object recognition

Paper Group ANR 1186

January 27, 2020

Copula & Marginal Flows: Disentangling the Marginal from its Joint. Seeing Behind Things: Extending Semantic Segmentation to Occluded Regions. Queueing Analysis of GPU-Based Inference Servers with Dynamic Batching: A Closed-Form Characterization. Experimental Exploration of Compact Convolutional Neural Network Architectures for Non-temporal Real-ti …

Paper Group ANR 1208

January 27, 2020

Continual Learning in Neural Networks. Automatic Detection of Cortical Arousals in Sleep and their Contribution to Daytime Sleepiness. EM-NET: Centerline-Aware Mitochondria Segmentation in EM Images via Hierarchical View-Ensemble Convolutional Network. Locally Connected Spiking Neural Networks for Unsupervised Feature Learning. Online Object Repres …

Paper Group ANR 1224

January 27, 2020

Machine learning for protein folding and dynamics. Reliable Weakly Supervised Learning: Maximize Gain and Maintain Safeness. The Power of Factorization Mechanisms in Local and Central Differential Privacy. Neural Machine Translation with Noisy Lexical Constraints. Meta-neural-network for Realtime and Passive Deep-learning-based Object Recognition. …

Paper Group ANR 1225

January 27, 2020

Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments. 3D Hand Pose Estimation in the Wild via Graph Refinement under Adversarial Learning. Q-learning with UCB Exploration is Sample Efficient for Infinite-Horizon MDP. A literature review on current approaches and applications of fuzzy expert systems. BagNet: Berkel …

Paper Group ANR 1258

January 27, 2020

On using 2D sequence-to-sequence models for speech recognition. End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures. The Odds are Odd: A Statistical Test for Detecting Adversarial Examples. Generating Dialogue Agents via Automated Planning. Deep MR Brain Image Super-Resolution Using Spatio-Structural Priors. A surv …

Paper Group ANR 1268

January 27, 2020

Improving the Scalability of a Prosumer Cooperative Game with K-Means Clustering. Corticospinal Tract (CST) reconstruction based on fiber orientation distributions(FODs) tractography. Low-Shot Classification: A Comparison of Classical and Deep Transfer Machine Learning Approaches. A Deep Neural Network for Short-Segment Speaker Recognition. From Sp …

Paper Group ANR 1274

January 27, 2020

Wasserstein Dependency Measure for Representation Learning. BEHRT: Transformer for Electronic Health Records. Acquisition of Inflectional Morphology in Artificial Neural Networks With Prior Knowledge. Unbabel’s Submission to the WMT2019 APE Shared Task: BERT-based Encoder-Decoder for Automatic Post-Editing. Mixed-Integer Optimization Approach to Le …

Paper Group ANR 1285

January 27, 2020

Discriminative training of conditional random fields with probably submodular constraints. Deep-Learning Assisted High-Resolution Binocular Stereo Depth Reconstruction. DR-KFS: A Differentiable Visual Similarity Metric for 3D Shape Reconstruction. Learning Linear-Quadratic Regulators Efficiently with only $\sqrt{T}$ Regret. Statistical Learning and …

Paper Group ANR 1291

January 27, 2020

Posing Fair Generalization Tasks for Natural Language Inference. A Hybrid Morpheme-Word Representation for Machine Translation of Morphologically Rich Languages. A clusterwise supervised learning procedure based on aggregation of distances. Does Object Recognition Work for Everyone?. Face Detection and Face Recognition In the Wild Using Off-the-She …

Paper Group ANR 1303

January 27, 2020

Blockwise Based Detection of Local Defects. Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections. Deep Optimization model for Screen Content Image Quality Assessment using Neural Networks. Semi-Supervised Exploration in Image Retrieval. Deep Learning for Hybrid 5G Services in Mobile Edge Computing Systems: Learn fr …

Paper Group ANR 1304

January 27, 2020

A Curated Image Parameter Dataset from Solar Dynamics Observatory Mission. Object Recognition under Multifarious Conditions: A Reliability Analysis and A Feature Similarity-based Performance Estimation. Exploring 3 R’s of Long-term Tracking: Re-detection, Recovery and Reliability. A Semi-Automated Usability Evaluation Framework for Interactive Imag …

Paper Group ANR 1318

January 27, 2020

Diverse mini-batch Active Learning. A Radio Signal Modulation Recognition Algorithm Based on Residual Networks and Attention Mechanisms. FAMNet: Joint Learning of Feature, Affinity and Multi-dimensional Assignment for Online Multiple Object Tracking. Joint Segmentation and Landmark Localization of Fetal Femur in Ultrasound Volumes. Super accurate l …

Paper Group ANR 1352

January 26, 2020

An Information-Theoretic Explanation for the Adversarial Fragility of AI Classifiers. Actively Seeking and Learning from Live Data. Graph Domain Adaptation with Localized Graph Signal Representations. Correlations between Word Vector Sets. Exact asymptotics for phase retrieval and compressed sensing with random generative priors. A large-scale crow …

Paper Group ANR 1353

January 26, 2020

Robust Shape Regularity Criteria for Superpixel Evaluation. A Study on Graph-Structured Recurrent Neural Networks and Sparsification with Application to Epidemic Forecasting. Beauty Learning and Counterfactual Inference. Real-Time Semantic Segmentation via Multiply Spatial Fusion Network. Causal Discovery with General Non-Linear Relationships Using …

Paper Group ANR 1371

January 26, 2020

A Generalization Error Bound for Multi-class Domain Generalization. MTCNET: Multi-task Learning Paradigm for Crowd Count Estimation. Fully Using Classifiers for Weakly Supervised Semantic Segmentation with Modified Cues. Tag Recommendation by Word-Level Tag Sequence Modeling. A Relation Extraction Approach for Clinical Decision Support. Modality to …

Paper Group ANR 1372

January 26, 2020

Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information. Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning. A Neural Network-Based On-device Learning Anomaly Detector for Edge Devices. Improved robustness of reinforcement learning policies upon conversion to spiking …

Paper Group ANR 1373

January 26, 2020

On the Difficulty of Warm-Starting Neural Network Training. Design Automation for Efficient Deep Learning Computing. Boosting the rule-out accuracy of deep disease detection using class weight modifiers. Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch. Growing axons: greedy learning of neural networks with ap …

Paper Group ANR 1392

January 26, 2020

A novel repetition normalized adversarial reward for headline generation. AutoER: Automated Entity Resolution using Generative Modelling. The Verbal and Non Verbal Signals of Depression – Combining Acoustics, Text and Visuals for Estimating Depression Level. An Improved multi-objective genetic algorithm based on orthogonal design and adaptive clus …

Paper Group ANR 1412

January 26, 2020

A Research Platform for Multi-Robot Dialogue with Humans. Cognitive and motor compliance in intentional human-robot interaction. Hypothesis-based Belief Planning for Dexterous Grasping. Road Damage Detection Acquisition System based on Deep Neural Networks for Physical Asset Management. Dual Heuristic Dynamic Programing Control of Grid-Connected Sy …

Paper Group ANR 1417

January 26, 2020

Impact of Inference Accelerators on hardware selection. Learning from Learning Machines: Optimisation, Rules, and Social Norms. Variational Metric Scaling for Metric-Based Meta-Learning. Leveraging Semi-Supervised Learning for Fairness using Neural Networks. Reliable Smart Road Signs. Reconnaissance and Planning algorithm for constrained MDP. An En …

Paper Group ANR 1423

January 26, 2020

Attention-Guided Lightweight Network for Real-Time Segmentation of Robotic Surgical Instruments. Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding. Improving Generalization in Meta Reinforcement Learning using Learned Objectives. Real-Time EEG Classification via Coresets for BCI Applications. Evaluating the Robustne …

Paper Group ANR 1432

January 26, 2020

Recovering Faces from Portraits with Auxiliary Facial Attributes. Cost-Sensitive Feature Selection by Optimizing F-Measures. A Test for Shared Patterns in Cross-modal Brain Activation Analysis. Evolving Gaussian Process kernels from elementary mathematical expressions. Current Trends in the Use of Eye Tracking in Mathematics Education Research: A P …

Paper Group ANR 1436

January 26, 2020

Simple Question Answering with Subgraph Ranking and Joint-Scoring. ColorFool: Semantic Adversarial Colorization. Statistical bounds for entropic optimal transport: sample complexity and the central limit theorem. GBCNs: Genetic Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs. Identifying Model Weakness with Adversarial Ex …

Paper Group ANR 1450

January 26, 2020

A new method for quantifying network cyclic structure to improve community detection. Direct training based spiking convolutional neural networks for object recognition. Federated Forest. Automated Segmentation of Lesions in Ultrasound Using Semi-pixel-wise Cycle Generative Adversarial Nets. Disentangled Relational Representations for Explaining an …

Paper Group ANR 1468

January 26, 2020

A Machine Learning framework for Sleeping Cell Detection in a Smart-city IoT Telecommunications Infrastructure. Deep Learning Multidimensional Projections. Truth Inference at Scale: A Bayesian Model for Adjudicating Highly Redundant Crowd Annotations. On the relationship between multitask neural networks and multitask Gaussian Processes. Stationary …

Paper Group ANR 1494

January 26, 2020

A Neural-based Program Decompiler. The Curious Case of Machine Learning In Malware Detection. Compositional Hierarchical Tensor Factorization: Representing Hierarchical Intrinsic and Extrinsic Causal Factors. FrameRank: A Text Processing Approach to Video Summarization. EV-IMO: Motion Segmentation Dataset and Learning Pipeline for Event Cameras. Di …

Paper Group ANR 1543

January 26, 2020

Collaborative representation-based robust face recognition by discriminative low-rank representation. OCC: A Smart Reply System for Efficient In-App Communications. Cramnet: Layer-wise Deep Neural Network Compression with Knowledge Transfer from a Teacher Network. Multimodal Uncertainty Reduction for Intention Recognition in Human-Robot Interaction …

Paper Group ANR 1575

January 26, 2020

Multi-MotifGAN (MMGAN): Motif-targeted Graph Generation and Prediction. Rényi Fair Inference. Multi-objective Bayesian Optimization using Pareto-frontier Entropy. Reporting the Unreported: Event Extraction for Analyzing the Local Representation of Hate Crimes. PCA-RECT: An Energy-efficient Object Detection Approach for Event Cameras. Minimally Supe …