Time Series

Paper Group ANR 337

Paper Group ANR 337

April 2, 2020

Lexical Sememe Prediction using Dictionary Definitions by Capturing Local Semantic Correspondence. Antifragility Predicts the Robustness and Evolvability of Biological Networks through Multi-class Classification with a Convolutional Neural Network. Machine learning based co-creative design framework. Siamese Neural Networks for EEG-based Brain-comp …
Paper Group ANR 340

Paper Group ANR 340

April 2, 2020

The Efficiency of Human Cognition Reflects Planned Information Processing. Autonomous Discovery of Unknown Reaction Pathways from Data by Chemical Reaction Neural Network. SummerTime: Variable-length Time SeriesSummarization with Applications to PhysicalActivity Analysis. Controlled time series generation for automotive software-in-the-loop testing …
Paper Group ANR 343

Paper Group ANR 343

April 2, 2020

Defense against adversarial attacks on spoofing countermeasures of ASV. Deep Speaker Embeddings for Far-Field Speaker Recognition on Short Utterances. Comparison of user models based on GMM-UBM and i-vectors for speech, handwriting, and gait assessment of Parkinson’s disease patients. A Speaker Verification Backend for Improved Calibration Performa …
Paper Group ANR 345

Paper Group ANR 345

April 2, 2020

Detecting Mismatch between Text Script and Voice-over Using Utterance Verification Based on Phoneme Recognition Ranking. A review of machine learning applications in wildfire science and management. Investigating the Decoders of Maximum Likelihood Sequence Models: A Look-ahead Approach. Bayesian nonparametric shared multi-sequence time series segme …
Paper Group ANR 347

Paper Group ANR 347

April 2, 2020

Learning Distributional Programs for Relational Autocompletion. From Anchor Generation to Distribution Alignment: Learning a Discriminative Embedding Space for Zero-Shot Recognition. Domain segmentation and adjustment for generalized zero-shot learning. Zero-Shot Activity Recognition with Videos. Stacked Boosters Network Architecture for Short Term …
Paper Group ANR 360

Paper Group ANR 360

April 2, 2020

How Impersonators Exploit Instagram to Generate Fake Engagement?. Defense-PointNet: Protecting PointNet Against Adversarial Attacks. YOLOff: You Only Learn Offsets for robust 6DoF object pose estimation. A Fixed point view: A Model-Based Clustering Framework. Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art. Exploring a …
Paper Group ANR 361

Paper Group ANR 361

April 2, 2020

Balancedness and Alignment are Unlikely in Linear Neural Networks. A Simple Model for Portable and Fast Prediction of Execution Time and Power Consumption of GPU Kernels. Linearly Constrained Neural Networks. Sample Complexity Result for Multi-category Classifiers of Bounded Variation. Communication-Efficient Massive UAV Online Path Control: Federa …
Paper Group ANR 362

Paper Group ANR 362

April 2, 2020

Nonparametric inference for interventional effects with multiple mediators. An Evolutionary Deep Learning Method for Short-term Wind Speed Prediction: A Case Study of the Lillgrund Offshore Wind Farm. On the performance of deep learning models for time series classification in streaming. Forecasting Sequential Data using Consistent Koopman Autoenco …
Paper Group ANR 369

Paper Group ANR 369

April 2, 2020

Unsupervised Style and Content Separation by Minimizing Mutual Information for Speech Synthesis. Breast Cancer Detection Using Convolutional Neural Networks. Hybrid Cryptocurrency Pump and Dump Detection. Affinity Graph Supervision for Visual Recognition. Building and Interpreting Deep Similarity Models. Learning to Encode and Classify Test Executi …
Paper Group ANR 374

Paper Group ANR 374

April 2, 2020

Adversarial Distributional Training for Robust Deep Learning. Fair Adversarial Networks. Taylor Moment Expansion for Continuous-Discrete Gaussian Filtering and Smoothing. Cooperative Object Detection and Parameter Estimation Using Visible Light Communications. Hybrid Tiled Convolutional Neural Networks for Text Sentiment Classification. Multi-modal …
Paper Group ANR 376

Paper Group ANR 376

April 2, 2020

Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text. MuST-Cinema: a Speech-to-Subtitles corpus. Momentum Improves Normalized SGD. Accessing Higher-level Representations in Sequential Transformers with Feedback Memory. Temporally Folded Convolutional Neural Networks for Sequence Forecasting. Guider l’attention dans les mode …
Paper Group ANR 385

Paper Group ANR 385

April 2, 2020

Rolling Horizon Evolutionary Algorithms for General Video Game Playing. Deep Multi-Facial Patches Aggregation Network For Facial Expression Recognition. Word Sense Disambiguation for 158 Languages using Word Embeddings Only. Bounded Incentives in Manipulating the Probabilistic Serial Rule. Learning Whole-body Motor Skills for Humanoids. A Finite St …
Paper Group ANR 388

Paper Group ANR 388

April 2, 2020

Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration. 3D Object Segmentation for Shelf Bin Picking by Humanoid with Deep Learning and Occupancy Voxel Grid Map. Recognition of Smoking Gesture Using Smart Watch Technology. Fact Check-Worthiness Detection as Positive Unlabelled Learning. Active Model Es …
Paper Group ANR 90

Paper Group ANR 90

April 2, 2020

Almost Sure Convergence of Dropout Algorithms for Neural Networks. Modelisation de l’incertitude et de l’imprecision de donnees de crowdsourcing : MONITOR. Facets of the PIE Environment for Proving, Interpolating and Eliminating on the Basis of First-Order Logic. Semantic Relatedness and Taxonomic Word Embeddings. Communication-Efficient Distribute …
Paper Group ANR 91

Paper Group ANR 91

April 2, 2020

Optimal Bidding Strategy without Exploration in Real-time Bidding. Incremental Object Detection via Meta-Learning. Inference for linear forms of eigenvectors under minimal eigenvalue separation: Asymmetry and heteroscedasticity. Triad State Space Construction for Chaotic Signal Classification with Deep Learning. Autonomous Navigation in Unknown Env …
Paper Group ANR 390

Paper Group ANR 390

April 1, 2020

On the human evaluation of audio adversarial examples. G-VAE: A Continuously Variable Rate Deep Image Compression Framework. Fair Allocation Based Soft Load Shedding. A deep learning-facilitated radiomics solution for the prediction of lung lesion shrinkage in non-small cell lung cancer trials. Almost-Matching-Exactly for Treatment Effect Estimatio …
Paper Group ANR 392

Paper Group ANR 392

April 1, 2020

Learn to Generate Time Series Conditioned Graphs with Generative Adversarial Nets. From Route Instructions to Landmark Graphs. A hemodynamic decomposition model for detecting cognitive load using functional near-infrared spectroscopy. Autoencoders as Weight Initialization of Deep Classification Networks for Cancer versus Cancer Studies. Acceleratin …
Paper Group ANR 395

Paper Group ANR 395

April 1, 2020

On the Unreasonable Effectiveness of Knowledge Distillation: Analysis in the Kernel Regime. Deep Molecular Programming: A Natural Implementation of Binary-Weight ReLU Neural Networks. The Problem with Metrics is a Fundamental Problem for AI. Detection of FLOSS version release events from Stack Overflow message data. Low Latency ASR for Simultaneous …
Paper Group ANR 399

Paper Group ANR 399

April 1, 2020

Quantum Machine Learning Algorithm for Knowledge Graphs. Kleister: A novel task for Information Extraction involving Long Documents with Complex Layout. Proficiency Aware Multi-Agent Actor-Critic for Mixed Aerial and Ground Robot Teaming. Training for Speech Recognition on Coprocessors. Towards Deep Unsupervised SAR Despeckling with Blind-Spot Conv …
Paper Group ANR 401

Paper Group ANR 401

April 1, 2020

Variational Autoencoders for Opponent Modeling in Multi-Agent Systems. Show, Recall, and Tell: Image Captioning with Recall Mechanism. Sample Complexity of Incentivized Exploration. Explainable Artificial Intelligence and Machine Learning: A reality rooted perspective. Unsupervised deep clustering for predictive texture pattern discovery in medical …
Paper Group ANR 402

Paper Group ANR 402

April 1, 2020

End-to-End Neural Diarization: Reformulating Speaker Diarization as Simple Multi-label Classification. Self-supervised learning for audio-visual speaker diarization. Phoneme Boundary Detection using Learnable Segmental Features. RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning. Selfish Robustness and Equilibria in Mu …
Paper Group ANR 412

Paper Group ANR 412

April 1, 2020

Ising-based Consensus Clustering on Specialized Hardware. Restore from Restored: Single Image Denoising with Pseudo Clean Image. Advaita: Bug Duplicity Detection System. Algebraic and Analytic Approaches for Parameter Learning in Mixture Models. Beyond without Forgetting: Multi-Task Learning for Classification with Disjoint Datasets. A machine lear …
Paper Group ANR 415

Paper Group ANR 415

April 1, 2020

A Simulation Study of Bandit Algorithms to Address External Validity of Software Fault Prediction. Efficient and Stable Graph Scattering Transforms via Pruning. Efficient sampling generation from explicit densities via Normalizing Flows. On Learning Vehicle Detection in Satellite Video. Combining data assimilation and machine learning to emulate a …
Paper Group ANR 423

Paper Group ANR 423

April 1, 2020

PnP-Net: A hybrid Perspective-n-Point Network. Using Deep Reinforcement Learning Methods for Autonomous Vessels in 2D Environments. Spike-Timing-Dependent Back Propagation in Deep Spiking Neural Networks. Learning State-Dependent Losses for Inverse Dynamics Learning. Fake Generated Painting Detection via Frequency Analysis. G-Net: A Deep Learning A …
Paper Group ANR 427

Paper Group ANR 427

April 1, 2020

A Multi-Channel Neural Graphical Event Model with Negative Evidence. Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition. ElixirNet: Relation-aware Network Architecture Adaptation for Medical Lesion Detection. From Chess and Atari to StarCraft and Beyond: How Game AI is Driving the World of AI. Minimax Theorem for Latent …
Paper Group ANR 437

Paper Group ANR 437

April 1, 2020

Accelerating and Improving AlphaZero Using Population Based Training. PDS: Deduce Elder Privacy from Smart Homes. Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images. LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation. Beyond Application End-Point Resu …
Paper Group ANR 438

Paper Group ANR 438

April 1, 2020

ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions. Approximate MMAP by Marginal Search. Curriculum DeepSDF. Data Curves Clustering Using Common Patterns Detection. Drift-Adjusted And Arbitrated Ensemble Framework For Time Series Forecasting. High-Dimensional Independence Testing and Maximum Marginal Correlation. …
Paper Group ANR 440

Paper Group ANR 440

April 1, 2020

Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions. Bone Suppression on Chest Radiographs With Adversarial Learning. Cross-modal Deep Face Normals with Deactivable Skip Connections. Semi-Supervised Semantic Segmentation with Cross-Consistency Training. On Information Plane Analyses of Neural Network Classifiers – A R …