object recognition

Paper Group ANR 108

January 31, 2020

Tracking the circulation routes of fresh coins in Bitcoin: A way of identifying coin miners with transaction network structural properties. HiCoRe: Visual Hierarchical Context-Reasoning. Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: I – The Ergodic Case. Constrained Reinforcement Le …

Paper Group ANR 115

January 31, 2020

The Language of Legal and Illegal Activity on the Darknet. Should we Embed? A Study on the Online Performance of Utilizing Embeddings for Real-Time Job Recommendations. HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization. Reference-less Quality Estimation of Text Simplification Systems. Vietname …

Paper Group ANR 132

January 31, 2020

Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction. Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects. Learning Spatiotemporal Features of Ride-sourcing Services with Fusion Convolutional Network. Learned Quality Enhancement via Multi-Frame Priors for HEVC Compliant Low-Delay Appli …

Paper Group ANR 138

January 31, 2020

Online Mixed-Integer Optimization in Milliseconds. Intrinsic Weight Learning Approach for Multi-view Clustering. Derivation of the Variational Bayes Equations. Intra- and Inter-epoch Temporal Context Network (IITNet) for Automatic Sleep Stage Scoring. Memorized Sparse Backpropagation. Automatic Synthesis of Totally Self-Checking Circuits. HEIDL: Le …

Paper Group ANR 140

January 31, 2020

A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks. Toward Understanding Catastrophic Forgetting in Continual Learning. Weight Friction: A Simple Method to Overcome Catastrophic Forgetting and Enable Continual Learning. TrackNet: A Deep Learning Network for Tracking High-speed and Tiny Objects in Sports Applications. Meta …

Paper Group ANR 158

January 31, 2020

A novel method for extracting interpretable knowledge from a spiking neural classifier with time-varying synaptic weights. A Review of methods for Textureless Object Recognition. CDTB: A Color and Depth Visual Object Tracking Dataset and Benchmark. Boosting Item-based Collaborative Filtering via Nearly Uncoupled Random Walks. Comparing Samples from …

Paper Group ANR 159

January 31, 2020

Universal Approximation with Deep Narrow Networks. VGG Fine-tuning for Cooking State Recognition. Leveraging Crowdsourced GPS Data for Road Extraction from Aerial Imagery. Universal, transferable and targeted adversarial attacks. Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert Domains. EILearn: Learning Increme …

Paper Group ANR 35

January 31, 2020

Optimize Cash Collection: Use Machine learning to Predicting Invoice Payment. Completion Reasoning Emulation for the Description Logic EL+. ActiveHNE: Active Heterogeneous Network Embedding. KerCNNs: biologically inspired lateral connections for classification of corrupted images. Learning Clustered Representation for Complex Free Energy Landscapes …

Paper Group ANR 46

January 31, 2020

Joint Learning of Pre-Trained and Random Units for Domain Adaptation in Part-of-Speech Tagging. Diversified Hidden Markov Models for Sequential Labeling. Deep Residual Reinforcement Learning. Histopathologic Image Processing: A Review. Pointing Novel Objects in Image Captioning. Learning Non-Markovian Quantum Noise from Moiré-Enhanced Swap Spectros …

Paper Group ANR 5

January 31, 2020

Aleatoric and Epistemic Uncertainty in Machine Learning: A Tutorial Introduction. AlgoNet: $C^\infty$ Smooth Algorithmic Neural Networks. Exploring Temporal Differences in 3D Convolutional Neural Networks. Convolutional Neural Networks: A Binocular Vision Perspective. Flexible Clustering with a Sparse Mixture of Generalized Hyperbolic Distributions …

Paper Group ANR 65

January 31, 2020

A Dynamic Sampling Adaptive-SGD Method for Machine Learning. An Innovative Approach to Addressing Childhood Obesity: A Knowledge-Based Infrastructure for Supporting Multi-Stakeholder Partnership Decision-Making in Quebec, Canada. Learning to Observe: Approximating Human Perceptual Thresholds for Detection of Suprathreshold Image Transformations. Pa …

Paper Group ANR 86

January 31, 2020

AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation. Recent advances in conversational NLP : Towards the standardization of Chatbot building. Fairness risk measures. CompareNet: Anatomical Segmentation Network with Deep Non-local Label Fusion. FastSurfer – A fast and accurate deep learning based neuroimaging pipeline. Lifelon …

Paper Group AWR 382

January 31, 2020

Reverse-Engineering Satire, or “Paper on Computational Humor Accepted Despite Making Serious Advances”. Learning Dynamics of Attention: Human Prior for Interpretable Machine Reasoning. A Study on Wrist Identification for Forensic Investigation. Overview and Results: CL-SciSumm Shared Task 2019. Learning Task-Specific Generalized Convolutions in the …

Paper Group AWR 385

January 31, 2020

An Alternative Surrogate Loss for PGD-based Adversarial Testing. Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation. Noise-tolerant fair classification. Learning Resolution Parameters for Graph Clustering. STCN: Stochastic Temporal Convolutional Networks. Intensity-Free Learning of Temporal Point Processes. Mult …

Paper Group AWR 390

January 31, 2020

Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers. A fast, complete, point cloud based loop closure for LiDAR odometry and mapping. Learning a smooth kernel regularizer for convolutional neural networks. Developing a Fine-Grained Corpus for a Less-resourced Language: the case of Kurdish. Evaluating Recurr …

Paper Group AWR 393

January 31, 2020

Modeling Color Terminology Across Thousands of Languages. Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning. Transferring Robustness for Graph Neural Network Against Poisoning Attacks. A Pilot Study for Chinese SQL Semantic Parsing. Entity, Relation, and Event Extraction with Contextualized Span Representations. …

Paper Group AWR 402

January 31, 2020

An Empirical Study of Content Understanding in Conversational Question Answering. AutoML: Exploration v.s. Exploitation. Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels. Copy mechanism and tailored training for character-based data-to-text generation. Construct Dynamic Graphs for Hand Gesture Recognition via Spa …

Paper Group AWR 407

January 31, 2020

Lane Detection and Classification using Cascaded CNNs. TomoGAN: Low-Dose Synchrotron X-Ray Tomography with Generative Adversarial Networks. Russian Language Datasets in the Digitial Humanities Domain and Their Evaluation with Word Embeddings. Einconv: Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks. Amortized Be …

Paper Group AWR 424

January 31, 2020

On the computation of counterfactual explanations – A survey. The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction. Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic Formulae. Co-Separating Sounds of Visual Objects. GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond. What’ …

Paper Group AWR 431

January 31, 2020

d-blink: Distributed End-to-End Bayesian Entity Resolution. PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification. QASC: A Dataset for Question Answering via Sentence Composition. Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks. Optimal Transport-based Alignment of Learned Character Re …

Paper Group ANR 238

January 30, 2020

Creation and Evaluation of Datasets for Distributional Semantics Tasks in the Digital Humanities Domain. PAC-Bayes Analysis of Sentence Representation. Performance comparison of 3D correspondence grouping algorithm for 3D plant point clouds. Exploring the Role of Common Model of Cognition in Designing Adaptive Coaching Interactions for Health Behav …

Paper Group ANR 249

January 30, 2020

Stochastic Blockmodels meet Graph Neural Networks. More Powerful Selective Kernel Tests for Feature Selection. SpaceNet MVOI: a Multi-View Overhead Imagery Dataset. An Integrated Autoencoder-Based Filter for Sparse Big Data. Availability-Based Production Predicts Speakers’ Real-time Choices of Mandarin Classifiers. Learning to Generate Unambiguous …

Paper Group ANR 260

January 30, 2020

SkelNetOn 2019: Dataset and Challenge on Deep Learning for Geometric Shape Understanding. TBQ($σ$): Improving Efficiency of Trace Utilization for Off-Policy Reinforcement Learning. 3D Dense Separated Convolution Module for Volumetric Image Analysis. CCMI : Classifier based Conditional Mutual Information Estimation. Towards a Quantum-Like Cognitive …

Paper Group ANR 265

January 30, 2020

A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis. HDDL – A Language to Describe Hierarchical Planning Problems. A Stochastic Extra-Step Quasi-Newton Method for Nonsmooth Nonconvex Optimization. OrthographicNet: A Deep Learning Approach for 3D Object Recognition in Open-Ended Domains. High-performance stock index trad …

Paper Group ANR 275

January 30, 2020

SetGAN: Improving the stability and diversity of generative models through a permutation invariant architecture. Technical notes: Syntax-aware Representation Learning With Pointer Networks. Automatic Model Building in GEFCom 2017 Qualifying Match. Quantum Observables for continuous control of the Quantum Approximate Optimization Algorithm via Reinf …

Paper Group ANR 283

January 30, 2020

Risk-Averse Planning Under Uncertainty. Deep-learning estimation of band gap with the reading-periodic-table method and periodic convolution layer. Deep learning as optimal control problems: models and numerical methods. Early Action Prediction with Generative Adversarial Networks. Inner-product Kernels are Asymptotically Equivalent to Binary Discr …

Paper Group ANR 284

January 30, 2020

Architectural Tricks for Deep Learning in Remote Photoplethysmography. Semantically Driven Auto-completion. Infant Mortality Prediction using Birth Certificate Data. Pre-train, Interact, Fine-tune: A Novel Interaction Representation for Text Classification. Deep Plug-and-Play Prior for Parallel MRI Reconstruction. Improved Reinforcement Learning th …

Paper Group ANR 295

January 30, 2020

Building a Benchmark Dataset and Classifiers for Sentence-Level Findings in AP Chest X-rays. Logistic principal component analysis via non-convex singular value thresholding. DaTscan SPECT Image Classification for Parkinson’s Disease. SRG: Snippet Relatedness-based Temporal Action Proposal Generator. Anomaly Detection in Traffic Scenes via Spatial- …