Cong Ma

Proceedings of the Computer Vision - ECCV 2024, 2024

HoloVic: Large-scale Dataset and Benchmark for Multi-Sensor Holographic Intersection and Vehicle-Infrastructure Cooperative.

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[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Top-K ranking with a monotone adversary.

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[DOI]

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

Born a BabyNet with Hierarchical Parental Supervision for End-to-End Text Image Machine Translation.

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[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

SwiftPillars: High-Efficiency Pillar Encoder for Lidar-Based 3D Detection.

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[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Multi-step reward ensemble methods for adaptive stock trading.

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[DOI]

Zhiyi Zeng

Xiangyu Chang

Expert Syst. Appl., November, 2023

Optimal Tuning-Free Convex Relaxation for Noisy Matrix Completion.

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[DOI]

Yuepeng Yang

IEEE Trans. Inf. Theory, October, 2023

Quantifying and Mitigating Cache Side Channel Leakage with Differential Set.

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[DOI]

Dinghao Wu

Gang Tan

Mahmut Taylan Kandemir

Danfeng Zhang

Proc. ACM Program. Lang., October, 2023

Design of Granular Model: A Method Driven by Hyper-Box Iteration Granulation.

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[DOI]

IEEE Trans. Cybern., May, 2023

Multi-agent deep reinforcement learning algorithm with trend consistency regularization for portfolio management.

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[DOI]

Neural Comput. Appl., March, 2023

Long Short-Term Memory Networks with Multiple Variables for Stock Market Prediction.

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[DOI]

Neural Process. Lett., 2023

Provably Accelerating Ill-Conditioned Low-rank Estimation via Scaled Gradient Descent, Even with Overparameterization.

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[DOI]

CoRR, 2023

Unraveling Projection Heads in Contrastive Learning: Insights from Expansion and Shrinkage.

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[DOI]

Yu Gui

Yiqiao Zhong

CoRR, 2023

Sharp high-probability sample complexities for policy evaluation with linear function approximation.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-Teacher Knowledge Distillation For Text Image Machine Translation.

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[DOI]

CoRR, 2023

Simultaneous Dynamic Optimization of Technical Indicators and Mining Sequence in Metal Mines Using Hybrid Coding AADE.

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[DOI]

Xunhong Wang

IEEE Access, 2023

Conformalized matrix completion.

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[DOI]

Yu Gui

Rina Barber

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Lightweight Zone Authentication Scheme with Auto-Refreshing Pseudonyms for C-V2X.

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[DOI]

Xijie Ba

Jiaqi Yang

Proceedings of the 19th International Conference on Mobility, Sensing and Networking, 2023

Jump-Start Reinforcement Learning.

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[DOI]

Proceedings of the International Conference on Machine Learning, 2023

The Power of Preconditioning in Overparameterized Low-Rank Matrix Sensing.

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[DOI]

Proceedings of the International Conference on Machine Learning, 2023

O(T-1 Convergence of Optimistic-Follow-the-Regularized-Leader in Two-Player Zero-Sum Markov Games.

[BibT_eX]

[DOI]

Yuepeng Yang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Unlocking Decentralized Lending Protocols: Semantic Unification and Risk Spillover Assessment.

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[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

E2TIMT: Efficient and Effective Modal Adapter for Text Image Machine Translation.

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[DOI]

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Multi-teacher Knowledge Distillation for End-to-End Text Image Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

CCIM: Cross-modal Cross-lingual Interactive Image Translation.

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[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

The Long-Term Prediction of Time Series: A Granular Computing-Based Design Approach.

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[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2022

Deep Domain Adaptation Based Multi-Spectral Salient Object Detection.

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[DOI]

IEEE Trans. Multim., 2022

Rhythm-Aware Sequence-to-Sequence Learning for Labanotation Generation With Gesture-Sensitive Graph Convolutional Encoding.

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[DOI]

IEEE Trans. Multim., 2022

Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism.

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[DOI]

IEEE Trans. Inf. Theory, 2022

Minimax Off-Policy Evaluation for Multi-Armed Bandits.

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[DOI]

IEEE Trans. Inf. Theory, 2022

Hyperspectral Image Denoising by Asymmetric Noise Modeling.

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[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

High-Resolution Microwave Photonic Radar With Sparse Stepped Frequency Chirp Signals.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Visual Communication Design Based on Collaborative Wireless Communication Video Transmission.

[BibT_eX]

[DOI]

Wonjun Chung

J. Sensors, 2022

Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements.

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[DOI]

Ashley Prater-Bennette

Erin E. Tripp

J. Mach. Learn. Res., 2022

Deriving Ranges of Optimal Estimated Transcript Expression due to Nonidentifiability.

[BibT_eX]

[DOI]

Hongyu Zheng

Carl Kingsford

J. Comput. Biol., 2022

$O(T^{-1})$ Convergence of Optimistic-Follow-the-Regularized-Leader in Two-Player Zero-Sum Markov Games.

[BibT_eX]

[DOI]

Yuepeng Yang

CoRR, 2022

Fast and Provable Tensor Robust Principal Component Analysis via Scaled Gradient Descent.

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[DOI]

CoRR, 2022

Pessimism for Offline Linear Contextual Bandits using 𝓁p Confidence Sets.

[BibT_eX]

[DOI]

Gene Li

Nathan Srebro

CoRR, 2022

Optimally tackling covariate shift in RKHS-based nonparametric regression.

[BibT_eX]

[DOI]

Reese Pathak

Martin J. Wainwright

CoRR, 2022

Anti-CRISPRdb v2.2: an online repository of anti-CRISPR proteins including information on inhibitory mechanisms, activities and neighbors of curated anti-CRISPR proteins.

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[DOI]

Database J. Biol. Databases Curation, 2022

Belayer: Modeling Discrete and Continuous Spatial Variation in Gene Expression from Spatially Resolved Transcriptomics.

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[DOI]

Proceedings of the Research in Computational Molecular Biology, 2022

Pessimism for Offline Linear Contextual Bandits using $\ell_p$ Confidence Sets.

[BibT_eX]

[DOI]

Gene Li

Nati Srebro

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Improving End-to-End Text Image Translation From the Auxiliary Text Translation Task.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

A new similarity measure for covariate shift with applications to nonparametric regression.

[BibT_eX]

[DOI]

Reese Pathak

Martin J. Wainwright

Proceedings of the International Conference on Machine Learning, 2022

Accelerating ILL-Conditioned Robust Low-Rank Tensor Regression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Completion.

[BibT_eX]

[DOI]

Ashley Prater-Bennette

Erin E. Tripp

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Low-Rank Matrix Recovery With Scaled Subgradient Methods: Fast and Robust Convergence Without the Condition Number.

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[DOI]

IEEE Trans. Signal Process., 2021

Beyond Procrustes: Balancing-Free Gradient Descent for Asymmetric Low-Rank Matrix Sensing.

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[DOI]

Yuanxin Li

IEEE Trans. Signal Process., 2021

Nonconvex Matrix Factorization From Rank-One Measurements.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2021

Learning Mixtures of Low-Rank Models.

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[DOI]

IEEE Trans. Inf. Theory, 2021

CondenseNet with exclusive lasso regularization.

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[DOI]

Neural Comput. Appl., 2021

Application of New Sensor Technology in the Field of Education in the Era of Internet of Things.

[BibT_eX]

[DOI]

Haijun Chen

Yiwei Wang

J. Sensors, 2021

Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2021

A parallel multi-module deep reinforcement learning algorithm for stock trading.

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[DOI]

Neurocomputing, 2021

Deep Trajectory Post-Processing and Position Projection for Single & Multiple Camera Multiple Object Tracking.

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[DOI]

Int. J. Comput. Vis., 2021

Deep Human-Interaction and Association by Graph-Based Learning for Multiple Object Tracking in the Wild.

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[DOI]

Int. J. Comput. Vis., 2021

Spectral Methods for Data Science: A Statistical Perspective.

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[DOI]

Found. Trends Mach. Learn., 2021

TANet++: Triple Attention Network with Filtered Pointcloud on 3D Detection.

[BibT_eX]

[DOI]

CoRR, 2021

Exact transcript quantification over splice graphs.

[BibT_eX]

[DOI]

Hongyu Zheng

Carl Kingsford

Algorithms Mol. Biol., 2021

Control Design and Realization of a Fast Transient Response, High-Reliability DC-DC Converter With a Secondary- Side Control Circuit.

[BibT_eX]

[DOI]

Kai Wang

Jun-Feng Wang

IEEE Access, 2021

Self-supervision Adversarial Learning Network for Liver Lesion Classification.

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[DOI]

Proceedings of the Artificial Intelligence and Security - 7th International Conference, 2021

2020

Noisy Matrix Completion: Understanding Statistical Guarantees for Convex Relaxation via Nonconvex Optimization.

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[DOI]

SIAM J. Optim., 2020

Automatic lesion segmentation and classification of hepatic echinococcosis using a multiscale-feature convolutional neural network.

[BibT_eX]

[DOI]

Medical Biol. Eng. Comput., 2020

Penetrating the influence of regularizations on neural network based on information bottleneck theory.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Parallel Multi-Environment Shaping Algorithm for Complex Multi-step Task.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Colour image encryption algorithm based on hyperchaos and DNA sequences.

[BibT_eX]

[DOI]

Int. J. Inf. Commun. Technol., 2020

Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution.

[BibT_eX]

[DOI]

Found. Comput. Math., 2020

Bridging Convex and Nonconvex Optimization in Robust PCA: Noise, Outliers, and Missing Data.

[BibT_eX]

[DOI]

CoRR, 2020

Gait acquisition and analysis system for osteoarthritis based on hybrid prediction model.

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[DOI]

Comput. Medical Imaging Graph., 2020

Knee arthroscopic navigation using virtual-vision rendering and self-positioning technology.

[BibT_eX]

[DOI]

Int. J. Comput. Assist. Radiol. Surg., 2020

Detecting transcriptomic structural variants in heterogeneous contexts via the Multiple Compatible Arrangements Problem.

[BibT_eX]

[DOI]

Algorithms Mol. Biol., 2020

Sustainability Assessment of Intelligent Manufacturing Supported by Digital Twin.

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[DOI]

IEEE Access, 2020

CASIA's System for IWSLT 2020 Open Domain Translation.

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[DOI]

Proceedings of the 17th International Conference on Spoken Language Translation, 2020

Optical Flow-Guided Mask Generation Network for Video Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

High-Level Task-Driven Single Image Deraining: Segmentation in Rainy Days.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

An Automatic Framework For Generating Labanotation Scores From Continuous Motion Capture Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Sequence-to-Sequence Labanotation Generation Based on Motion Capture Data.

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[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

BBA-NET: A Bi-Branch Attention Network For Crowd Counting.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Multi-Spectral Salient Object Detection by Adversarial Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Read, Watch, Listen, and Summarize: Multi-Modal Summarization for Asynchronous Text, Image, Audio and Video.

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[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Moving-Tolerant Augmented Reality Surgical Navigation System Using Autostereoscopic Three-Dimensional Image Overlay.

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[DOI]

IEEE J. Biomed. Health Informatics, 2019

Gradient descent with random initialization: fast global convergence for nonconvex phase retrieval.

[BibT_eX]

[DOI]

Math. Program., 2019

An easy-to-hard learning strategy for within-image co-saliency detection.

[BibT_eX]

[DOI]

Neurocomputing, 2019

An Equal Component Power-Based Generalized Hybrid Carrier System.

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[DOI]

IEEE Commun. Lett., 2019

Inference and Uncertainty Quantification for Noisy Matrix Completion.

[BibT_eX]

[DOI]

CoRR, 2019

A Selective Overview of Deep Learning.

[BibT_eX]

[DOI]

Jianqing Fan

Yiqiao Zhong

CoRR, 2019

Dance Movement Learning for Labanotation Generation Based on Motion-Captured Data.

[BibT_eX]

[DOI]

IEEE Access, 2019

Deep Association: End-to-end Graph-Based Learning for Multiple Object Tracking with Conv-Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

Aggregating Motion and Attention for Video Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

2018

Real-Time Lens Based Rendering Algorithm for Super-Multiview Integral Photography without Image Resampling.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2018

Parallel implementation of finite state machines for reducing the latency of stochastic computing.

[BibT_eX]

[DOI]

David J. Lilja

Proceedings of the 19th International Symposium on Quality Electronic Design, 2018

RelationNet: Learning Deep-Aligned Representation for Semantic Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

Trajectory Factory: Tracklet Cleaving and Re-Connection by Deep Siamese Bi-GRU for Multiple Object Tracking.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Dense Relation Network: Learning Consistent and Context-Aware Representation for Semantic Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Detecting Anomalous Trajectories via Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Fast and Flexible Top-k Similarity Search on Large Networks.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2017

A Saliency Prior Context Model for Real-Time Object Tracking.

[BibT_eX]

[DOI]

Xiao-Ping (Steven) Zhang

IEEE Trans. Multim., 2017

Impact of spintronic memory on multicore cache hierarchy design.

[BibT_eX]

[DOI]

William Tuohy

David J. Lilja

IET Comput. Digit. Tech., 2017

Hybrid Carrier Order Selection Scheme Based on Minimum Mean Square Error Equalization.

[BibT_eX]

[DOI]

Xuejun Sha

Lin Mei

IEEE Commun. Lett., 2017

Spectral Method and Regularized MLE Are Both Optimal for Top-$K$ Ranking.

[BibT_eX]

[DOI]

CoRR, 2017

Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Motion Vector Based Data Association for On-Line Multi-object Tracking.

[BibT_eX]

[DOI]

Xiao-Ping (Steven) Zhang

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

Automatic Labanotation Generation from Motion-Captured Data Based on Hidden Markov Models.

[BibT_eX]

[DOI]

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016

A New Marching-on-in-Order Based 2-D Unconditionally Stable FDTD Method.

[BibT_eX]

[DOI]

IEICE Trans. Electron., 2016

Floating autostereoscopic 3D display with multidimensional images for telesurgical visualization.

[BibT_eX]

[DOI]

Int. J. Comput. Assist. Radiol. Surg., 2016

Automatic Fast-Registration Surgical Navigation System Using Depth Camera and Integral Videography 3D Image Overlay.

[BibT_eX]

[DOI]

Guowen Chen

Hongen Liao

Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016

Saliency prior context model for visual tracking.

[BibT_eX]

[DOI]

Xiao-Ping (Steven) Zhang

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Saliency preprocessing for person re-identification images.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

A Method for Woodcut Rendering from Images.

[BibT_eX]

[DOI]

Proceedings of the Fuzzy Systems and Data Mining II, 2016

Research on fire risk factors of cotton in railway transportation.

[BibT_eX]

[DOI]

Yaxin Hou

Yidong Li

Proceedings of the 2016 International Conference on Behavioral, 2016

Spatial Textual Top-k Search in Mobile Peer-to-Peer Networks.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2016

2015

Simulations and Experimental Research on a Novel Soft-terrain hexapod robot.

[BibT_eX]

[DOI]

Fan Yu

Zhe Luo

Int. J. Robotics Autom., 2015

Image completion with multi-image based on entropy reduction.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Panther: Fast Top-k Similarity Search on Large Networks.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

A hardware implementation of a radial basis function neural network using stochastic logic.

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[DOI]

Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

Feature extraction with convolutional restricted boltzmann machine for audio classification.

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[DOI]