Jiashi Feng

According to our database1, Jiashi Feng authored at least 305 papers between 2010 and 2019.

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Bibliography

2019
Online Robust Low-Rank Tensor Modeling for Streaming Data Analysis.
IEEE Trans. Neural Netw. Learning Syst., 2019

Co-saliency Detection with Graph Matching.
ACM TIST, 2019

Hierarchical Contextual Refinement Networks for Human Pose Estimation.
IEEE Trans. Image Processing, 2019

Compressed-Domain Highway Vehicle Counting by Spatial and Temporal Regression.
IEEE Trans. Circuits Syst. Video Techn., 2019

Toward a Comprehensive Face Detector in the Wild.
IEEE Trans. Circuits Syst. Video Techn., 2019

IAN: The Individual Aggregation Network for Person Search.
Pattern Recognition, 2019

3D-Aided Dual-Agent GANs for Unconstrained Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Anticipating Where People will Look Using Adversarial Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Recurrent Face Aging with Hierarchical AutoRegressive Memory.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Subspace Clustering by Block Diagonal Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Accelerated Randomized Mirror Descent Algorithms for Composite Non-strongly Convex Optimization.
J. Optimization Theory and Applications, 2019

Adaptive ROI Generation for Video Object Segmentation Using Reinforcement Learning.
CoRR, 2019

Revisit Knowledge Distillation: a Teacher-free Framework.
CoRR, 2019

Hierarchic Neighbors Embedding.
CoRR, 2019

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

Single-Stage Multi-Person Pose Machines.
CoRR, 2019

Dynamic Kernel Distillation for Efficient Pose Estimation in Videos.
CoRR, 2019

PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment.
CoRR, 2019

Central Similarity Hashing via Hadamard matrix.
CoRR, 2019

Deep Model Compression via Filter Auto-sampling.
CoRR, 2019

Delving into 3D Action Anticipation from Streaming Videos.
CoRR, 2019

VRED: A Position-Velocity Recurrent Encoder-Decoder for Human Motion Prediction.
CoRR, 2019

Unsupervised Image Noise Modeling with Self-Consistent GAN.
CoRR, 2019

Distilling Object Detectors with Fine-grained Feature Imitation.
CoRR, 2019

Understanding Adversarial Behavior of DNNs by Disentangling Non-Robust and Robust Components in Performance Metric.
CoRR, 2019

Query-efficient Meta Attack to Deep Neural Networks.
CoRR, 2019

Deep Face Recognition Model Compression via Knowledge Transfer and Distillation.
CoRR, 2019

Panoptic Edge Detection.
CoRR, 2019

Cross-Resolution Face Recognition via Prior-Aided Face Hallucination and Residual Knowledge Distillation.
CoRR, 2019

Prototype Reminding for Continual Learning.
CoRR, 2019

A Simple Pooling-Based Design for Real-Time Salient Object Detection.
CoRR, 2019

Hierarchical Meta Learning.
CoRR, 2019

Cycle-SUM: Cycle-consistent Adversarial LSTM Networks for Unsupervised Video Summarization.
CoRR, 2019

Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution.
CoRR, 2019

Foreground-aware Pyramid Reconstruction for Alignment-free Occluded Person Re-identification.
CoRR, 2019

Few-shot Adaptive Faster R-CNN.
CoRR, 2019

Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning.
CoRR, 2019

Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search.
CoRR, 2019

Dynamic Feature Fusion for Semantic Edge Detection.
CoRR, 2019

Multi-Prototype Networks for Unconstrained Set-based Face Recognition.
CoRR, 2019

Lift-the-Flap: Context Reasoning Using Object-Centered Graphs.
CoRR, 2019

Deep Reasoning with Multi-scale Context for Salient Object Detection.
CoRR, 2019

Learning Generalizable and Identity-Discriminative Representations for Face Anti-Spoofing.
CoRR, 2019

Better Guider Predicts Future Better: Difference Guided Generative Adversarial Networks.
CoRR, 2019

Temporal Spiking Recurrent Neural Network for Action Recognition.
IEEE Access, 2019

Task Relation Networks.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Generalized Majorization-Minimization for Non-Convex Optimization.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Dynamic Feature Fusion for Semantic Edge Detection.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Multi-Prototype Networks for Unconstrained Set-based Face Recognition.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Faster First-Order Methods for Stochastic Non-Convex Optimization on Riemannian Manifolds.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Look across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Cycle-SUM: Cycle-Consistent Adversarial LSTM Networks for Unsupervised Video Summarization.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Learning to Localize Objects with Noisy Labeled Instances.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Deep Salient Object Detection With Dense Connections and Distraction Diagnosis.
IEEE Trans. Multimedia, 2018

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

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

Robust LSTM-Autoencoders for Face De-Occlusion in the Wild.
IEEE Trans. Image Processing, 2018

Structured AutoEncoders for Subspace Clustering.
IEEE Trans. Image Processing, 2018

Zero-Shot Learning via Attribute Regression and Class Prototype Rectification.
IEEE Trans. Image Processing, 2018

Landmark Free Face Attribute Prediction.
IEEE Trans. Image Processing, 2018

Video-Based Person Re-Identification With Accumulative Motion Context.
IEEE Trans. Circuits Syst. Video Techn., 2018

Deep Recurrent Regression for Facial Landmark Detection.
IEEE Trans. Circuits Syst. Video Techn., 2018

Learning with rethinking: Recurrently improving convolutional neural networks through feedback.
Pattern Recognition, 2018

A Unified Alternating Direction Method of Multipliers by Majorization Minimization.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Annotation modification for fine-grained visual recognition.
Neurocomputing, 2018

Stochastic Primal-Dual Proximal ExtraGradient descent for compositely regularized optimization.
Neurocomputing, 2018

Subspace Learning by ℓ0-Induced Sparsity.
International Journal of Computer Vision, 2018

Video super-resolution based on spatial-temporal recurrent residual networks.
Computer Vision and Image Understanding, 2018

Similarity R-C3D for Few-shot Temporal Activity Detection.
CoRR, 2018

Few-shot Object Detection via Feature Reweighting.
CoRR, 2018

Graph-Based Global Reasoning Networks.
CoRR, 2018

A2-Nets: Double Attention Networks.
CoRR, 2018

Look Across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition.
CoRR, 2018

Egocentric Spatial Memory.
CoRR, 2018

What am I searching for?
CoRR, 2018

Multi-Fiber Networks for Video Recognition.
CoRR, 2018

Finding any Waldo: zero-shot invariant and efficient visual search.
CoRR, 2018

Object Relation Detection Based on One-shot Learning.
CoRR, 2018

TS2C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection.
CoRR, 2018

Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements.
CoRR, 2018

Understanding Generalization and Optimization Performance of Deep CNNs.
CoRR, 2018

Subspace Clustering by Block Diagonal Representation.
CoRR, 2018

Learning Markov Clustering Networks for Scene Text Detection.
CoRR, 2018

Learning Pixel-wise Labeling from the Internet without Human Interaction.
CoRR, 2018

Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi- Supervised Semantic Segmentation.
CoRR, 2018

Zigzag Learning for Weakly Supervised Object Detection.
CoRR, 2018

Adversarial Complementary Learning for Weakly Supervised Object Localization.
CoRR, 2018

Tensor Robust Principal Component Analysis with A New Tensor Nuclear Norm.
CoRR, 2018

Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing.
CoRR, 2018

Left-Right Comparative Recurrent Model for Stereo Matching.
CoRR, 2018

Cross-domain Human Parsing via Adversarial Feature and Label Adaptation.
CoRR, 2018

Transferable Meta Learning Across Domains.
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Modeling Alzheimer's disease progression using deep recurrent neural networks.
Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018

Is deep learning better than kernel regression for functional connectivity prediction of fluid intelligence?
Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018

Efficient Stochastic Gradient Hard Thresholding.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

New Insight into Hybrid Stochastic Gradient Descent: Beyond With-Replacement Sampling and Convexity.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A^2-Nets: Double Attention Networks.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Multi-View Image Generation from a Single-View.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Deep Learning for Multimedia: Science or Technology?
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Multi-Human Parsing Machines.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Egocentric Spatial Memory.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

3D-Aided Deep Pose-Invariant Face Recognition.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Sharing Residual Units Through Collective Tensor Factorization To Improve Deep Neural Networks.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Denser Trajectories of Anchor Points for Action Recognition.
Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication, 2018

Understanding Generalization and Optimization Performance of Deep CNNs.
Proceedings of the 35th International Conference on Machine Learning, 2018

Policy Optimization with Demonstrations.
Proceedings of the 35th International Conference on Machine Learning, 2018

WSNet: Compact and Efficient Networks Through Weight Sampling.
Proceedings of the 35th International Conference on Machine Learning, 2018

Empirical Risk Landscape Analysis for Understanding Deep Neural Networks.
Proceedings of the 6th International Conference on Learning Representations, 2018

Ensemble Robustness and Generalization of Stochastic Deep Learning Algorithms.
Proceedings of the 6th International Conference on Learning Representations, 2018

Exploiting Spatio-Temporal Correlations with Multiple 3D Convolutional Neural Networks for Citywide Vehicle Flow Prediction.
Proceedings of the IEEE International Conference on Data Mining, 2018

Dynamic Conditional Networks for Few-Shot Learning.
Proceedings of the Computer Vision - ECCV 2018, 2018

ML-LocNet: Improving Object Localization with Multi-view Learning Network.
Proceedings of the Computer Vision - ECCV 2018, 2018

Attention-Aware Deep Adversarial Hashing for Cross-Modal Retrieval.
Proceedings of the Computer Vision - ECCV 2018, 2018

TS ^2 2 C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection.
Proceedings of the Computer Vision - ECCV 2018, 2018

Mutual Learning to Adapt for Joint Human Parsing and Pose Estimation.
Proceedings of the Computer Vision - ECCV 2018, 2018

Pose Partition Networks for Multi-person Pose Estimation.
Proceedings of the Computer Vision - ECCV 2018, 2018

Multi-fiber Networks for Video Recognition.
Proceedings of the Computer Vision - ECCV 2018, 2018

Deep Adversarial Subspace Clustering.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Towards Pose Invariant Face Recognition in the Wild.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Adversarial Complementary Learning for Weakly Supervised Object Localization.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

MoNet: Deep Motion Exploitation for Video Object Segmentation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi-Supervised Semantic Segmentation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Human Pose Estimation With Parsing Induced Learner.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning Markov Clustering Networks for Scene Text Detection.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Left-Right Comparative Recurrent Model for Stereo Matching.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Zigzag Learning for Weakly Supervised Object Detection.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Weakly Supervised Phrase Localization With Multi-Scale Anchored Transformer Network.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Better Guider Predicts Future Better: Difference Guided Generative Adversarial Networks.
Proceedings of the Computer Vision - ACCV 2018, 2018

Transferable Semi-Supervised Semantic Segmentation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

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

2017
Correlation Alignment for Unsupervised Domain Adaptation.
Proceedings of the Domain Adaptation in Computer Vision Applications., 2017

Diversified Visual Attention Networks for Fine-Grained Object Classification.
IEEE Trans. Multimedia, 2017

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

Human Facial Age Estimation by Cost-Sensitive Label Ranking and Trace Norm Regularization.
IEEE Trans. Multimedia, 2017

Deep Edge Guided Recurrent Residual Learning for Image Super-Resolution.
IEEE Trans. Image Processing, 2017

End-to-End Comparative Attention Networks for Person Re-Identification.
IEEE Trans. Image Processing, 2017

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

Weaving Multi-scale Context for Single Shot Detector.
CoRR, 2017

Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis.
CoRR, 2017

WSNet: Compact and Efficient Networks with Weight Sampling.
CoRR, 2017

Personalized and Occupational-aware Age Progression by Generative Adversarial Networks.
CoRR, 2017

HashGAN: Attention-aware Deep Adversarial Hashing for Cross Modal Retrieval.
CoRR, 2017

Transferable Semi-supervised Semantic Segmentation.
CoRR, 2017

Integrated Face Analytics Networks through Cross-Dataset Hybrid Training.
CoRR, 2017

Predicting Scene Parsing and Motion Dynamics in the Future.
CoRR, 2017

Deep Sparse Subspace Clustering.
CoRR, 2017

Discriminative Similarity for Clustering and Semi-Supervised Learning.
CoRR, 2017

On the Suboptimality of Proximal Gradient Descent for $\ell^{0}$ Sparse Approximation.
CoRR, 2017

Stochastic Primal-Dual Proximal ExtraGradient descent for compositely regularized optimization.
CoRR, 2017

Self-explanatory Deep Salient Object Detection.
CoRR, 2017

Learning with Rethinking: Recurrently Improving Convolutional Neural Networks through Feedback.
CoRR, 2017

Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization.
CoRR, 2017

FoveaNet: Perspective-aware Urban Scene Parsing.
CoRR, 2017

A Simple Loss Function for Improving the Convergence and Accuracy of Visual Question Answering Models.
CoRR, 2017

The Landscape of Deep Learning Algorithms.
CoRR, 2017

Multi-View Image Generation from a Single-View.
CoRR, 2017

A Unified Framework for Stochastic Matrix Factorization via Variance Reduction.
CoRR, 2017

A Good Practice Towards Top Performance of Face Recognition: Transferred Deep Feature Fusion.
CoRR, 2017

IAN: The Individual Aggregation Network for Person Search.
CoRR, 2017

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

Generative Partition Networks for Multi-Person Pose Estimation.
CoRR, 2017

Video-based Person Re-identification with Accumulative Motion Context.
CoRR, 2017

Neural Person Search Machines.
CoRR, 2017

Interpretable Structure-Evolving LSTM.
CoRR, 2017

Towards Real World Human Parsing: Multiple-Human Parsing in the Wild.
CoRR, 2017

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

Deep Self-Taught Learning for Weakly Supervised Object Localization.
CoRR, 2017

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

Outlier Robust Online Learning.
CoRR, 2017

On Fundamental Limits of Robust Learning.
CoRR, 2017

Dual Path Networks.
CoRR, 2017

Sharing Residual Units Through Collective Tensor Factorization in Deep Neural Networks.
CoRR, 2017

Training Group Orthogonal Neural Networks with Privileged Information.
CoRR, 2017

Learning Detection with Diverse Proposals.
CoRR, 2017

Neighborhood Regularized l^1-Graph.
Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

Dual-Agent GANs for Photorealistic and Identity Preserving Profile Face Synthesis.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Predicting Scene Parsing and Motion Dynamics in the Future.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Multimodal Learning and Reasoning for Visual Question Answering.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Dual Path Networks.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Robust Visual Object Tracking with Top-down Reasoning.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Integrated Face Analytics Networks through Cross-Dataset Hybrid Training.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

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

Generative Attention Model with Adversarial Self-learning for Visual Question Answering.
Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

Online compressed robust PCA.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Online Robust Low-Rank Tensor Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Training Group Orthogonal Neural Networks with Privileged Information.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

High Performance Large Scale Face Recognition with Multi-cognition Softmax and Feature Retrieval.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Know You at One Glance: A Compact Vector Representation for Low-Shot Learning.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Recurrent 3D-2D Dual Learning for Large-Pose Facial Landmark Detection.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Neural Person Search Machines.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Regional Interactive Image Segmentation Networks.
Proceedings of the IEEE International Conference on Computer Vision, 2017

FoveaNet: Perspective-Aware Urban Scene Parsing.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Video Scene Parsing with Predictive Feature Learning.
Proceedings of the IEEE International Conference on Computer Vision, 2017

BoxFlow: Unsupervised Face Detector Adaptation from Images to Videos.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Outlier-Robust Tensor PCA.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Self-Supervised Neural Aggregation Networks for Human Parsing.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Memory-Augmented Attribute Manipulation Networks for Interactive Fashion Search.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Deep Joint Rain Detection and Removal from a Single Image.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

3D-Assisted Coarse-to-Fine Extreme-Pose Facial Landmark Detection.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 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

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

Estimation of Affective Level in the Wild with Multiple Memory Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Deep Self-Taught Learning for Weakly Supervised Object Localization.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Learning Detection with Diverse Proposals.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Marginalized CNN: Learning Deep Invariant Representations.
Proceedings of the British Machine Vision Conference 2017, 2017

Cascade Subspace Clustering.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Multi-Path Feedback Recurrent Neural Networks for Scene Parsing.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Dual Low-Rank Pursuit: Learning Salient Features for Saliency Detection.
IEEE Trans. Neural Netw. Learning Syst., 2016

Modality-Dependent Cross-Media Retrieval.
ACM TIST, 2016

Beyond Object Proposals: Random Crop Pooling for Multi-Label Image Recognition.
IEEE Trans. Image Processing, 2016

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

Diversified Visual Attention Networks for Fine-Grained Object Classification.
CoRR, 2016

Robust LSTM-Autoencoders for Face De-Occlusion in the Wild.
CoRR, 2016

Joint Rain Detection and Removal via Iterative Region Dependent Multi-Task Learning.
CoRR, 2016

Deep Edge Guided Recurrent Residual Learning for Image Super-Resolution.
CoRR, 2016

Correlation Alignment for Unsupervised Domain Adaptation.
CoRR, 2016

A Unified Alternating Direction Method of Multipliers by Majorization Minimization.
CoRR, 2016

End-to-End Comparative Attention Networks for Person Re-identification.
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

Training Skinny Deep Neural Networks with Iterative Hard Thresholding Methods.
CoRR, 2016

Video Scene Parsing with Predictive Feature Learning.
CoRR, 2016

Multi-Path Feedback Recurrent Neural Network for Scene Parsing.
CoRR, 2016

Collaborative Layer-wise Discriminative Learning in Deep Neural Networks.
CoRR, 2016

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

A Focused Dynamic Attention Model for Visual Question Answering.
CoRR, 2016

Hyperparameter Transfer Learning through Surrogate Alignment for Efficient Deep Neural Network Training.
CoRR, 2016

Hyperparameter Optimization of Deep Neural Networks Using Non-Probabilistic RBF Surrogate Model.
CoRR, 2016

DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks.
CoRR, 2016

Ensemble Robustness of Deep Learning Algorithms.
CoRR, 2016

Auxiliary Image Regularization for Deep CNNs with Noisy Labels.
Proceedings of the 4th International Conference on Learning Representations, 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

A Live Face Swapper.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Robust Face Recognition with Deep Multi-View Representation Learning.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Deep Subspace Clustering with Sparsity Prior.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Happiness level prediction with sequential inputs via multiple regressions.
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

ℓ ^0 ℓ 0 -Sparse Subspace Clustering.
Proceedings of the Computer Vision - ECCV 2016, 2016

Robust Facial Landmark Detection via Recurrent Attentive-Refinement Networks.
Proceedings of the Computer Vision - ECCV 2016, 2016

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

Collaborative Layer-Wise Discriminative Learning in Deep Neural Networks.
Proceedings of the Computer Vision - ECCV 2016, 2016

Recurrent Face Aging.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Highway Vehicle Counting in Compressed Domain.
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

Natural Language Object Retrieval.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Recurrently Target-Attending Tracking.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Return of Frustratingly Easy Domain Adaptation.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Deep Learning with S-Shaped Rectified Linear Activation Units.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Looking Inside Category: Subcategory-Aware Object Recognition.
IEEE Trans. Circuits Syst. Video Techn., 2015

Collaborative Linear Coding for Robust Image Classification.
International Journal of Computer Vision, 2015

Learning ℓ0-Graph for Data Clustering.
CoRR, 2015

Modality-dependent Cross-media Retrieval.
CoRR, 2015

Sense Beyond Expressions: Cuteness.
CoRR, 2015

Return of Frustratingly Easy Domain Adaptation.
CoRR, 2015

Correlation Adaptive Subspace Segmentation by Trace Lasso.
CoRR, 2015

Reversible Recursive Instance-level Object Segmentation.
CoRR, 2015

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

Deep Recurrent Regression for Facial Landmark Detection.
CoRR, 2015

Deep Learning with S-shaped Rectified Linear Activation Units.
CoRR, 2015

Natural Language Object Retrieval.
CoRR, 2015

Sense Beyond Expressions: Cuteness.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Learning the Structure of Deep Convolutional Networks.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

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

Autogrouped Sparse Representation for Visual Analysis.
IEEE Trans. Image Processing, 2014

Seeing Human Weight from a Single RGB-D Image.
J. Comput. Sci. Technol., 2014

Distributed Robust Learning.
CoRR, 2014

Robust Logistic Regression and Classification.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Robust Subspace Segmentation with Block-Diagonal Prior.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Learning Scalable Discriminative Dictionary with Sample Relatedness.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Image Classification via Object-Aware Holistic Superpixel Selection.
IEEE Trans. Image Processing, 2013

Linear Distance Coding for Image Classification.
IEEE Trans. Image Processing, 2013

Improving Bottom-up Saliency Detection by Looking into Neighbors.
IEEE Trans. Circuits Syst. Video Techn., 2013

Multi-class learning from class proportions.
Neurocomputing, 2013

Online Robust PCA via Stochastic Optimization.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Online PCA for Contaminated Data.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Correlation Adaptive Subspace Segmentation by Trace Lasso.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Subcategory-Aware Object Classification.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Perception Preserving Projections.
Proceedings of the British Machine Vision Conference, 2013

2012
Purposive Hidden-Object-Game: Embedding Human Computation in Popular Game.
IEEE Trans. Multimedia, 2012

Histogram Contextualization.
IEEE Trans. Image Processing, 2012

Towards a universal detector by mining concepts with small semantic gaps.
Expert Syst. Appl., 2012

Robust PCA in High-dimension: A Deterministic Approach
CoRR, 2012

Don't ask me what i'm like, just watch and listen.
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

Robust PCA in High-dimension: A Deterministic Approach.
Proceedings of the 29th International Conference on Machine Learning, 2012

Segmentation over Detection by Coupled Global and Local Sparse Representations.
Proceedings of the Computer Vision - ECCV 2012, 2012

Auto-Grouped Sparse Representation for Visual Analysis.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Purposive hidden-object-game: embedding human computation in popular game.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Purposive hidden-object game (P-HOG) towards imperceptible human computation.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Segment an image by looking into an image corpus.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Geometric ℓp-norm feature pooling for image classification.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Image segmentation with patch-pair density priors.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Towards a universal detector by mining concepts with small semantic gaps.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Auto-generation of professional background music for home-made videos.
Proceedings of the Second International Conference on Internet Multimedia Computing and Service, 2010

Learning to rank tags.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010


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