Hardware-Efficient Guided Image Filtering For Multi-Label Problem

Longquan Dai, Mengke Yuan, Zechao Li +2

Deep Learning Driven Visual Path Prediction from a Single Image

Siyu Huang, Xi Li, Zhongfei Zhang +5

Hierarchical Long Short-Term Concurrent Memory for Human Interaction Recognition

Xiangbo Shu, Jinhui Tang, Guo-Jun Qi +2

Learning Dual Convolutional Neural Networks for Low-Level Vision

Jinshan Pan, Sifei Liu, Deqing Sun +8

Joint Label Prediction based Semi-Supervised Adaptive Concept Factorization for Robust Data Representation

Zhao Zhang, Yan Zhang, Guangcan Liu +3

Personalized Age Progression with Bi-level Aging Dictionary Learning

Xiangbo Shu, Jinhui Tang, Zechao Li +3

Supervised Quantization for Similarity Search

Xiaojuan Wang, Ting Zhang, Guo-Jun Q +2

On the Sample Complexity of Multichannel Frequency Estimation via Convex Optimization

Zai Yang, Jinhui Tang, Yonina C. Eldar +1

Fast Matrix Factorization with Non-Uniform Weights on Missing Data

Xiangnan He, Jinhui Tang, Xiaoyu Du +3

Deep Ordinal Hashing with Spatial Attention

Lu Jin, Xiangbo Shu, Kai Li +3

Social Anchor-Unit Graph Regularized Tensor Completion for Large-Scale Image Retagging

Jinhui Tang, Xiangbo Shu, Zechao Li +2

Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering

Xiaoyu Du, Xiangnan He, Fajie Yuan +3

Convolutional Auto-encoding of Sentence Topics for Image Paragraph Generation

Jing Wang, Yingwei Pan, Ting Yao +2

The paper introduces a convolutional auto‑encoding model to extract topic representations from image regions and combines these topics with a two‑level LSTM architecture to generat…

Label-Specific Training Set Construction from Web Resource for Image Annotation

Jinhui Tang, Shuicheng Yan, Tat-Seng Chua +1

Generalized Nonconvex Nonsmooth Low-Rank Minimization

Canyi Lu, Jinhui Tang, Shuicheng Yan +1

Aligning Linguistic Words and Visual Semantic Units for Image Captioning

Longteng Guo, Jing Liu, Jinhui Tang +3

The paper proposes a method for image captioning that aligns words with visual semantic units—objects, attributes, and object interactions—using semantic and geometry graphs proces…

Adversarial Training Towards Robust Multimedia Recommender System

Jinhui Tang, Xiaoyu Du, Xiangnan He +3

Correntropy Induced L2 Graph for Robust Subspace Clustering

Canyi Lu, Jinhui Tang, Min Lin +3

Outer Product-based Neural Collaborative Filtering

Xiangnan He, Xiaoyu Du, Xiang Wang +3

Personalized Age Progression with Aging Dictionary

Xiangbo Shu, Jinhui Tang, Hanjiang Lai +2

Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification

Yu-Gang Jiang, Zuxuan Wu, Jinhui Tang +3