Hongtao Lu
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Bibliography
2024
Adaptive Task-Wise Message Passing for Multi-Task Learning: A Spatial Interaction Perspective.
IEEE Trans. Circuits Syst. Video Technol., October, 2024
IEEE Trans. Pattern Anal. Mach. Intell., June, 2024
IET Image Process., May, 2024
Pattern Recognit. Lett., January, 2024
IEEE Signal Process. Lett., 2024
TFUT: Task fusion upward transformer model for multi-task learning on dense prediction.
Comput. Vis. Image Underst., 2024
Learning Multiple Representations with Inconsistency-Guided Detail Regularization for Mask-Guided Matting.
CoRR, 2024
CoRR, 2024
Boosting Semi-Supervised 2D Human Pose Estimation by Revisiting Data Augmentation and Consistency Training.
CoRR, 2024
Task-Interaction-Free Multi-Task Learning with Efficient Hierarchical Feature Representation.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024
DAG: Deep Adaptive and Generative <i>K</i>-Free Community Detection on Attributed Graphs.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Beyond Binary Preference: Leveraging Bayesian Approaches for Joint Optimization of Ranking and Calibration.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Integrating Semantic Segmentation Model for Self-Supervised Scene Flow Estimation via Cross Task Distillation.
Proceedings of the International Joint Conference on Neural Networks, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the Database Systems for Advanced Applications, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Image Vis. Comput., September, 2023
Arbitrary shape scene text detector with accurate text instance generation based on instance-relevant contexts.
Multim. Tools Appl., May, 2023
Comput. Vis. Image Underst., April, 2023
Comput. Vis. Image Underst., March, 2023
IEEE Trans. Multim., 2023
Int. J. Comput. Vis., 2023
Combining Past, Present and Future: A Self-Supervised Approach for Class Incremental Learning.
CoRR, 2023
CoRR, 2023
T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations.
CoRR, 2023
Radiologists with assistance of deep learning can achieve overall accuracy of benign-malignant differentiation of musculoskeletal tumors comparable with that of pre-surgical biopsies in the literature.
Int. J. Comput. Assist. Radiol. Surg., 2023
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Guided Patch-Grouping Wavelet Transformer with Spatial Congruence for Ultra-High Resolution Segmentation.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Multi-scale Local Region-Based Facial Action Unit Detection with Graph Convolutional Network.
Proceedings of the Neural Information Processing - 30th International Conference, 2023
Landmark-Assisted Facial Action Unit Detection with Optimal Attention and Contrastive Learning.
Proceedings of the Neural Information Processing - 30th International Conference, 2023
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023
Stuart: Individualized Classroom Observation of Students with Automatic Behavior Recognition And Tracking.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Multim. Tools Appl., 2022
Comput. Vis. Image Underst., 2022
Enhanced discriminative graph convolutional network with adaptive temporal modelling for skeleton-based action recognition.
Comput. Vis. Image Underst., 2022
An Intuitive and Unconstrained 2D Cube Representation for Simultaneous Head Detection and Pose Estimation.
CoRR, 2022
Joint Multi-Person Body Detection and Orientation Estimation via One Unified Embedding.
CoRR, 2022
CoRR, 2022
CoRR, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
Libr. Hi Tech, 2021
Enhancing human activity recognition using deep learning and time series augmented data.
J. Ambient Intell. Humaniz. Comput., 2021
A lightweight network for monocular depth estimation with decoupled body and edge supervision.
Image Vis. Comput., 2021
Multi-modal constraint propagation via compatible conditional distribution reconstruction.
Neurocomputing, 2021
Small and accurate heatmap-based face alignment via distillation strategy and cascaded architecture.
Comput. Vis. Image Underst., 2021
FreqNet: A Frequency-domain Image Super-Resolution Network with Dicrete Cosine Transform.
CoRR, 2021
PANet: Perspective-Aware Network with Dynamic Receptive Fields and Self-Distilling Supervision for Crowd Counting.
CoRR, 2021
IEEE Access, 2021
Proceedings of the WWW '21: The Web Conference 2021, 2021
Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021
Spatial Gradient Guided Learning and Semantic Relation Transfer for Facial Landmark Detection.
Proceedings of the MultiMedia Modeling - 27th International Conference, 2021
Multi-level Gate Feature Aggregation with Spatially Adaptive Batch-Instance Normalization for Semantic Image Synthesis.
Proceedings of the MultiMedia Modeling - 27th International Conference, 2021
Generative Adversarial Networks with Bi-directional Normalization for Semantic Image Synthesis.
Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021
ShallowNet: An Efficient Lightweight Text Detection Network Based on Instance Count-Aware Supervision Information.
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021
Laplacian Regularized Tensor Low-Rank Minimization for Hyperspectral Snapshot Compressive Imaging.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Towards Dynamic and Scalable Active Learning with Neural Architecture Adaption for Object Detection.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
Proceedings of the 14th International Congress on Image and Signal Processing, 2021
2020
Neighbor similarity and soft-label adaptation for unsupervised cross-dataset person re-identification.
Neurocomputing, 2020
Future Internet, 2020
Image-based Table Cell Detection: a Novel Table Structure Decomposition Method with New Dataset.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020
Inductive Guided Filter: Real-Time Deep Matting with Weakly Annotated Masks on Mobile Devices.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020
LRNNET: A Light-Weighted Network with Efficient Reduced Non-Local Operation for Real-Time Semantic Segmentation.
Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020
Missing Frame Detection of Surveillance Videos Based on Deep Learning in Forensic Science.
Proceedings of the ICCAI '20: 2020 6th International Conference on Computing and Artificial Intelligence, 2020
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Community detection in scientific collaborative network with bayesian matrix learning.
Frontiers Comput. Sci., 2019
Inductive Guided Filter: Real-time Deep Image Matting with Weakly Annotated Masks on Mobile Devices.
CoRR, 2019
A General Common Spatial Patterns for EEG Analysis With Applications to Vigilance Detection.
IEEE Access, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019
Proceedings of the Database Systems for Advanced Applications, 2019
Attribute-Driven Feature Disentangling and Temporal Aggregation for Video Person Re-Identification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Unsupervised Person Re-Identification With Iterative Self-Supervised Domain Adaptation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the Web and Big Data, 2019
2018
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018
Proceedings of the 4th International Conference on Robotics and Artificial Intelligence, 2018
Proceedings of the Eleventh International Conference on Machine Vision, 2018
Proceedings of the Eleventh International Conference on Machine Vision, 2018
Anisotropic Total Variation Regularized Low-Rank Tensor Completion Based On Tensor Nuclear Norm for Color Image Inpainting.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the Computer Vision - ACCV 2018, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Generalized Residual Vector Quantization and Aggregating Tree for Large Scale Search.
IEEE Trans. Multim., 2017
Novel multi-tap analog self-interference cancellation architecture with shared phase-shifter for full-duplex communications.
Sci. China Inf. Sci., 2017
Proceedings of the 2017 ACM on Multimedia Conference, 2017
Proceedings of the 2017 ACM on Multimedia Conference, 2017
Proceedings of the Intelligence Science and Big Data Engineering, 2017
Learning deep representations with diode loss for quantization-based similarity search.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Space shuttle model: A physics inspired method for learning quantizable deep representations.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017
Quantizable deep representation learning with gradient snapping layer for large scale search.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017
Adaptive Overlapping Community Detection with Bayesian NonNegative Matrix Factorization.
Proceedings of the Database Systems for Advanced Applications, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
Pattern Recognit., 2016
Accurate Deep Representation Quantization with Gradient Snapping Layer for Similarity Search.
CoRR, 2016
Sci. China Inf. Sci., 2016
Proceedings of the 25th Wireless and Optical Communication Conference, 2016
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the Neural Information Processing - 23rd International Conference, 2016
Accelerated distance computation with encoding tree/forest for high dimensional data.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2016
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016
Quadrature Down-Conversion Based Analog Self-Interference Cancellation for Continuous Wave Radars.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016
A low-cost digital self-interference cancellation structure for full-duplex communications.
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016
2015
Neural Process. Lett., 2015
Multim. Tools Appl., 2015
CoRR, 2015
HCLAE: High Capacity Locally Aggregating Encodings for Approximate Nearest Neighbor Search.
CoRR, 2015
CoRR, 2015
Improved Residual Vector Quantization for High-dimensional Approximate Nearest Neighbor Search.
CoRR, 2015
Learning Better Encoding for Approximate Nearest Neighbor Search with Dictionary Annealing.
CoRR, 2015
Proceedings of the Neural Information Processing - 22nd International Conference, 2015
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015
Graph regularized non-negative local coordinate factorization with pairwise constraints for image representation.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015
Community Detection in Social Network with Pairwisely Constrained Symmetric Non-Negative Matrix Factorization.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015
2014
Neural Networks, 2014
Graph regularized discriminative non-negative matrix factorization for face recognition.
Multim. Tools Appl., 2014
Multim. Tools Appl., 2014
Semi-supervised non-negative matrix factorization for image clustering with graph Laplacian.
Multim. Tools Appl., 2014
Selected papers from the 2011 International Conference on Neural Information Processing (ICONIP 2011).
Neurocomputing, 2014
An integrated Gaussian mixture model to estimate vigilance level based on EEG recordings.
Neurocomputing, 2014
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014
Proceedings of the Neural Information Processing - 21st International Conference, 2014
Proceedings of the Neural Information Processing - 21st International Conference, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the IEEE Global Communications Conference, 2014
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Automatic Defect Classification of TFT-LCD Panels with Shape, Histogram and Color Features.
Int. J. Image Graph., 2013
Proceedings of the Neural Information Processing - 20th International Conference, 2013
Proceedings of the Neural Information Processing - 20th International Conference, 2013
Proceedings of the British Machine Vision Conference, 2013
2012
Efficient linear discriminant analysis with locality preserving for face recognition.
Pattern Recognit., 2012
Multim. Tools Appl., 2012
Multim. Tools Appl., 2012
Hybrid synchronization of the general delayed and non-delayed complex dynamical networks via pinning control.
Neurocomputing, 2012
Outer synchronization of uncertain general complex delayed networks with adaptive coupling.
Neurocomputing, 2012
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the Pattern Recognition - Chinese Conference, 2012
2011
Pattern Recognit. Lett., 2011
A Fast Algorithm for Recovery of Jointly Sparse Vectors based on the Alternating Direction Methods.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Revealing digital fakery using multiresolution decomposition and higher order statistics.
Eng. Appl. Artif. Intell., 2011
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011
Vigilance Estimation Based on Statistic Learning with One ICA Component of EEG Signal.
Proceedings of the Neural Information Processing - 18th International Conference, 2011
An Integrated Hierarchical Gaussian Mixture Model to Estimate Vigilance Level Based on EEG Recordings.
Proceedings of the Neural Information Processing - 18th International Conference, 2011
Proceedings of the British Machine Vision Conference, 2011
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
2010
Partial dependence of breast tumor malignancy on ultrasound image features derived from boosted trees.
J. Electronic Imaging, 2010
Exponential synchronization of weighted general delay coupled and non-delay coupled dynamical networks.
Comput. Math. Appl., 2010
Comput. Electr. Eng., 2010
Mania: a Gene Network Reverse Algorithm for Compounds Mode-of-Action and genes Interactions Inference.
Adv. Complex Syst., 2010
Proceedings of the Sixth International Conference on Natural Computation, 2010
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the Second International Conference on Digital Image Processing, 2010
Estimate Vigilance in Driving Simulation based on Detection of Light Drowsiness.
Proceedings of the BIOINFORMATICS 2010, 2010
Proceedings of the Artificial Intelligence and Computational Intelligence, 2010
Large Scale Visual Classification via Learned Dictionaries and Sparse Representation.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2010
2009
EURASIP J. Adv. Signal Process., 2009
Comput. Electr. Eng., 2009
Proceedings of the Neural Information Processing, 16th International Conference, 2009
Enriched Gabor Feature Based PCA for Face Recognition with One Training Image per Person.
Proceedings of the Fifth International Conference on Natural Computation, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the Fifth International Conference on Image and Graphics, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Smooth Multi-Manifold Embedding for Robust Identity-Independent Head Pose Estimation.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009
Proceedings of the Computer Vision, 2009
Proceedings of the Fifth International Conference on Information Assurance and Security, 2009
2008
Informatica, 2008
Comput. Stand. Interfaces, 2008
Proceedings of the Advances in Neural Networks, 2008
Proceedings of the Advances in Neural Networks, 2008
Mining diagnostic rules of breast tumor on ultrasound image using cost-sensitive RuleFit method.
Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008
Effective Shape Measures in Malignant Risk Assessment for Breast Tumor on Sonography.
Proceedings of the International Multisymposiums on Computer and Computational Sciences, 2008
2007
Comput. Stand. Interfaces, 2007
Proceedings of the Advances in Neural Networks, 2007
Proceedings of the Third International Conference on Natural Computation, 2007
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Contemporary Intelligent Computing Techniques, 2007
2006
Global Exponential Stability of Multitime Scale Competitive Neural Networks With Nonsmooth Functions.
IEEE Trans. Neural Networks, 2006
Pattern Recognit., 2006
Global Synchronization in an Array of Linearly Coupled Delayed Neural Networks with an Arbitrary Coupling Matrix.
Int. J. Bifurc. Chaos, 2006
Parsimonious Feature Extraction Based on Genetic Algorithms and Support Vector Machines.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
A Direct Evolutionary Feature Extraction Algorithm for Classifying High Dimensional Data.
Proceedings of the Proceedings, 2006
2005
IEEE Trans. Neural Networks, 2005
Comments on "A generalized LMI-based approach to the global asymptotic stability of delayed cellular neural networks".
IEEE Trans. Neural Networks, 2005
Absolute exponential stability of a class of recurrent neural networks with multiple and variable delays.
Theor. Comput. Sci., 2005
IEEE Trans. Circuits Syst. II Express Briefs, 2005
IEEE Trans. Circuits Syst. II Express Briefs, 2005
Pattern Recognit., 2005
Global exponential stability of delayed competitive neural networks with different time scales.
Neural Networks, 2005
J. Syst. Softw., 2005
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2005
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
Proceedings of the Advances in Natural Computation, First International Conference, 2005
2004
Some sufficient conditions for global exponential stability of delayed Hopfield neural networks.
Neural Networks, 2004
Proceedings of the Advances in Neural Networks, 2004
Proceedings of the Advances in Neural Networks, 2004
2002
Int. J. Bifurc. Chaos, 2002
2000
Neural Networks, 2000
1995
Proceedings of the 1995 IEEE International Symposium on Circuits and Systems, ISCAS 1995, Seattle, Washington, USA, April 30, 1995
Proceedings of the 1995 IEEE International Symposium on Circuits and Systems, ISCAS 1995, Seattle, Washington, USA, April 30, 1995