b'Zhou Zhao'

Future-Aware Diverse Trends Framework for Recommendation

In recommender systems, modeling user-item behaviors is essential for us...
11/01/2020 ∙ by Yujie Lu, et al. ∙ 0 ∙ share

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MGD-GAN: Text-to-Pedestrian generation through Multi-Grained Discrimination

In this paper, we investigate the problem of text-to-pedestrian synthesi...
10/02/2020 ∙ by Shengyu Zhang, et al. ∙ 0 ∙ share

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Regularized Two-Branch Proposal Networks for Weakly-Supervised Moment Retrieval in Videos

Video moment retrieval aims to localize the target moment in an video ac...
08/19/2020 ∙ by Zhu Zhang, et al. ∙ 0 ∙ share

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PopMAG: Pop Music Accompaniment Generation

In pop music, accompaniments are usually played by multiple instruments ...
08/18/2020 ∙ by Yi Ren, et al. ∙ 0 ∙ share

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Object-Aware Multi-Branch Relation Networks for Spatio-Temporal Video Grounding

Spatio-temporal video grounding aims to retrieve the spatio-temporal tub...
08/16/2020 ∙ by Zhu Zhang, et al. ∙ 0 ∙ share

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DeVLBert: Learning Deconfounded Visio-Linguistic Representations

In this paper, we propose to investigate the problem of out-of-domain vi...
08/16/2020 ∙ by Shengyu Zhang, et al. ∙ 0 ∙ share

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Poet: Product-oriented Video Captioner for E-commerce

In e-commerce, a growing number of user-generated videos are used for pr...
08/16/2020 ∙ by Shengyu Zhang, et al. ∙ 0 ∙ share

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FastLR: Non-Autoregressive Lipreading Model with Integrate-and-Fire

Lipreading is an impressive technique and there has been a definite impr...
08/06/2020 ∙ by Jinglin Liu, et al. ∙ 7 ∙ share

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Task-Level Curriculum Learning for Non-Autoregressive Neural Machine Translation

Non-autoregressive translation (NAT) achieves faster inference speed but...
07/17/2020 ∙ by Jinglin Liu, et al. ∙ 0 ∙ share

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DeepSinger: Singing Voice Synthesis with Data Mined From the Web

In this paper, we develop DeepSinger, a multi-lingual multi-singer singi...
07/09/2020 ∙ by Yi Ren, et al. ∙ 0 ∙ share

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Comprehensive Information Integration Modeling Framework for Video Titling

In e-commerce, consumer-generated videos, which in general deliver consu...
06/24/2020 ∙ by Shengyu Zhang, et al. ∙ 0 ∙ share

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FastSpeech 2: Fast and High-Quality End-to-End Text to Speech

Advanced text to speech (TTS) models such as FastSpeech can synthesize s...
06/08/2020 ∙ by Yi Ren, et al. ∙ 0 ∙ share

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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Zhou Zhao

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