Multimedia Learning Group
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Research
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Research Overview
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Research Areas
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Research Funding
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Research Projects
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Publications
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#publications
Journals
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International Conferences
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Books and Chapters
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Staff
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Resources
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#resources
Demos
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Lectures
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Datasets
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Code
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Admissions
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Contact Us
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Links
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https://pkuml.org/links
the International Journal of Multimedia Data Engineering and Management (IJMDEM)
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http://www.igi-global.com/journal/international-journal-multimedia-data-engineering/1118
IEEE MIPR
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http://www.ieee-mipr.org/
the International Journal of Multimedia Data Engineering and Management (IJMDEM)
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http://www.igi-global.com/journal/international-journal-multimedia-data-engineering/1118
IEEE ISM 2015
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http://www.ieeeism.com/
Dr.Jia Li, graduated from our group, gained Chinese Academy of Sciences outstanding doctoral thesis and the outstanding doctoral thesis in Beijing City
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http://www.gucas.ac.cn/site/157?u=60293
10.1109/TPAMI.2020.3042193
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https://doi.ieeecomputersociety.org/10.1109/TPAMI.2020.3042193
10.1109/TCYB.2020.3042513
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https://doi.org/10.1109/TCYB.2020.3042513
10.1109/TCSVT.2020.3032014
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https://doi.org/10.1109/TCSVT.2020.3032014
Adaptation-Oriented Feature Projection for One-shot Action Recognition
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https://ieeexplore.ieee.org/abstract/document/8985321
Model-guided Multi-path Knowledge Aggregation for Aerial Saliency Prediction
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https://ieeexplore.ieee.org/document/9109669/
Structures of the Retinal Receptive Field by Deep Learning Network
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http://arxiv.org/abs/1811.02290
P-ODN: Prototype-based Open Deep Network for Open Set Recognition
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https://www.nature.com/articles/s41598-020-63649-6
Towards the Next Generation of Retinal Neuroprosthesis: Visual Computation with Spikes
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https://www.sciencedirect.com/science/article/pii/S2095809920300357
Reconstruction of Natural Visual Scenes from Neural Spikes with Deep Neural Networks
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https://www.sciencedirect.com/science/article/pii/S0893608020300435
Probabilistic Inference of Binary Markov Random Fields in Spiking Neural Networks through Mean-field Approximation
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https://www.sciencedirect.com/science/article/pii/S0893608020300800
Joint Coding of Local and Global Deep Features in Videos for Visual Search
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https://ieeexplore.ieee.org/document/8960544
Towards Accurate Low Bit-width Quantization with Multiple Phase Adaptations
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https://aaai.org/ojs/index.php/AAAI/article/view/6134
Retina-like Visual Image Reconstruction via Spiking Neural Model
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http://openaccess.thecvf.com/content_CVPR_2020/html/Zhu_Retina-Like_Visual_Image_Reconstruction_via_Spiking_Neural_Model_CVPR_2020_paper.html
AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification
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https://arxiv.org/abs/2004.08787
Ordinal Multi-task Part Segmentation with Recurrent Prior Generation
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https://ieeexplore.ieee.org/document/8903484
Distortion-adaptive Salient Object Detection in 360° Omnidirectional Images
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https://arxiv.org/abs/1909.04913
Spike Coding: Towards Lossy Compression for Dynamic Vision Sensor
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https://doi.org/10.1109/DCC.2019.00084
An Efficient Coding Method for Spike Camera Using Inter-Spike Intervals
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https://doi.org/10.1109/DCC.2019.00080
Efficient and Fast Coefficient Sign Inference for Video Coding
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https://doi.org/10.1109/DCC.2019.00121
Skeleton-based 3D Object Retrieval using Retina-like Feature Descriptor
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https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8851210
Residual-Based Post-processing for HEVC
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https://ieeexplore.ieee.org/document/8735749
Hierarchical Deep Co-segmentation of Primary Objects in Aerial Videos
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https://arxiv.org/ftp/arxiv/papers/1806/1806.10274.pdf
Part-regularized Near-Duplicate Vehicle Re-identification,
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http://openaccess.thecvf.com/content_CVPR_2019/papers/He_Part-Regularized_Near-Duplicate_Vehicle_Re-Identification_CVPR_2019_paper.pdf
Multi-class Part Parsing with Joint Boundary-Semantic Awareness
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http://cvteam.net/projects/2019/figs/ICCV19-PART.pdf
Selectivity or Invariance: Boundary-aware Salient Object Detection
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http://openaccess.thecvf.com/content_ICCV_2019/papers/Su_Selectivity_or_Invariance_Boundary-Aware_Salient_Object_Detection_ICCV_2019_paper.pdf
2D LiDAR Map Prediction via Estimating Motion Flow with GRU
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https://arxiv.org/abs/1902.06919
A Retina-inspired Sampling Method for Visual Texture Reconstruction,
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https://arxiv.org/abs/1907.08769
Learning Local Feature Descriptor with Motion Attribute for Vision-based Localization,
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https://arxiv.org/pdf/1908.01180
Efficient and Fast Coefficient Sign Inference for Video Coding
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https://ieeexplore.ieee.org/xpl/conhome/8701556/proceeding
Semi-Siamese Network for Content-based Video Relevance Prediction
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https://ieeexplore.ieee.org/document/8702102
Bi-directional Re-ranking for Person Re-identification
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https://ieeexplore.ieee.org/document/8695410
An Efficient Coding Method for Spike Camera Using Inter-Spike Intervals.
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https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=8712772
Spike Coding: Towards Lossy Compression for Dynamic Vision Sensor
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https://ieeexplore.ieee.org/document/8712793
A Retiana-inspired Sampling Method for Visual Texture Reconstruction
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https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4686735/
Event-based vision enhanced: a joint detection framework based neuromorphic camera
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https://tel.archives-ouvertes.fr/tel-01426001/document
Transductive Episodic-wise Adaptive Metric for Few-Shot Learning
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http://metalearning.ml/2018/papers/metalearn2018_paper22.pdf
Residual-Based Post-processing for HEVC
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https://ieeexplore.ieee.org/document/8735749
Towards the Next Generation of Retinal Neuroprosthesis: Visual Computation with Spikes
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https://www2.le.ac.uk/departments/npb/news-1/invspk/Liu%20310119.pdf
Spike Coding for Dynamic Vision Sensor in Intelligent Driving
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https://ieeexplore.ieee.org/document/8477002
Multiscale video sequence matching for near-duplicate detection and retrieval
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https://link.springer.com/article/10.1007/s11042-018-5862-3
Free-view gait recognition
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https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0214389
BigMM 2015 Challenge
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http://www.bigmmchallenge.org/mainPage.php
Video Analysis Contest 2014
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http://www.bigmmchallenge.org/mainPage.php
Our results in TRECVID-ED2011. We joined in five events and we got the first place in PeopleMeet and ObjectPut. We are the second place in Embrace and Pointing.
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/wp-content/uploads/2013/07/TRECVID-ED-results_2011.jpg
Our results in TRECVID-ED2010. We joined four events in all seven. We got two best results and one second place in all participators.
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/wp-content/uploads/2013/07/TRECVID-ED-results_2010.jpg
Our results in TRECVID-ED2009.We’ve joined in five events and got apparent improvement in four events compared to the results in TRECVID-ED2008.
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/wp-content/uploads/2013/07/TRECVID-ED-results_2009.jpg
We also own the championship in the mission of WikipediaMM in ImageCLEF, in 2008.
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/wp-content/uploads/2013/07/ImageCLEF-competition_2008.jpg
We had a trip to Beidaihe, Hebei on June 29th and 30th, to enjoy our summer outing as well as to celebrate the graduation of our five senior fellows.
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/activities/summer-outing-to-beidaihe-2013.html
On Oct. 27th & 28th, 2012, we had an autumn outing to Qinglong Gorge and Mutianyu Greatwall, Huairou.
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/activities/autumn-outing-to-huairou-2012.html
On Sept. 8th & 9th, 2018, we had an autumn outing to Shidu, Beijing
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https://pkuml.org/activities/autumn-outing-to-shidu-beijing-2018.html
Maintenance
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