Jie Lin

Orcid: 0000-0002-8971-0660

Affiliations:
  • Institute for Infocomm Research, Singapore
  • Beijing Jiaotong University, School of Computer Science and Technology, Beijing, China (former)
  • Peking University, Institute of Digital Media, Beijing, China (former)


According to our database1, Jie Lin authored at least 101 papers between 2012 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
On Representation Knowledge Distillation for Graph Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., April, 2024

LCReg: Long-tailed image classification with Latent Categories based Recognition.
Pattern Recognit., January, 2024

Evolving filter criteria for randomly initialized network pruning in image classification.
Neurocomputing, 2024

From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks.
CoRR, 2024

Evolving masked low-rank transformer for long text understanding.
Appl. Soft Comput., 2024

Adaptive Masked Autoencoder Transformer for image classification.
Appl. Soft Comput., 2024

LPViT: Low-Power Semi-structured Pruning for Vision Transformers.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
Unsupervised Contrastive Cross-Modal Hashing.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Efficient Joint Optimization of Layer-Adaptive Weight Pruning in Deep Neural Networks.
CoRR, 2023

Unlimited Knowledge Distillation for Action Recognition in the Dark.
CoRR, 2023

2022
$A^3$-FKG: Attentive Attribute-Aware Fashion Knowledge Graph for Outfit Preference Prediction.
IEEE Trans. Multim., 2022

Deep Semisupervised Multiview Learning With Increasing Views.
IEEE Trans. Cybern., 2022

QLP: Deep Q-Learning for Pruning Deep Neural Networks.
IEEE Trans. Circuits Syst. Video Technol., 2022

Towards high performance homomorphic encryption for inference tasks on CPU: An MPI approach.
Future Gener. Comput. Syst., 2022

Is Complexity Required for Neural Network Pruning? A Case Study on Global Magnitude Pruning.
CoRR, 2022

Long-tailed Recognition by Learning from Latent Categories.
CoRR, 2022

Channel-Wise Bit Allocation for Deep Visual Feature Quantization.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

RDO-Q: Extremely Fine-Grained Channel-Wise Quantization via Rate-Distortion Optimization.
Proceedings of the Computer Vision - ECCV 2022, 2022

Scalable Hardware Acceleration of Non-Maximum Suppression.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis.
Proceedings of the International Conference on 3D Vision, 2022

2021
Multi-GPU Design and Performance Evaluation of Homomorphic Encryption on GPU Clusters.
IEEE Trans. Parallel Distributed Syst., 2021

Lifelog Image Retrieval Based on Semantic Relevance Mapping.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Pose-Normalized and Appearance-Preserved Street-to-Shop Clothing Image Generation and Feature Learning.
IEEE Trans. Multim., 2021

Towards the AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data With GPUs.
IEEE Trans. Emerg. Top. Comput., 2021

Joint Versus Independent Multiview Hashing for Cross-View Retrieval.
IEEE Trans. Cybern., 2021

Cross-modal discriminant adversarial network.
Pattern Recognit., 2021

Few-Shot Segmentation with Global and Local Contrastive Learning.
CoRR, 2021

FFConv: Fast Factorized Neural Network Inference on Encrypted Data.
CoRR, 2021

A*HAR: A New Benchmark towards Semi-supervised learning for Class-imbalanced Human Activity Recognition.
CoRR, 2021

PAN: Personalized Attention Network For Outfit Recommendation.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Rate-Distortion Optimized Coding for Efficient CNN Compression.
Proceedings of the 31st Data Compression Conference, 2021

Efficient Tunstall Decoder for Deep Neural Network Compression.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

PSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS With Relationship Recovery.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning Cross-Modal Retrieval With Noisy Labels.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Learning to Prune Deep Neural Networks via Reinforcement Learning.
CoRR, 2020

Role-Wise Data Augmentation for Knowledge Distillation.
CoRR, 2020

A*3D Dataset: Towards Autonomous Driving in Challenging Environments.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Cascaded Mixed-Precision Networks.
Proceedings of the IEEE International Conference on Image Processing, 2020

Object Tracking Via ImageNet Classification Scores.
Proceedings of the IEEE International Conference on Image Processing, 2020

Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Codebook-Free Compact Descriptor for Scalable Visual Search.
IEEE Trans. Multim., 2019

Trademark image retrieval via transformation-invariant deep hashing.
J. Vis. Commun. Image Represent., 2019

Compact Descriptors for Video Analysis: The Emerging MPEG Standard.
IEEE Multim., 2019

CaRENets: Compact and Resource-Efficient CNN for Homomorphic Inference on Encrypted Medical Images.
CoRR, 2019

Dataflow-based Joint Quantization of Weights and Activations for Deep Neural Networks.
CoRR, 2019

TEA-DNN: the Quest for Time-Energy-Accuracy Co-optimized Deep Neural Networks.
Proceedings of the 2019 IEEE/ACM International Symposium on Low Power Electronics and Design, 2019

Optimizing the Bit Allocation for Compression of Weights and Activations of Deep Neural Networks.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Learning Hierarchical Features for Visual Object Tracking With Recursive Neural Networks.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Beyond Ranking Loss: Deep Holographic Networks for Multi-Label Video Search.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Dataflow-Based Joint Quantization for Deep Neural Networks.
Proceedings of the Data Compression Conference, 2019

MaxpoolNMS: Getting Rid of NMS Bottlenecks in Two-Stage Object Detectors.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
The AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data with GPUs.
IACR Cryptol. ePrint Arch., 2018

Gated Square-Root Pooling for Image Instance Retrieval.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Hardware-Aware Softmax Approximation for Deep Neural Networks.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
HNIP: Compact Deep Invariant Representations for Video Matching, Localization, and Retrieval.
IEEE Trans. Multim., 2017

Towards Detection of Bus Driver Fatigue Based on Robust Visual Analysis of Eye State.
IEEE Trans. Intell. Transp. Syst., 2017

Deep convolutional hashing using pairwise multi-label supervision for large-scale visual search.
Signal Process. Image Commun., 2017

Low Bit-rate 3D feature descriptors for depth data from Kinect-style sensors.
Signal Process. Image Commun., 2017

3DHoPD: A Fast Low-Dimensional 3-D Descriptor.
IEEE Robotics Autom. Lett., 2017

End-to-End Video Classification with Knowledge Graphs.
CoRR, 2017

Truly Multi-modal YouTube-8M Video Classification with Video, Audio, and Text.
CoRR, 2017

Pruning Convolutional Neural Networks for Image Instance Retrieval.
CoRR, 2017

Deep Learning for Lung Cancer Detection: Tackling the Kaggle Data Science Bowl 2017 Challenge.
CoRR, 2017

Visualizing Personal Lifelog Data for Deeper Insights at the NTCIR-13 Lifelog-2 Task.
Proceedings of the 13th NTCIR Conference, 2017

VCI2R at the NTCIR-13 Lifelog-2 Lifelog Semantic Access Task.
Proceedings of the 13th NTCIR Conference, 2017

Nested Invariance Pooling and RBM Hashing for Image Instance Retrieval.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

DeepHash for Image Instance Retrieval: Getting Regularization, Depth and Fine-Tuning Right.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Object Detection Meets Knowledge Graphs.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Region average pooling for context-aware object detection.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

A Multi-Block N-ary trie structure for exact r-neighbour search in hamming space.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Deep regional feature pooling for video matching.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Compact Deep Invariant Descriptors for Video Retrieval.
Proceedings of the 2017 Data Compression Conference, 2017

Compression of Deep Neural Networks for Image Instance Retrieval.
Proceedings of the 2017 Data Compression Conference, 2017

VC-I2R@ImageCLEF2017: Ensemble of Deep Learned Features for Lifelog Video Summarization.
Proceedings of the Working Notes of CLEF 2017, 2017

Group Invariant Deep Representations for Image Instance Retrieval.
Proceedings of the 2017 AAAI Spring Symposia, 2017

2016
Overview of the MPEG-CDVS Standard.
IEEE Trans. Image Process., 2016

A practical guide to CNNs and Fisher Vectors for image instance retrieval.
Signal Process., 2016

Nested Invariance Pooling and RBM Hashing for Image Instance Retrieval.
CoRR, 2016

Egocentric activity recognition with multimodal fisher vector.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Tiny Descriptors for Image Retrieval with Unsupervised Triplet Hashing.
Proceedings of the 2016 Data Compression Conference, 2016

2015
Weighted Component Hashing of Binary Aggregated Descriptors for Fast Visual Search.
IEEE Trans. Multim., 2015

DeepHash: Getting Regularization, Depth and Fine-Tuning Right.
CoRR, 2015

Hamming Compatible Quantization for Hashing.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Hierarchical multi-VLAD for image retrieval.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Co-regularized deep representations for video summarization.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

An efficient coding framework for compact descriptors extracted from video sequence.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Optimizing Binary Fisher Codes for Visual Search.
Proceedings of the 2015 Data Compression Conference, 2015

Compact Global Descriptors for Visual Search.
Proceedings of the 2015 Data Compression Conference, 2015

Selective aggregated descriptors for robust mobile image retrieval.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

2014
Compact Descriptors for Visual Search.
IEEE Multim., 2014

Component hashing of variable-length binary aggregated descriptors for fast image search.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Joint optimization of JPEG quantization table and coefficient thresholding for low bitrate mobile visual search.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Compact descriptors for mobile visual search and MPEG CDVS standardization.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

A novel pair-wise image matching strategy with compact descriptors.
Proceedings of the IEEE International Conference on Image Processing, 2013

Robust fisher codes for large scale image retrieval.
Proceedings of the IEEE International Conference on Acoustics, 2013

On the interoperability of local descriptors compression.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Social Image Tagging by Mining Sparse Tag Patterns from Auxiliary Data.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Learning sparse tag patterns for social image classification.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Allocating images and selecting image collections for distributed visual search.
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service, 2012

Learning multiple codebooks for low bit rate mobile visual search.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012


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