Xiaodan Liang

According to our database1, Xiaodan Liang authored at least 172 papers between 2011 and 2019.

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

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2019
ConnNet: A Long-Range Relation-Aware Pixel-Connectivity Network for Salient Segmentation.
IEEE Trans. Image Processing, 2019

Lifecycle coevolution framework for many evolutionary and swarm intelligence algorithms fusion in solving complex optimization problems.
Swarm and Evolutionary Computation, 2019

Look into Person: Joint Body Parsing & Pose Estimation Network and a New Benchmark.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Meta R-CNN : Towards General Solver for Instance-level Low-shot Learning.
CoRR, 2019

Explainable High-order Visual Question Reasoning: A New Benchmark and Knowledge-routed Network.
CoRR, 2019

Multivariate-Information Adversarial Ensemble for Scalable Joint Distribution Matching.
CoRR, 2019

Blending-target Domain Adaptation by Adversarial Meta-Adaptation Networks.
CoRR, 2019

Fashion Editing with Multi-scale Attention Normalization.
CoRR, 2019

Target-Guided Open-Domain Conversation.
CoRR, 2019

Graphonomy: Universal Human Parsing via Graph Transfer Learning.
CoRR, 2019

Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation.
CoRR, 2019

Towards Multi-pose Guided Virtual Try-on Network.
CoRR, 2019

End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis.
CoRR, 2019

Soft Transfer Learning via Gradient Diagnosis for Visual Relationship Detection.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Multivariate-Information Adversarial Ensemble for Scalable Joint Distribution Matching.
Proceedings of the 36th International Conference on Machine Learning, 2019

Part-Preserving Pose Manipulation for Person Image Synthesis.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

AutoLoss: Learning Discrete Schedule for Alternate Optimization.
Proceedings of the 7th International Conference on Learning Representations, 2019

Target-Guided Open-Domain Conversation.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Knowledge-Driven Encode, Retrieve, Paraphrase for Medical Image Report Generation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Scale-Aware Fast R-CNN for Pedestrian Detection.
IEEE Trans. Multimedia, 2018

Multistage Object Detection With Group Recursive Learning.
IEEE Trans. Multimedia, 2018

Proposal-Free Network for Instance-Level Object Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Hybrid Knowledge Routed Modules for Large-scale Object Detection.
CoRR, 2018

Soft-Gated Warping-GAN for Pose-Guided Person Image Synthesis.
CoRR, 2018

AutoLoss: Learning Discrete Schedules for Alternate Optimization.
CoRR, 2018

Interpretable Visual Question Answering by Reasoning on Dependency Trees.
CoRR, 2018

Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation.
CoRR, 2018

Adaptive Temporal Encoding Network for Video Instance-level Human Parsing.
CoRR, 2018

Instance-level Human Parsing via Part Grouping Network.
CoRR, 2018

Reinforced Auto-Zoom Net: Towards Accurate and Fast Breast Cancer Segmentation in Whole-slide Images.
CoRR, 2018

Toward Characteristic-Preserving Image-based Virtual Try-On Network.
CoRR, 2018

A Modulation Module for Multi-task Learning with Applications in Image Retrieval.
CoRR, 2018

Query-Conditioned Three-Player Adversarial Network for Video Summarization.
CoRR, 2018

CIRL: Controllable Imitative Reinforcement Learning for Vision-based Self-driving.
CoRR, 2018

Geometric Generalization Based Zero-Shot Learning Dataset Infinite World: Simple Yet Powerful.
CoRR, 2018

Unsupervised Domain Adaptation for Automatic Estimation of Cardiothoracic Ratio.
CoRR, 2018

Deep Generative Models with Learnable Knowledge Constraints.
CoRR, 2018

Rethinking Knowledge Graph Propagation for Zero-Shot Learning.
CoRR, 2018

Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation.
CoRR, 2018

Image-derived generative modeling of pseudo-macromolecular structures - towards the statistical assessment of Electron CryoTomography template matching.
CoRR, 2018

DTR-GAN: Dilated Temporal Relational Adversarial Network for Video Summarization.
CoRR, 2018

ConnNet: A Long-Range Relation-Aware Pixel-Connectivity Network for Salient Segmentation.
CoRR, 2018

Look into Person: Joint Body Parsing & Pose Estimation Network and A New Benchmark.
CoRR, 2018

Visual Question Reasoning on General Dependency Tree.
CoRR, 2018

Dynamic-structured Semantic Propagation Network.
CoRR, 2018

Deep learning based supervised semantic segmentation of Electron Cryo-Subtomograms.
CoRR, 2018

Unsupervised Real-to-Virtual Domain Unification for End-to-End Highway Driving.
CoRR, 2018

Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption.
CoRR, 2018

Unsupervised Object-Level Video Summarization with Online Motion Auto-Encoder.
CoRR, 2018

Droplet property optimization in printable electronics fabrication using root system growth algorithm.
Computers & Industrial Engineering, 2018

Symbolic Graph Reasoning Meets Convolutions.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Hybrid Knowledge Routed Modules for Large-scale Object Detection.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Deep Generative Models with Learnable Knowledge Constraints.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Soft-Gated Warping-GAN for Pose-Guided Person Image Synthesis.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Adaptive Temporal Encoding Network for Video Instance-level Human Parsing.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

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

Reinforced Auto-Zoom Net: Towards Accurate and Fast Breast Cancer Segmentation in Whole-Slide Images.
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018

Unsupervised Domain Adaptation for Automatic Estimation of Cardiothoracic Ratio.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-Rays.
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018

StepDeep: A Novel Spatial-temporal Mobility Event Prediction Framework based on Deep Neural Network.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Teaching Robots to Predict Human Motion.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Deep Learning Based Supervised Semantic Segmentation of Electron Cryo-Subtomograms.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Modulation Module for Multi-task Learning with Applications in Image Retrieval.
Proceedings of the Computer Vision - ECCV 2018, 2018

Real-to-Virtual Domain Unification for End-to-End Autonomous Driving.
Proceedings of the Computer Vision - ECCV 2018, 2018

Toward Characteristic-Preserving Image-Based Virtual Try-On Network.
Proceedings of the Computer Vision - ECCV 2018, 2018

Generative Semantic Manipulation with Mask-Contrasting GAN.
Proceedings of the Computer Vision - ECCV 2018, 2018

CIRL: Controllable Imitative Reinforcement Learning for Vision-Based Self-driving.
Proceedings of the Computer Vision - ECCV 2018, 2018

Adversarial Geometry-Aware Human Motion Prediction.
Proceedings of the Computer Vision - ECCV 2018, 2018

Instance-Level Human Parsing via Part Grouping Network.
Proceedings of the Computer Vision - ECCV 2018, 2018

RCAA: Relational Context-Aware Agents for Person Search.
Proceedings of the Computer Vision - ECCV 2018, 2018

Dynamic-Structured Semantic Propagation Network.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Reinforcement Cutting-Agent Learning for Video Object Segmentation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Visual Question Reasoning on General Dependency Tree.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Query-Conditioned Three-Player Adversarial Network for Video Summarization.
Proceedings of the British Machine Vision Conference 2018, 2018

Image-derived generative modeling of pseudo-macromolecular structures - towards the statistical assessment of Electron CryoTomography template matching.
Proceedings of the British Machine Vision Conference 2018, 2018

Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption.
Proceedings of the British Machine Vision Conference 2018, 2018

Adaptive Context-aware Reinforced Agent for Handwritten Text Recognition.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Artificial Bee Colony Optimizer Based on Bee Life-Cycle for Stationary and Dynamic Optimization.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2017

Attentive Contexts for Object Detection.
IEEE Trans. Multimedia, 2017

Root system growth biomimicry for global optimization models and emergent behaviors.
Soft Comput., 2017

Optimal layout and deployment for RFID system using a novel hybrid artificial bee colony optimizer based on bee life-cycle model.
Soft Comput., 2017

STC: A Simple to Complex Framework for Weakly-Supervised Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Human Parsing with Contextualized Convolutional Neural Network.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Learning to Segment Human by Watching YouTube.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Structured Generative Adversarial Networks.
CoRR, 2017

Learning to Segment Human by Watching YouTube.
CoRR, 2017

Attention-Aware Face Hallucination via Deep Reinforcement Learning.
CoRR, 2017

Temporal Dynamic Graph LSTM for Action-driven Video Object Detection.
CoRR, 2017

Generative Semantic Manipulation with Contrasting GAN.
CoRR, 2017

Dual Motion GAN for Future-Flow Embedded Video Prediction.
CoRR, 2017

Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters.
CoRR, 2017

Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach.
CoRR, 2017

Recurrent 3D Pose Sequence Machines.
CoRR, 2017

Deep Variation-structured Reinforcement Learning for Visual Relationship and Attribute Detection.
CoRR, 2017

Interpretable Structure-Evolving LSTM.
CoRR, 2017

Recurrent Topic-Transition GAN for Visual Paragraph Generation.
CoRR, 2017

Perceptual Generative Adversarial Networks for Small Object Detection.
CoRR, 2017

Tree-Structured Reinforcement Learning for Sequential Object Localization.
CoRR, 2017

Controllable Text Generation.
CoRR, 2017

Nonparametric Variational Auto-encoders for Hierarchical Representation Learning.
CoRR, 2017

Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human Parsing.
CoRR, 2017

SCAN: Structure Correcting Adversarial Network for Chest X-rays Organ Segmentation.
CoRR, 2017

ZM-Net: Real-time Zero-shot Image Manipulation Network.
CoRR, 2017

Deep learning-based subdivision approach for large scale macromolecules structure recovery from electron cryo tomograms.
Bioinformatics, 2017

Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters.
Proceedings of the 2017 USENIX Annual Technical Conference, 2017

Structured Generative Adversarial Networks.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Deep Attribute-preserving Metric Learning for Natural Language Object Retrieval.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Toward Controlled Generation of Text.
Proceedings of the 34th International Conference on Machine Learning, 2017

Temporal Dynamic Graph LSTM for Action-Driven Video Object Detection.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Dual Motion GAN for Future-Flow Embedded Video Prediction.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Recurrent Topic-Transition GAN for Visual Paragraph Generation.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Nonparametric Variational Auto-Encoders for Hierarchical Representation Learning.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Recurrent 3D Pose Sequence Machines.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Interpretable Structure-Evolving LSTM.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Perceptual Generative Adversarial Networks for Small Object Detection.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Look into Person: Self-Supervised Structure-Sensitive Learning and a New Benchmark for Human Parsing.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Attention-Aware Face Hallucination via Deep Reinforcement Learning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Clothes Co-Parsing Via Joint Image Segmentation and Labeling With Application to Clothing Retrieval.
IEEE Trans. Multimedia, 2016

Recognizing Focal Liver Lesions in CEUS With Dynamically Trained Latent Structured Models.
IEEE Trans. Med. Imaging, 2016

Scale-Aware Pixelwise Object Proposal Networks.
IEEE Trans. Image Processing, 2016

Multi-loss Regularized Deep Neural Network.
IEEE Trans. Circuits Syst. Video Techn., 2016

Learning to segment with image-level annotations.
Pattern Recognition, 2016

Peak-Piloted Deep Network for Facial Expression Recognition.
CoRR, 2016

Is Faster R-CNN Doing Well for Pedestrian Detection?
CoRR, 2016

Human Pose Estimation from Depth Images via Inference Embedded Multi-task Learning.
CoRR, 2016

Geometric Scene Parsing with Hierarchical LSTM.
CoRR, 2016

Deep Structured Scene Parsing by Learning with Image Descriptions.
CoRR, 2016

Semantic Object Parsing with Graph LSTM.
CoRR, 2016

Attentive Contexts for Object Detection.
CoRR, 2016

Multi-stage Object Detection with Group Recursive Learning.
CoRR, 2016

RGB-D Scene Labeling with Long Short-Term Memorized Fusion Model.
CoRR, 2016

Scale-aware Pixel-wise Object Proposal Networks.
CoRR, 2016

Tree-Structured Reinforcement Learning for Sequential Object Localization.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Human Pose Estimation from Depth Images via Inference Embedded Multi-task Learning.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Geometric Scene Parsing with Hierarchical LSTM.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Peak-Piloted Deep Network for Facial Expression Recognition.
Proceedings of the Computer Vision - ECCV 2016, 2016

Is Faster R-CNN Doing Well for Pedestrian Detection?
Proceedings of the Computer Vision - ECCV 2016, 2016

Semantic Object Parsing with Graph LSTM.
Proceedings of the Computer Vision - ECCV 2016, 2016

LSTM-CF: Unifying Context Modeling and Fusion with LSTMs for RGB-D Scene Labeling.
Proceedings of the Computer Vision - ECCV 2016, 2016

Deep Structured Scene Parsing by Learning with Image Descriptions.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Reversible Recursive Instance-Level Object Segmentation.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Semantic Object Parsing with Local-Global Long Short-Term Memory.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Adaptive Bacterial Foraging Algorithm and Its Application in Mobile Robot Path Planning.
Proceedings of the Bio-inspired Computing - Theories and Applications, 2016

Biomimicry of Plant Root Foraging for Distributed Optimization: Models and Emergent Behaviors.
Proceedings of the Bio-inspired Computing - Theories and Applications, 2016

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

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

STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation.
CoRR, 2015

Matching-CNN Meets KNN: Quasi-Parametric Human Parsing.
CoRR, 2015

Complex Background Subtraction by Pursuing Dynamic Spatio-Temporal Models.
CoRR, 2015

Proposal-free Network for Instance-level Object Segmentation.
CoRR, 2015

Reversible Recursive Instance-level Object Segmentation.
CoRR, 2015

Semantic Object Parsing with Local-Global Long Short-Term Memory.
CoRR, 2015

Learning Latent Spatio-Temporal Compositional Model for Human Action Recognition.
CoRR, 2015

Recognizing Focal Liver Lesions in Contrast-Enhanced Ultrasound with Discriminatively Trained Spatio-Temporal Model.
CoRR, 2015

Deep Human Parsing with Active Template Regression.
CoRR, 2015

Scale-aware Fast R-CNN for Pedestrian Detection.
CoRR, 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

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

A NSGA-II with ADMM Mutation for Solving Multi-objective Robust PCA Problem.
Proceedings of the Bio-Inspired Computing - Theories and Applications, 2015

2014
Complex Background Subtraction by Pursuing Dynamic Spatio-Temporal Models.
IEEE Trans. Image Processing, 2014

Computational Baby Learning.
CoRR, 2014

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

Recognizing focal liver lesions in contrast-enhanced ultrasound with discriminatively trained spatio-temporal model.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
Learning latent spatio-temporal compositional model for human action recognition.
Proceedings of the ACM Multimedia Conference, 2013

Bio-inspired Algorithms for FPGA Implementation of RFID Base-Band Transmission Model & IP Core.
Proceedings of the 2013 Fourth International Conference on Emerging Intelligent Data and Web Technologies, 2013

2011
The Model Design and Simulation of Automatic Placement Path for the Shell of Composite Materials.
Proceedings of the Fourth International Symposium on Parallel Architectures, 2011


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