Publications (53)
Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks
Yu-Gang Jiang, Zuxuan Wu, Jun Wang +2
CamSwarm: Instantaneous Smartphone Camera Arrays for Collaborative Photography
Yan Wang, Jue Wang, Shih-Fu Chang
ConvNet Architecture Search for Spatiotemporal Feature Learning
Du Tran, Jamie Ray, Zheng Shou +2
Model-Driven Feed-Forward Prediction for Manipulation of Deformable Objects
Yinxiao Li, Yan Wang, Yonghao Yue +5
Multi-granularity Generator for Temporal Action Proposal
Yuan Liu, Lin Ma, Yifeng Zhang +2
PatternNet: Visual Pattern Mining with Deep Neural Network
Hongzhi Li, Joseph G. Ellis, Lei Zhang +1
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature
Mang Ye, Xu Zhang, Pong C. Yuen +1
PanoSwarm: Collaborative and Synchronized Multi-Device Panoramic Photography
Yan Wang, Sunghyun Cho, Jue Wang +1
On Learning from Label Proportions
Felix X. Yu, Krzysztof Choromanski, Sanjiv Kumar +2
DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural Networks
Tao Chen, Damian Borth, Trevor Darrell +1
Multimodal Social Media Analysis for Gang Violence Prevention
Philipp Blandfort, Desmond Patton, William R. Frey +9
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks
Long Chen, Hanwang Zhang, Jun Xiao +2
Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks
Hang Gao, Zheng Shou, Alireza Zareian +2
Going Deeper for Multilingual Visual Sentiment Detection
Brendan Jou, Shih-Fu Chang
$\propto$SVM for learning with label proportions
Felix X. Yu, Dong Liu, Sanjiv Kumar +2
Deep Cross Residual Learning for Multitask Visual Recognition
Brendan Jou, Shih-Fu Chang
Building A Large Concept Bank for Representing Events in Video
Yin Cui, Dong Liu, Jiawei Chen +1
On the Difficulty of Nearest Neighbor Search
Junfeng He, Sanjiv Kumar, Shih-Fu Chang
Compact Hyperplane Hashing with Bilinear Functions
Wei Liu, Jun Wang, Yadong Mu +2
Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions
Yulei Niu, Hanwang Zhang, Zhiwu Lu +1
Visual Affect Around the World: A Large-scale Multilingual Visual Sentiment Ontology
Brendan Jou, Tao Chen, Nikolaos Pappas +3
On Binary Embedding using Circulant Matrices
Felix X. Yu, Aditya Bhaskara, Sanjiv Kumar +2
AutoLoc: Weakly-supervised Temporal Action Localization
Zheng Shou, Hang Gao, Lei Zhang +2
EventNet Version 1.1 Technical Report
Dongang Wang, Zheng Shou, Hongyi Liu +1
Grounding Referring Expressions in Images by Variational Context
Hanwang Zhang, Yulei Niu, Shih-Fu Chang
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition
Zheng Shou, Xudong Lin, Yannis Kalantidis +4
Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation
Yulei Niu, Zhiwu Lu, Ji-Rong Wen +2
Localizing Actions from Video Labels and Pseudo-Annotations
Pascal Mettes, Cees G. M. Snoek, Shih-Fu Chang
Multilingual Visual Sentiment Concept Matching
Nikolaos Pappas, Miriam Redi, Mercan Topkara +4
Deep Image Set Hashing
Jie Feng, Svebor Karaman, I-Hong Jhuo +1
Visual Translation Embedding Network for Visual Relation Detection
Hanwang Zhang, Zawlin Kyaw, Shih-Fu Chang +1
Event Specific Multimodal Pattern Mining with Image-Caption Pairs
Hongzhi Li, Joseph G. Ellis, Shih-Fu Chang
Learning Spread-out Local Feature Descriptors
Xu Zhang, Felix X. Yu, Sanjiv Kumar +1
Learning to Hash for Indexing Big Data - A Survey
Jun Wang, Wei Liu, Sanjiv Kumar +1
Heated-Up Softmax Embedding
Xu Zhang, Felix Xinnan Yu, Svebor Karaman +2
Columbia MVSO Image Sentiment Dataset
Vaidehi Dalmia, Hongyi Liu, Shih-Fu Chang
Compact Nonlinear Maps and Circulant Extensions
Felix X. Yu, Sanjiv Kumar, Henry Rowley +1
Entity-aware Image Caption Generation
Di Lu, Spencer Whitehead, Lifu Huang +2
Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs
Zheng Shou, Dongang Wang, Shih-Fu Chang
More cat than cute? Interpretable Prediction of Adjective-Noun Pairs
Delia Fernandez, Alejandro Woodward, Victor Campos +3
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos
Zheng Shou, Jonathan Chan, Alireza Zareian +2
Circulant Binary Embedding
Felix X. Yu, Sanjiv Kumar, Yunchao Gong +1
Generic Instance Search and Re-identification from One Example via Attributes and Categories
Ran Tao, Arnold W. M. Smeulders, Shih-Fu Chang
Multi-level Multimodal Common Semantic Space for Image-Phrase Grounding
Hassan Akbari, Svebor Karaman, Surabhi Bhargava +3
Deep Transfer Network: Unsupervised Domain Adaptation
Xu Zhang, Felix Xinnan Yu, Shih-Fu Chang +1
An exploration of parameter redundancy in deep networks with circulant projections
Yu Cheng, Felix X. Yu, Rogerio S. Feris +3
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks
Victor Campos, Brendan Jou, Xavier Giro-i-Nieto +2
PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN
Hanwang Zhang, Zawlin Kyaw, Jinyang Yu +1
Distributed Low-rank Subspace Segmentation
Ameet Talwalkar, Lester Mackey, Yadong Mu +2
Online Detection of Action Start in Untrimmed, Streaming Videos
Zheng Shou, Junting Pan, Jonathan Chan +5
Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification
Yu-Gang Jiang, Zuxuan Wu, Jinhui Tang +3
EventNet: A Large Scale Structured Concept Library for Complex Event Detection in Video
Guangnan Ye, Yitong Li, Hongliang Xu +2
Unsupervised Rank-Preserving Hashing for Large-Scale Image Retrieval
Svebor Karaman, Xudong Lin, Xuefeng Hu +1