarial Policy Ensembles. Ethics in the digital era. Online Meta-Critic Learning for Off-Policy Actor-Critic Methods. Topologically Densified Distributions. Optimization of Graph Total Variation via …
Paper Group ANR 105

Paper Group ANR 105

April 2, 2020

Autonomous discovery in the chemical sciences part I: Progress. Deep Active Inference for Autonomous Robot Navigation. Context-Aware Design of Cyber-Physical Human Systems (CPHS). Back-and-Forth prediction for deep tensor compression. A Study on Multimodal and Interactive Explanations for Visual Question Answering. Stochastic Frequency Masking to I …
Paper Group ANR 107

Paper Group ANR 107

April 2, 2020

FrequentNet : A New Deep Learning Baseline for Image Classification. Binary and Multitask Classification Model for Dutch Anaphora Resolution: Die/Dat Prediction. Partially Observable Games for Secure Autonomy. Exploring Bottom-up and Top-down Cues with Attentive Learning for Webly Supervised Object Detection. A Lagrangian Dual Framework for Deep Ne …
Paper Group ANR 111

Paper Group ANR 111

April 2, 2020

When are Non-Parametric Methods Robust?. Multi-level Head-wise Match and Aggregation in Transformer for Textual Sequence Matching. Adaptive Graph Convolutional Network with Attention Graph Clustering for Co-saliency Detection. A Group Norm Regularized LRR Factorization Model for Spectral Clustering. Information Newton’s flow: second-order optimizat …
Paper Group ANR 117

Paper Group ANR 117

April 2, 2020

Challenges in Supporting Exploratory Search through Voice Assistants. Interpretability of Blackbox Machine Learning Models through Dataview Extraction and Shadow Model creation. Unsupervised Pre-trained, Texture Aware And Lightweight Model for Deep Learning-Based Iris Recognition Under Limited Annotated Data. Deep Learning for Automatic Tracking of …
Paper Group ANR 127

Paper Group ANR 127

April 2, 2020

Proceedings of the AAAI-20 Workshop on Intelligent Process Automation (IPA-20). Uncertainty based Class Activation Maps for Visual Question Answering. Force-Ultrasound Fusion: Bringing Spine Robotic-US to the Next “Level”. GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet. Phylogenetic signal in phonotactics. Revisiting Convolutional Neural …
Paper Group ANR 129

Paper Group ANR 129

April 2, 2020

Metaphoric Paraphrase Generation. Integrating Acting, Planning and Learning in Hierarchical Operational Models. Distributed function estimation: adaptation using minimal communication. The Engagement-Diversity Connection: Evidence from a Field Experiment on Spotify. TrojanNet: Embedding Hidden Trojan Horse Models in Neural Networks. Model Reuse wit …
Paper Group ANR 133

Paper Group ANR 133

April 2, 2020

Parallel 3DPIFCM Algorithm for Noisy Brain MRI Images. Causal Learning by a Robot with Semantic-Episodic Memory in an Aesop’s Fable Experiment. Fast Kernel k-means Clustering Using Incomplete Cholesky Factorization. PDE-based Group Equivariant Convolutional Neural Networks. Automating the Generation of High School Geometry Proofs using Prolog in an …
Paper Group ANR 136

Paper Group ANR 136

April 2, 2020

Geocoding of trees from street addresses and street-level images. Variational Dropout Sparsification for Particle Identification speed-up. Leveraging Code Generation to Improve Code Retrieval and Summarization via Dual Learning. Pruning Neural Belief Propagation Decoders. Is my Neural Network Neuromorphic? Taxonomy, Recent Trends and Future Directi …
Paper Group ANR 143

Paper Group ANR 143

April 2, 2020

What can robotics research learn from computer vision research?. How to choose the most appropriate centrality measure?. Data Parallelism in Training Sparse Neural Networks. Image Embedded Segmentation: Combining Supervised and Unsupervised Objectives through Generative Adversarial Networks. Modeling and Counteracting Exposure Bias in Recommender S …
Paper Group ANR 162

Paper Group ANR 162

April 2, 2020

Disentanglement with Hyperspherical Latent Spaces using Diffusion Variational Autoencoders. The Design of a Space-based Observation and Tracking System for Interstellar Objects. Distilled Semantics for Comprehensive Scene Understanding from Videos. Adaptive Stochastic Optimization. UNCC Biomedical Semantic Question Answering Systems. BioASQ: Task-7 …
Paper Group ANR 206

Paper Group ANR 206

April 2, 2020

ExEm: Expert Embedding using dominating set theory with deep learning approaches. Classifying Images with Few Spikes per Neuron. Image Inpainting by Multiscale Spline Interpolation. Multi-Vehicle Routing Problems with Soft Time Windows: A Multi-Agent Reinforcement Learning Approach. Robust Q-learning. Disentangling Adaptive Gradient Methods from Le …
Paper Group ANR 237

Paper Group ANR 237

April 2, 2020

An interpretable neural network model through piecewise linear approximation. A Maximum Likelihood Approach to Speed Estimation of Foreground Objects in Video Signals. Learning to Optimize Non-Rigid Tracking. Designing for the Long Tail of Machine Learning. Solving Area Coverage Problem with UAVs: A Vehicle Routing with Time Windows Variation. Deep …
Paper Group ANR 239

Paper Group ANR 239

April 2, 2020

Investigating the influence Brexit had on Financial Markets, in particular the GBP/EUR exchange rate. Unsupervised Fuzzy eIX: Evolving Internal-eXternal Fuzzy Clustering. Graph4Code: A Machine Interpretable Knowledge Graph for Code. Emotion Recognition From Gait Analyses: Current Research and Future Directions. AI-Mediated Exchange Theory. Convolut …