Fumin Shen

is this you? claim profile

∙ 0 followers

Professor in School of Computer Science and Engineering, University of Electronic Science and Technology of China.

Temporal Reasoning Graph for Activity Recognition

Despite great success has been achieved in activity analysis, it still h...
08/27/2019 ∙ by Jingran Zhang, et al. ∙ 38 ∙ share

read it
Make a Face: Towards Arbitrary High Fidelity Face Manipulation

Recent studies have shown remarkable success in face manipulation task w...
08/20/2019 ∙ by Shengju Qian, et al. ∙ 24 ∙ share

read it
MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning

MixUp is an effective data augmentation method to regularize deep neural...
08/27/2019 ∙ by Zhijun Mai, et al. ∙ 20 ∙ share

read it
Cooperative Cross-Stream Network for Discriminative Action Representation

Spatial and temporal stream model has gained great success in video acti...
08/27/2019 ∙ by Jingran Zhang, et al. ∙ 17 ∙ share

read it
Extracting Visual Knowledge from the Internet: Making Sense of Image Data

Recent successes in visual recognition can be primarily attributed to fe...
06/07/2019 ∙ by Yazhou Yao, et al. ∙ 5 ∙ share

read it
Auto-Encoding Twin-Bottleneck Hashing

Conventional unsupervised hashing methods usually take advantage of simi...
02/27/2020 ∙ by Yuming Shen, et al. ∙ 1 ∙ share

read it
Joint Hierarchical Category Structure Learning and Large-Scale Image Classification

We investigate the scalable image classification problem with a large nu...
09/15/2017 ∙ by Yanyun Qu, et al. ∙ 0 ∙ share

read it
From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis

Robust object recognition systems usually rely on powerful feature extra...
05/04/2017 ∙ by Yang Long, et al. ∙ 0 ∙ share

read it
Deep Sketch Hashing: Fast Free-hand Sketch-Based Image Retrieval

Free-hand sketch-based image retrieval (SBIR) is a specific cross-view r...
03/16/2017 ∙ by Li Liu, et al. ∙ 0 ∙ share

read it
Robust and Real-time Deep Tracking Via Multi-Scale Domain Adaptation

Visual tracking is a fundamental problem in computer vision. Recently, s...
01/03/2017 ∙ by Xinyu Wang, et al. ∙ 0 ∙ share

read it
Binary Subspace Coding for Query-by-Image Video Retrieval

The query-by-image video retrieval (QBIVR) task has been attracting cons...
12/06/2016 ∙ by Ruicong Xu, et al. ∙ 0 ∙ share

read it
Exploiting Web Images for Dataset Construction: A Domain Robust Approach

Labelled image datasets have played a critical role in high-level image ...
11/22/2016 ∙ by Yazhou Yao, et al. ∙ 0 ∙ share

read it
Zero-Shot Hashing via Transferring Supervised Knowledge

Hashing has shown its efficiency and effectiveness in facilitating large...
06/16/2016 ∙ by Yang Yang, et al. ∙ 0 ∙ share

read it
Learning Binary Codes and Binary Weights for Efficient Classification

This paper proposes a generic formulation that significantly expedites t...
03/14/2016 ∙ by Fumin Shen, et al. ∙ 0 ∙ share

read it
Supervised Discrete Hashing

This paper has been withdrawn by the authour....
03/05/2015 ∙ by Fumin Shen, et al. ∙ 0 ∙ share

read it
Hashing on Nonlinear Manifolds

Learning based hashing methods have attracted considerable attention due...
12/02/2014 ∙ by Fumin Shen, et al. ∙ 0 ∙ share

read it
Face Identification with Second-Order Pooling

Automatic face recognition has received significant performance improvem...
06/26/2014 ∙ by Fumin Shen, et al. ∙ 0 ∙ share

read it
Face Image Classification by Pooling Raw Features

We propose a very simple, efficient yet surprisingly effective feature e...
06/26/2014 ∙ by Fumin Shen, et al. ∙ 0 ∙ share

read it
Generic Image Classification Approaches Excel on Face Recognition

The main finding of this work is that the standard image classification ...
09/22/2013 ∙ by Fumin Shen, et al. ∙ 0 ∙ share

read it
Fast Approximate L_infty Minimization: Speeding Up Robust Regression

Minimization of the L_∞ norm, which can be viewed as approximately solvi...
04/04/2013 ∙ by Fumin Shen, et al. ∙ 0 ∙ share

read it
Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering

Along with the prosperity of recurrent neural network in modelling seque...
12/15/2016 ∙ by Hao Liu, et al. ∙ 0 ∙ share

read it
Bidirectional Long-Short Term Memory for Video Description

Video captioning has been attracting broad research attention in multime...
06/15/2016 ∙ by Yi Bin, et al. ∙ 0 ∙ share

read it
Refining Image Categorization by Exploiting Web Images and General Corpus

Studies show that refining real-world categories into semantic subcatego...
03/16/2017 ∙ by Yazhou Yao, et al. ∙ 0 ∙ share

read it
Neural Stereoscopic Image Style Transfer

Neural style transfer is an emerging technique which is able to endow da...
02/27/2018 ∙ by Xinyu Gong, et al. ∙ 0 ∙ share

read it
Zero-Shot Sketch-Image Hashing

Recent studies show that large-scale sketch-based image retrieval (SBIR)...
03/06/2018 ∙ by Yuming Shen, et al. ∙ 0 ∙ share

read it
Towards Automatic Construction of Diverse, High-quality Image Dataset

The availability of labeled image datasets has been shown critical for h...
08/22/2017 ∙ by Yazhou Yao, et al. ∙ 0 ∙ share

read it
Collaborative Learning for Extremely Low Bit Asymmetric Hashing

Extremely low bit (e.g., 4-bit) hashing is in high demand for retrieval ...
09/25/2018 ∙ by Yadan Luo, et al. ∙ 0 ∙ share

read it
Highly-Economized Multi-View Binary Compression for Scalable Image Clustering

How to economically cluster large-scale multi-view images is a long-stan...
09/17/2018 ∙ by Zheng Zhang, et al. ∙ 0 ∙ share

read it
A Large-scale Varying-view RGB-D Action Dataset for Arbitrary-view Human Action Recognition

Current researches of action recognition mainly focus on single-view and...
04/24/2019 ∙ by Yanli Ji, et al. ∙ 0 ∙ share

read it
Exact Adversarial Attack to Image Captioning via Structured Output Learning with Latent Variables

In this work, we study the robustness of a CNN+RNN based image captionin...
05/10/2019 ∙ by Yan Xu, et al. ∙ 0 ∙ share

read it
Dynamically Visual Disambiguation of Keyword-based Image Search

Due to the high cost of manual annotation, learning directly from the we...
05/27/2019 ∙ by Yazhou Yao, et al. ∙ 0 ∙ share

read it
Fast Large-Scale Discrete Optimization Based on Principal Coordinate Descent

Binary optimization, a representative subclass of discrete optimization,...
09/16/2019 ∙ by Huan Xiong, et al. ∙ 0 ∙ share

read it

Fumin Shen

Featured Co-authors