Si Liu

Affiliations:
  • Beihang University, School of Computer Science and Engineering, Beijing Key Laboratory of Digital Media, China
  • National University of Singapore, Department of Electrical and Computer Engineering, Learning and Vision Research Group, Singapore (former)
  • Chinese Academy of Sciences, Institute of Information Engineering, State Key Laboratory of Information Security (SKLOIS), Beijing, China (former)
  • Chinese Academy of Sciences, Institute of Automation, National Laboratory of Pattern Recognition, Beijing, China (PhD 2012)


According to our database1, Si Liu authored at least 134 papers between 2009 and 2022.

Collaborative distances:

Timeline

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Bibliography

2022
Fine-Grained Human-Centric Tracklet Segmentation with Single Frame Supervision.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

2021
Scene Graph Generation With Hierarchical Context.
IEEE Trans. Neural Networks Learn. Syst., 2021

Attentive Excitation and Aggregation for Bilingual Referring Image Segmentation.
ACM Trans. Intell. Syst. Technol., 2021

Discriminative Triad Matching and Reconstruction for Weakly Referring Expression Grounding.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Improved Pillar with Fine-grained Feature for 3D Object Detection.
CoRR, 2021

Mining the Benefits of Two-stage and One-stage HOI Detection.
CoRR, 2021

PSGAN++: Robust Detail-Preserving Makeup Transfer and Removal.
CoRR, 2021

Human-centric Relation Segmentation: Dataset and Solution.
CoRR, 2021

Cross-Modal Progressive Comprehension for Referring Segmentation.
CoRR, 2021

TransRefer3D: Entity-and-Relation Aware Transformer for Fine-Grained 3D Visual Grounding.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Video Background Music Generation with Controllable Music Transformer.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Collaborative Spatial-Temporal Modeling for Language-Queried Video Actor Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Room-and-Object Aware Knowledge Reasoning for Remote Embodied Referring Expression.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

General Instance Distillation for Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Reformulating HOI Detection As Adaptive Set Prediction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

SRKTDN: Applying Super Resolution Method to Dehazing Task.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
ORDNet: Capturing Omni-Range Dependencies for Scene Parsing.
IEEE Trans. Image Process., 2020

Human-centric Spatio-Temporal Video Grounding With Visual Transformers.
CoRR, 2020

Recapture as You Want.
CoRR, 2020

Multi-granularity Multimodal Feature Interaction for Referring Image Segmentation.
Proceedings of the Pattern Recognition and Computer Vision, Third Chinese Conference, 2020

Cross-Modal Omni Interaction Modeling for Phrase Grounding.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Video Relation Detection with Trajectory-aware Multi-modal Features.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Beautify As You Like.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

InteractGAN: Learning to Generate Human-Object Interaction.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Linguistic Structure Guided Context Modeling for Referring Image Segmentation.
Proceedings of the Computer Vision - ECCV 2020, 2020

PPDM: Parallel Point Detection and Matching for Real-Time Human-Object Interaction Detection.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

A Real-Time Cross-Modality Correlation Filtering Method for Referring Expression Comprehension.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Referring Image Segmentation via Cross-Modal Progressive Comprehension.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

AdversarialNAS: Adversarial Neural Architecture Search for GANs.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Tree-Structured Policy Based Progressive Reinforcement Learning for Temporally Language Grounding in Video.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Rule-Guided Compositional Representation Learning on Knowledge Graphs.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
RotateView: A Video Composition System for Interactive Product Display.
IEEE Trans. Multim., 2019

Accurate Facial Image Parsing at Real-Time Speed.
IEEE Trans. Image Process., 2019

Magic-Wall: Visualizing Room Decoration by Enhanced Wall Segmentation.
IEEE Trans. Image Process., 2019

PPDM: Parallel Point Detection and Matching for Real-time Human-Object Interaction Detection.
CoRR, 2019

PSGAN: Pose-Robust Spatial-Aware GAN for Customizable Makeup Transfer.
CoRR, 2019

UGAN: Untraceable GAN for Multi-Domain Face Translation.
CoRR, 2019

Finding Images by Dialoguing with Image.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

GPS: Group People Segmentation with Detailed Part Inference.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Enhanced Memory Network for Video Segmentation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Building Detail-Sensitive Semantic Segmentation Networks With Polynomial Pooling.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Correlation Particle Filter for Visual Tracking.
IEEE Trans. Image Process., 2018

Composing Semantic Collage for Image Retargeting.
IEEE Trans. Image Process., 2018

Robust Target Tracking by Online Random Forests and Superpixels.
IEEE Trans. Circuits Syst. Video Technol., 2018

Human parsing by weak structural label.
Multim. Tools Appl., 2018

Watch fashion shows to tell clothing attributes.
Neurocomputing, 2018

Learning adaptive receptive fields for deep image parsing networks.
Comput. Vis. Media, 2018

Multimodal Fusion for Traditional Chinese Painting Generation.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Structured Deep Learning for Pixel-level Understanding.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Automatic makeup based on generative adversarial nets.
Proceedings of the 10th International Conference on Internet Multimedia Computing and Service, 2018

Person Re-Identification with Hybrid Loss and Hard Triplets Mining.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

Cross-Domain Human Parsing via Adversarial Feature and Label Adaptation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Adult Image and Video Recognition by a Deep Multicontext Network and Fine-to-Coarse Strategy.
ACM Trans. Intell. Syst. Technol., 2017

A weakly supervised method for makeup-invariant face verification.
Pattern Recognit., 2017

Hierarchical deep semantic hashing for fast image retrieval.
Multim. Tools Appl., 2017

Objectness Region Enhancement Networks for Scene Parsing.
J. Comput. Sci. Technol., 2017

RSVP: A Real-Time Surveillance Video Parsing System with Single Frame Supervision.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Time Traveler: A Real-time Face Aging System.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Magic-wall: Visualizing Room Decoration.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Face Aging with Contextual Generative Adversarial Nets.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Learning Adaptive Receptive Fields for Deep Image Parsing Network.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Surveillance Video Parsing with Single Frame Supervision.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Robust Visual Tracking via Exclusive Context Modeling.
IEEE Trans. Cybern., 2016

Surveillance Video Parsing with Single Frame Supervision.
CoRR, 2016

Beauty eMakeup: A Deep Makeup Transfer System.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Makeup Like a Superstar: Deep Localized Makeup Transfer Network.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Deep multi-context Network for FINE-GRAINED VISUAL RECOGNITION.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

Single Image Dehazing via Multi-scale Convolutional Neural Networks.
Proceedings of the Computer Vision - ECCV 2016, 2016

Structural Correlation Filter for Robust Visual Tracking.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

SketchNet: Sketch Classification with Web Images.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Fashion Parsing With Video Context.
IEEE Trans. Multim., 2015

SLED: Semantic Label Embedding Dictionary Representation for Multilabel Image Annotation.
IEEE Trans. Image Process., 2015

Clothing Attributes Assisted Person Reidentification.
IEEE Trans. Circuits Syst. Video Technol., 2015

Deep Human Parsing with Active Template Regression.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Robust Visual Tracking Via Consistent Low-Rank Sparse Learning.
Int. J. Comput. Vis., 2015

Deep People Counting in Extremely Dense Crowds.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Low-Rank Tensor Constrained Multiview Subspace Clustering.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Human Parsing with Contextualized Convolutional Neural Network.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Towards Computational Baby Learning: A Weakly-Supervised Approach for Object Detection.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Structural Sparse Tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Matching-CNN meets KNN: Quasi-parametric human parsing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Diversity-induced Multi-view Subspace Clustering.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Multimedia Analysis with Deep Learning.
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

2014
A Low-Complexity Compressive Sensing Algorithm for PAPR Reduction.
Wirel. Pers. Commun., 2014

"Wow! You Are So Beautiful Today!".
ACM Trans. Multim. Comput. Commun. Appl., 2014

Circle & Search: Attribute-Aware Shoe Retrieval.
ACM Trans. Multim. Comput. Commun. Appl., 2014

Fashion Parsing With Weak Color-Category Labels.
IEEE Trans. Multim., 2014

PicWords: Render a Picture by Packing Keywords.
IEEE Trans. Multim., 2014

Snap & Play: Auto-Generated Personalized Find-the-Difference Game.
ACM Trans. Intell. Syst. Technol., 2014

Fashion Analysis: Current Techniques and Future Directions.
IEEE Multim., 2014

Computational Baby Learning.
CoRR, 2014

Reasoning about Group-Based Mobility in MANETs.
Proceedings of the 20th IEEE Pacific Rim International Symposium on Dependable Computing, 2014

Fashion Parsing with Video Context.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Image Retrieval and Ranking via Consistently Reconstructing Multi-attribute Queries.
Proceedings of the Computer Vision - ECCV 2014, 2014

2013
Towards decrypting attractiveness via multi-modality cues.
ACM Trans. Multim. Comput. Commun. Appl., 2013

Mining Semantic Context Information for Intelligent Video Surveillance of Traffic Scenes.
IEEE Trans. Ind. Informatics, 2013

M<sup>4</sup>L: Maximum margin Multi-instance Multi-cluster Learning for scene modeling.
Pattern Recognit., 2013

Robust Visual Tracking via Structured Multi-Task Sparse Learning.
Int. J. Comput. Vis., 2013

Modeling and verifying the Ariadne protocol using process algebra.
Comput. Sci. Inf. Syst., 2013

eHeritage of shadow puppetry: creation and manipulation.
Proceedings of the ACM Multimedia Conference, 2013

Low-Rank Sparse Coding for Image Classification.
Proceedings of the IEEE International Conference on Computer Vision, 2013

SYM-FISH: A Symmetry-Aware Flip Invariant Sketch Histogram Shape Descriptor.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Magic Mirror: An Intelligent Fashion Recommendation System.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

2012
A Generic Framework for Video Annotation via Semi-Supervised Learning.
IEEE Trans. Multim., 2012

Weakly Supervised Graph Propagation Towards Collective Image Parsing.
IEEE Trans. Multim., 2012

Sense beauty via face, dressing, and/or voice.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Street-to-shop: cross-scenario clothing retrieval via parts alignment and auxiliary set.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Hi, magic closet, tell me what to wear!
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Hi, magic closet, tell me what to wear!
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Low-complexity PAPR reduction algorithm in OFDM systems by designing data subcarriers.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

Low-Rank Sparse Learning for Robust Visual Tracking.
Proceedings of the Computer Vision - ECCV 2012, 2012

Modeling and Verifying the Ariadne Protocol Using CSP.
Proceedings of the IEEE 19th International Conference and Workshops on Engineering of Computer-Based Systems, 2012

Robust visual tracking via multi-task sparse learning.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Street-to-shop: Cross-scenario clothing retrieval via parts alignment and auxiliary set.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Boosted Exemplar Learning for Action Recognition and Annotation.
IEEE Trans. Circuits Syst. Video Technol., 2011

Boosted multi-class semi-supervised learning for human action recognition.
Pattern Recognit., 2011

A Physical Topology-Aware Chord Model based on ACO.
J. Comput., 2011

Modeling and Analyzing the (mu)TESLA Protocol Using CSP.
Proceedings of the 5th IEEE International Symposium on Theoretical Aspects of Software Engineering, 2011

Towards a Probabilistic Calculus for Mobile Ad Hoc Networks.
Proceedings of the 5th IEEE International Symposium on Theoretical Aspects of Software Engineering, 2011

Towards Denotational Semantics for Verilog in PVS.
Proceedings of the Fifth International Conference on Secure Software Integration and Reliability Improvement, 2011

Formal Approaches to Wireless Sensor Networks.
Proceedings of the Fifth International Conference on Secure Software Integration and Reliability Improvement, 2011

Snap & play: auto-generate personalized find-the-difference mobile game.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Formal Model of Interrupt Program from a Probabilistic Perspective.
Proceedings of the 16th IEEE International Conference on Engineering of Complex Computer Systems, 2011

A Calculus for Mobile Ad Hoc Networks from a Group Probabilistic Perspective.
Proceedings of the 13th IEEE International Symposium on High-Assurance Systems Engineering, 2011

Size Adaptive Selection of Most Informative Features.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Promoting Models.
Proceedings of the Unifying Theories of Programming - Third International Symposium, 2010

Human Action Recognition in Videos Using Hybrid Motion Features.
Proceedings of the Advances in Multimedia Modeling, 2010

A generic framework for event detection in various video domains.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Human action recognition via multi-view learning.
Proceedings of the Second International Conference on Internet Multimedia Computing and Service, 2010

2009
Human action recognition in videos using motion impression image.
Proceedings of the First International Conference on Internet Multimedia Computing and Service, 2009

Boosted Exemplar Learning for human action recognition.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009


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