Zhou Zhao

A Better Way to Attend: Attention with Trees for Video Question Answering

We propose a new attention model for video question answering. The main ...
09/05/2019 ∙ by Hongyang Xue, et al. ∙ 20 ∙ share

read it
Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval

Product Quantization (PQ) has long been a mainstream for generating an e...
06/16/2019 ∙ by Lianli Gao, et al. ∙ 13 ∙ share

read it
Grounded and Controllable Image Completion by Incorporating Lexical Semantics

In this paper, we present an approach, namely Lexical Semantic Image Com...
02/29/2020 ∙ by Shengyu Zhang, et al. ∙ 10 ∙ share

read it
Open-Ended Long-Form Video Question Answering via Hierarchical Convolutional Self-Attention Networks

Open-ended video question answering aims to automatically generate the n...
06/28/2019 ∙ by Zhu Zhang, et al. ∙ 1 ∙ share

read it
Localizing Unseen Activities in Video via Image Query

Action localization in untrimmed videos is an important topic in the fie...
06/28/2019 ∙ by Zhu Zhang, et al. ∙ 1 ∙ share

read it
Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation

In this paper, we consider the problem of machine reading task when the ...
11/01/2017 ∙ by Boyuan Pan, et al. ∙ 0 ∙ share

read it
MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension

Machine comprehension(MC) style question answering is a representative p...
07/28/2017 ∙ by Boyuan Pan, et al. ∙ 0 ∙ share

read it
Video Question Answering via Attribute-Augmented Attention Network Learning

Video Question Answering is a challenging problem in visual information ...
07/20/2017 ∙ by Yunan Ye, et al. ∙ 0 ∙ share

read it
The Forgettable-Watcher Model for Video Question Answering

A number of visual question answering approaches have been proposed rece...
05/03/2017 ∙ by Hongyang Xue, et al. ∙ 0 ∙ share

read it
Question Retrieval for Community-based Question Answering via Heterogeneous Network Integration Learning

Community based question answering platforms have attracted substantial ...
11/24/2016 ∙ by Zheqian Chen, et al. ∙ 0 ∙ share

read it
User Personalized Satisfaction Prediction via Multiple Instance Deep Learning

Community based question answering services have arisen as a popular kno...
11/24/2016 ∙ by Zheqian Chen, et al. ∙ 0 ∙ share

read it
Leveraging Long and Short-term Information in Content-aware Movie Recommendation

Movie recommendation systems provide users with ranked lists of movies b...
12/25/2017 ∙ by Wei Zhao, et al. ∙ 0 ∙ share

read it
Dialogue Act Recognition via CRF-Attentive Structured Network

Dialogue Act Recognition (DAR) is a challenging problem in dialogue inte...
11/15/2017 ∙ by Zheqian Chen, et al. ∙ 0 ∙ share

read it
Smarnet: Teaching Machines to Read and Comprehend Like Human

Machine Comprehension (MC) is a challenging task in Natural Language Pro...
10/08/2017 ∙ by Zheqian Chen, et al. ∙ 0 ∙ share

read it
Investigating Capsule Networks with Dynamic Routing for Text Classification

In this study, we explore capsule networks with dynamic routing for text...
03/29/2018 ∙ by Wei Zhao, et al. ∙ 0 ∙ share

read it
Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding

Visual grounding aims to localize an object in an image referred to by a...
05/09/2018 ∙ by Zhou Yu, et al. ∙ 0 ∙ share

read it
Dial2Desc: End-to-end Dialogue Description Generation

We first propose a new task named Dialogue Description (Dial2Desc). Unli...
11/01/2018 ∙ by Haojie Pan, et al. ∙ 0 ∙ share

read it
Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training

Dialogue Act (DA) classification is a challenging problem in dialogue in...
11/12/2018 ∙ by Yao Wan, et al. ∙ 0 ∙ share

read it
Multilingual Neural Machine Translation with Knowledge Distillation

Multilingual machine translation, which translates multiple languages wi...
02/27/2019 ∙ by Xu Tan, et al. ∙ 0 ∙ share

read it
Improving Automatic Source Code Summarization via Deep Reinforcement Learning

Code summarization provides a high level natural language description of...
11/17/2018 ∙ by Yao Wan, et al. ∙ 0 ∙ share

read it
Almost Unsupervised Text to Speech and Automatic Speech Recognition

Text to speech (TTS) and automatic speech recognition (ASR) are two dual...
05/13/2019 ∙ by Yi Ren, et al. ∙ 0 ∙ share

read it
FastSpeech: Fast, Robust and Controllable Text to Speech

Neural network based end-to-end text to speech (TTS) has significantly i...
05/22/2019 ∙ by Yi Ren, et al. ∙ 0 ∙ share

read it
ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering

Recent developments in modeling language and vision have been successful...
06/06/2019 ∙ by Zhou Yu, et al. ∙ 0 ∙ share

read it
Textually Guided Ranking Network for Attentional Image Retweet Modeling

Retweet prediction is a challenging problem in social media sites (SMS)....
10/24/2018 ∙ by Zhou Zhao, et al. ∙ 0 ∙ share

read it
Weak Supervision Enhanced Generative Network for Question Generation

Automatic question generation according to an answer within the given pa...
07/01/2019 ∙ by Yutong Wang, et al. ∙ 0 ∙ share

read it
Cross-Modal Interaction Networks for Query-Based Moment Retrieval in Videos

Query-based moment retrieval aims to localize the most relevant moment i...
06/06/2019 ∙ by Zhu Zhang, et al. ∙ 0 ∙ share

read it
MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models

Machine Comprehension (MC) is one of the core problems in natural langua...
07/23/2019 ∙ by Boyuan Pan, et al. ∙ 0 ∙ share

read it
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference

Natural Language Inference (NLI), also known as Recognizing Textual Enta...
07/23/2019 ∙ by Boyuan Pan, et al. ∙ 0 ∙ share

read it
Weakly-Supervised Video Moment Retrieval via Semantic Completion Network

Video moment retrieval is to search the moment that is most relevant to ...
11/19/2019 ∙ by Zhijie Lin, et al. ∙ 0 ∙ share

read it
Where Does It Exist: Spatio-Temporal Video Grounding for Multi-Form Sentences

In this paper, we consider a novel task, Spatio-Temporal Video Grounding...
01/19/2020 ∙ by Zhu Zhang, et al. ∙ 0 ∙ share

read it
Convolutional Hierarchical Attention Network for Query-Focused Video Summarization

Previous approaches for video summarization mainly concentrate on findin...
01/31/2020 ∙ by Shuwen Xiao, et al. ∙ 0 ∙ share

read it
Bi-Decoder Augmented Network for Neural Machine Translation

Neural Machine Translation (NMT) has become a popular technology in rece...
01/14/2020 ∙ by Boyuan Pan, et al. ∙ 0 ∙ share

read it
Personalized Hashtag Recommendation for Micro-videos

Personalized hashtag recommendation methods aim to suggest users hashtag...
08/27/2019 ∙ by Yinwei Wei, et al. ∙ 0 ∙ share

read it
Multi-Modal Attention Network Learning for Semantic Source Code Retrieval

Code retrieval techniques and tools have been playing a key role in faci...
09/30/2019 ∙ by Yao Wan, et al. ∙ 0 ∙ share

read it
A Generic Network Compression Framework for Sequential Recommender Systems

Sequential recommender systems (SRS) have become the key technology in c...
04/21/2020 ∙ by Yang Sun, et al. ∙ 0 ∙ share

read it
A Study of Non-autoregressive Model for Sequence Generation

Non-autoregressive (NAR) models generate all the tokens of a sequence in...
04/22/2020 ∙ by Yi Ren, et al. ∙ 0 ∙ share

read it

Zhou Zhao

Featured Co-authors