Structured Learning of Binary Codes with Column Generation

Guosheng Lin, Fayao Liu, Chunhua Shen +2

Efficient Dense Labeling of Human Activity Sequences from Wearables using Fully Convolutional Networks

Rui Yao, Guosheng Lin, Qinfeng Shi +1

Learning Hash Functions Using Column Generation

Xi Li, Guosheng Lin, Chunhua Shen +2

Fast Training of Triplet-based Deep Binary Embedding Networks

Bohan Zhuang, Guosheng Lin, Chunhua Shen +1

Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields

Fayao Liu, Chunhua Shen, Guosheng Lin +1

Learning Multi-level Region Consistency with Dense Multi-label Networks for Semantic Segmentation

Tong Shen, Guosheng Lin, Chunhua Shen +1

Sequential Person Recognition in Photo Albums with a Recurrent Network

Yao Li, Guosheng Lin, Bohan Zhuang +3

M2E-Try On Net: Fashion from Model to Everyone

Zhonghua Wu, Guosheng Lin, Qingyi Tao +1

The paper introduces M2E-Try On Net, a virtual try‑on system that transfers clothing from a model image to a person image without needing clean product photos, using pose alignment…

On Lightweight Privacy-Preserving Collaborative Learning for IoT Objects

Linshan Jiang, Rui Tan, Xin Lou +1

CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning

Chi Zhang, Guosheng Lin, Fayao Liu +2

Structured Learning of Tree Potentials in CRF for Image Segmentation

Fayao Liu, Guosheng Lin, Ruizhi Qiao +1

A Dilated Inception Network for Visual Saliency Prediction

Sheng Yang, Guosheng Lin, Qiuping Jiang +1

Video Object Segmentation and Tracking: A Survey

Rui Yao, Guosheng Lin, Shixiong Xia +2

Keypoint Based Weakly Supervised Human Parsing

Zhonghua Wu, Guosheng Lin, Jianfei Cai

Learning Markov Clustering Networks for Scene Text Detection

Zichuan Liu, Guosheng Lin, Sheng Yang +3

Exploring Context with Deep Structured models for Semantic Segmentation

Guosheng Lin, Chunhua Shen, Anton van den Hengel +1

Fast Training of Effective Multi-class Boosting Using Coordinate Descent Optimization

Guosheng Lin, Chunhua Shen, Anton van den Hengel +1

RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

Guosheng Lin, Anton Milan, Chunhua Shen +1

Fast Supervised Hashing with Decision Trees for High-Dimensional Data

Guosheng Lin, Chunhua Shen, Qinfeng Shi +2

Efficient piecewise training of deep structured models for semantic segmentation

Guosheng Lin, Chunhua Shen, Anton van dan Hengel +1

CRF Learning with CNN Features for Image Segmentation

Fayao Liu, Guosheng Lin, Chunhua Shen

Deeply Learning the Messages in Message Passing Inference

Guosheng Lin, Chunhua Shen, Ian Reid +1

Supervised Hashing Using Graph Cuts and Boosted Decision Trees

Guosheng Lin, Chunhua Shen, Anton van den Hengel

Deep Convolutional Neural Fields for Depth Estimation from a Single Image

Fayao Liu, Chunhua Shen, Guosheng Lin

Weakly Supervised Semantic Segmentation Based on Web Image Co-segmentation

Tong Shen, Guosheng Lin, Lingqiao Liu +2

Correlation Propagation Networks for Scene Text Detection

Zichuan Liu, Guosheng Lin, Wang Ling Goh +3

Crowd Counting via Weighted VLAD on Dense Attribute Feature Maps

Biyun Sheng, Chunhua Shen, Guosheng Lin +3

Discriminative Training of Deep Fully-connected Continuous CRF with Task-specific Loss

Fayao Liu, Guosheng Lin, Chunhua Shen

Optimizing Ranking Measures for Compact Binary Code Learning

Guosheng Lin, Chunhua Shen, Jianxin Wu

Towards Robust Curve Text Detection with Conditional Spatial Expansion

Zichuan Liu, Guosheng Lin, Sheng Yang +3

Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation

Tianyi Zhang, Guosheng Lin, Jianfei Cai +3

A General Two-Step Approach to Learning-Based Hashing

Guosheng Lin, Chunhua Shen, David Suter +1