Jiancheng Lv

Affiliations:
  • Sichuan University, College of Computer Science, Chengdu, China
  • University of Electronic Science and Technology of China, School of Computer Science and Engineering, Chengdu, China (former)


According to our database1, Jiancheng Lv authored at least 150 papers between 2004 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
An Improved Dual-Channel Network to Eliminate Catastrophic Forgetting.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Communication-Efficient Federated Learning With Compensated Overlap-FedAvg.
IEEE Trans. Parallel Distributed Syst., 2022

DE-GAN: Domain Embedded GAN for High Quality Face Image Inpainting.
Pattern Recognit., 2022

Multiple partitions alignment via spectral rotation.
Mach. Learn., 2022

XAI Beyond Classification: Interpretable Neural Clustering.
J. Mach. Learn. Res., 2022

Multistage semantic-aware image inpainting with stacked generator networks.
Int. J. Intell. Syst., 2022

DeFTA: A Plug-and-Play Decentralized Replacement for FedAvg.
CoRR, 2022

Multi-Scale Adaptive Network for Single Image Denoising.
CoRR, 2022

Cluster-based Contrastive Disentangling for Generalized Zero-Shot Learning.
CoRR, 2022

Deep learning in nuclear industry: A survey.
Big Data Min. Anal., 2022

2021
A Distributed Framework for EA-Based NAS.
IEEE Trans. Parallel Distributed Syst., 2021

Deep Spectral Representation Learning From Multi-View Data.
IEEE Trans. Image Process., 2021

Hierarchical Regulated Iterative Network for Joint Task of Music Detection and Music Relative Loudness Estimation.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Combination of certainty and uncertainty: Using FusionGAN to create abstract paintings.
Neural Networks, 2021

An automatic evaluation metric for Ancient-Modern Chinese translation.
Neural Comput. Appl., 2021

Cataract detection based on ocular B-ultrasound images by collaborative monitoring deep learning.
Knowl. Based Syst., 2021

Multi-style Chinese art painting generation of flowers.
IET Image Process., 2021

Face Deblurring Based on Separable Normalization and Adaptive Denormalization.
CoRR, 2021

Adversarial Retriever-Ranker for dense text retrieval.
CoRR, 2021

Unsupervised Neural Rendering for Image Hazing.
CoRR, 2021

Prediction, Selection, and Generation: Exploration of Knowledge-Driven Conversation System.
CoRR, 2021

Dynamic Normalization.
CoRR, 2021

Face inpainting based on GAN by facial prediction and fusion as guidance information.
Appl. Soft Comput., 2021

A conditional classification recurrent RBM for improved series mid-term forecasting.
Appl. Intell., 2021

CDD: Multi-view Subspace Clustering via Cross-view Diversity Detection.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

3DCNN Backed Conv-LSTM Auto Encoder for Micro Facial Expression Video Recognition.
Proceedings of the Machine Learning and Intelligent Communications, 2021

Automatic Cataract Detection with Multi-Task Learning.
Proceedings of the International Joint Conference on Neural Networks, 2021

AnchiBERT: A Pre-Trained Model for Ancient Chinese Language Understanding and Generation.
Proceedings of the International Joint Conference on Neural Networks, 2021

Heart-Darts: Classification of Heartbeats Using Differentiable Architecture Search.
Proceedings of the International Joint Conference on Neural Networks, 2021

Automatic 3D Skeleton-based Dynamic Hand Gesture Recognition Using Multi-Layer Convolutional LSTM.
Proceedings of the ICRAI 2021: 7th International Conference on Robotics and Artificial Intelligence, Guangzhou, China, November 19, 2021

Knowledge Distillation Method for Surface Defect Detection.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

End-to-End Edge Detection via Improved Transformer Model.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

Poolingformer: Long Document Modeling with Pooling Attention.
Proceedings of the 38th International Conference on Machine Learning, 2021

LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences.
Proceedings of the 14th International Conference on Educational Data Mining, 2021

COMPLETER: Incomplete Multi-View Clustering via Contrastive Prediction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

GLGE: A New General Language Generation Evaluation Benchmark.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
A Network Framework for Small-Sample Learning.
IEEE Trans. Neural Networks Learn. Syst., 2020

Evolutionary Multiobjective Optimization With Robustness Enhancement.
IEEE Trans. Evol. Comput., 2020

Automatically Designing CNN Architectures Using the Genetic Algorithm for Image Classification.
IEEE Trans. Cybern., 2020

Outlier Detection Using Structural Scores in a High-Dimensional Space.
IEEE Trans. Cybern., 2020

Ancient-Modern Chinese Translation with a New Large Training Dataset.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

μ-Forcing: Training Variational Recurrent Autoencoders for Text Generation.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

Multimodal image-to-image translation between domains with high internal variability.
Soft Comput., 2020

Image segmentation of nasopharyngeal carcinoma using 3D CNN with long-range skip connection and multi-scale feature pyramid.
Soft Comput., 2020

Robust geodesic based outlier detection for class imbalance problem.
Pattern Recognit. Lett., 2020

An Abstract Painting Generation Method Based on Deep Generative Model.
Neural Process. Lett., 2020

Zero-shot learning by mutual information estimation and maximization.
Knowl. Based Syst., 2020

GSSA: Pay attention to graph feature importance for GCN via statistical self-attention.
Neurocomputing, 2020

Discriminative globality and locality preserving graph embedding for dimensionality reduction.
Expert Syst. Appl., 2020

AnchiBERT: A Pre-Trained Model for Ancient ChineseLanguage Understanding and Generation.
CoRR, 2020

HLSGD Hierarchical Local SGD With Stale Gradients Featuring.
CoRR, 2020

DBS: Dynamic Batch Size For Distributed Deep Neural Network Training.
CoRR, 2020

Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation.
CoRR, 2020

Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting.
CoRR, 2020

Heart sound segmentation via Duration Long-Short Term Memory neural network.
Appl. Soft Comput., 2020

Partially View-aligned Clustering.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Attention-Based Multi-Model Ensemble for Automatic Cataract Detection in B-Scan Eye Ultrasound Images.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

PSO-PS: Parameter Synchronization with Particle Swarm Optimization for Distributed Training of Deep Neural Networks.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Generating Chinese Poetry from Images via Concrete and Abstract Information.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Arbitrary Chinese Font Generation from a Single Reference.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

HPSGD: Hierarchical Parallel SGD with Stale Gradients Featuring.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

U-Sleep: A Deep Neural Network for Automated Detection of Sleep Arousals Using Multiple PSGs.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Key Factors of Email Subject Generation.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

SAN: Sampling Adversarial Networks for Zero-Shot Learning.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

SuperConv: Strengthening the Convolution Kernel via Weight Sharing.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Exploration on the Generation of Chinese Palindrome Poetry.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Deep Density-Aware Count Regressor.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Learning Event-Based Motion Deblurring.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Herb-Know: Knowledge Enhanced Prescription Generation for Traditional Chinese Medicine.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Let's be Humorous: Knowledge Enhanced Humor Generation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2020

RikiNet: Reading Wikipedia Pages for Natural Question Answering.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Deep Poetry: A Chinese Classical Poetry Generation System.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Generating Style-Specific Chinese Tang Poetry With a Simple Actor-Critic Model.
IEEE Trans. Emerg. Top. Comput. Intell., 2019

BFGAN: Backward and Forward Generative Adversarial Networks for Lexically Constrained Sentence Generation.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

An angle-based method for measuring the semantic similarity between visual and textual features.
Soft Comput., 2019

A Deep Learning-Based End-to-End Composite System for Hand Detection and Gesture Recognition.
Sensors, 2019

A motion classification model with improved robustness through deformation code integration.
Neural Comput. Appl., 2019

Angle-based embedding quality assessment method for manifold learning.
Neural Comput. Appl., 2019

Deep learning-based automatic downbeat tracking: a brief review.
Multim. Syst., 2019

Exaggerated portrait caricatures synthesis.
Inf. Sci., 2019

A New Sparse Restricted Boltzmann Machine.
Int. J. Pattern Recognit. Artif. Intell., 2019

Aesthetic assessment of paintings based on visual balance.
IET Image Process., 2019

Two-phase probabilistic collaborative representation-based classification.
Expert Syst. Appl., 2019

Revision in Continuous Space: Fine-Grained Control of Text Style Transfer.
CoRR, 2019

mu-Forcing: Training Variational Recurrent Autoencoders for Text Generation.
CoRR, 2019

TL-GAN: Generative Adversarial Networks with Transfer Learning for Mode Collapse (S).
Proceedings of the 31st International Conference on Software Engineering and Knowledge Engineering, 2019

Small Deep Learning Models for Hand Gesture Recognition.
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

Impromptu Accompaniment of Pop Music using Coupled Latent Variable Model with Binary Regularizer.
Proceedings of the International Joint Conference on Neural Networks, 2019

Multi-view Spectral Clustering Network.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Multi-view Image Generation by Cycle CVAE-GAN Networks.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

COMIC: Multi-view Clustering Without Parameter Selection.
Proceedings of the 36th International Conference on Machine Learning, 2019

A Semantic-Based Short-Text Fast Clustering Method on Hotline Records in Chengdu.
Proceedings of the 2019 IEEE Intl Conf on Dependable, 2019

PWGAN: wasserstein GANs with perceptual loss for mode collapse.
Proceedings of the ACM Turing Celebration Conference - China, 2019

TIGS: An Inference Algorithm for Text Infilling with Gradient Search.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
An Efficient Representation-Based Method for Boundary Point and Outlier Detection.
IEEE Trans. Neural Networks Learn. Syst., 2018

Graph Regularized Restricted Boltzmann Machine.
IEEE Trans. Neural Networks Learn. Syst., 2018

Automatic detection of boundary points based on local geometrical measures.
Soft Comput., 2018

Classification model of restricted Boltzmann machine based on reconstruction error.
Neural Comput. Appl., 2018

Cross-correlation conditional restricted Boltzmann machines for modeling motion style.
Knowl. Based Syst., 2018

Adaptive local structure learning for document co-clustering.
Knowl. Based Syst., 2018

Learning Discriminative Representation with Signed Laplacian Restricted Boltzmann Machine.
CoRR, 2018

Ancient-Modern Chinese Translation with a Large Training Dataset.
CoRR, 2018

BFGAN: Backward and Forward Generative Adversarial Networks for Lexically Constrained Sentence Generation.
CoRR, 2018

A New Discriminative Collaborative Neighbor Representation Method for Robust Face Recognition.
IEEE Access, 2018

Method to Improve the Performance of Restricted Boltzmann Machines.
Proceedings of the Advances in Neural Networks - ISNN 2018, 2018

A Multi-Modal Chinese Poetry Generation Model.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

A Data Augmentation Model Based on Variational Approach.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Classification of Calligraphy Style Based on Convolutional Neural Network.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017
Finding a good initial configuration of parameters for restricted Boltzmann machine pre-training.
Soft Comput., 2017

Computer-Generated Abstract Paintings Oriented by the Color Composition of Images.
Inf., 2017

A Semi-supervised manifold alignment algorithm and an evaluation method based on local structure preservation.
Neurocomputing, 2017

Extracting Generic Features of Artistic Style via Deep Convolutional Neural Network.
Proceedings of the International Conference on Video and Image Processing, 2017

Tree Factored Conditional Restricted Boltzmann Machines for Mixed Motion Style.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Learning Inverse Mapping by AutoEncoder Based Generative Adversarial Nets.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Unsupervised Multi-Manifold Clustering by Learning Deep Representation.
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
A non-negative representation learning algorithm for selecting neighbors.
Mach. Learn., 2016

Shortest path computation using pulse-coupled neural networks with restricted autowave.
Knowl. Based Syst., 2016

A surgical simulation system for predicting facial soft tissue deformation.
Comput. Vis. Media, 2016

A neural words encoding model.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

An angle and density-based method for key points detection.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015
Non-Divergence of Stochastic Discrete Time Algorithms for PCA Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2015

Robust classifier using distance-based representation with square weights.
Soft Comput., 2015

一种基于开方检验的特征选择方法 (New Feature Selection Method Based on CHI).
计算机科学, 2015

Estimating intrinsic dimension by sparse convex representation.
Proceedings of the 7th International Conference on Cybernetics and Intelligent Systems, 2015

2014
Support vector set selection using pulse-coupled neural networks.
Neural Comput. Appl., 2014

A Local Non-Negative Pursuit Method for Intrinsic Manifold Structure Preservation.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Manifold Alignment Based on Sparse Local Structures of More Corresponding Pairs.
Proceedings of the IJCAI 2013, 2013

2010
A Family of Fuzzy Learning Algorithms for Robust Principal Component Analysis Neural Networks.
IEEE Trans. Fuzzy Syst., 2010

Adaptive multiple minor directions extraction in parallel using a PCA neural network.
Theor. Comput. Sci., 2010

Stability and chaos analysis for an ICA algorithm.
Comput. Math. Appl., 2010

2009
Convergence analysis of a class of Hyvärinen-Oja's ICA learning algorithms with constant learning rates.
IEEE Trans. Signal Process., 2009

2008
Stability and Chaos of a Class of Learning Algorithms for ICA Neural Networks.
Neural Process. Lett., 2008

A neural networks learning algorithm for minor component analysis and its convergence analysis.
Neurocomputing, 2008

A stable MCA learning algorithm.
Comput. Math. Appl., 2008

2007
Global Convergence of GHA Learning Algorithm With Nonzero-Approaching Adaptive Learning Rates.
IEEE Trans. Neural Networks, 2007

Determination of the Number of Principal Directions in a Biologically Plausible PCA Model.
IEEE Trans. Neural Networks, 2007

2006
Output convergence analysis for a class of delayed recurrent neural networks with time-varying inputs.
IEEE Trans. Syst. Man Cybern. Part B, 2006

Global convergence of Oja's PCA learning algorithm with a non-zero-approaching adaptive learning rate.
Theor. Comput. Sci., 2006

Fuzzy SVM with a new fuzzy membership function.
Neural Comput. Appl., 2006

Rigid medical image registration using PCA neural network.
Neurocomputing, 2006

Convergence analysis of Xu's LMSER learning algorithm via deterministic discrete time system method.
Neurocomputing, 2006

Global Convergence of a PCA Learning Algorithm with a Constant Learning Rate.
Comput. Math. Appl., 2006

Growing Hierarchical Principal Components Analysis Self-Organizing Map.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

2005
Convergence analysis of a deterministic discrete time system of Oja's PCA learning algorithm.
IEEE Trans. Neural Networks, 2005

A globally convergent learning algorithm for PCA neural networks.
Neural Comput. Appl., 2005

An Improved Backpropagation Algorithm Using Absolute Error Function.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

2004
Convergence Analysis for Oja+ MCA Learning Algorithm.
Proceedings of the Advances in Neural Networks, 2004


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