Search Results for author: Xinpeng Chen

Found 6 papers, 1 papers with code

Real-Time Referring Expression Comprehension by Single-Stage Grounding Network

no code implementations9 Dec 2018 Xinpeng Chen, Lin Ma, Jingyuan Chen, Zequn Jie, Wei Liu, Jiebo Luo

Experiments on RefCOCO, RefCOCO+, and RefCOCOg datasets demonstrate that our proposed SSG without relying on any region proposals can achieve comparable performance with other advanced models.

Attribute Referring Expression +1

Temporally Grounding Natural Sentence in Video

no code implementations EMNLP 2018 Jingyuan Chen, Xinpeng Chen, Lin Ma, Zequn Jie, Tat-Seng Chua

We introduce an effective and efficient method that grounds (i. e., localizes) natural sentences in long, untrimmed video sequences.

Sentence Video Captioning

Learning to Guide Decoding for Image Captioning

no code implementations3 Apr 2018 Wenhao Jiang, Lin Ma, Xinpeng Chen, Hanwang Zhang, Wei Liu

Recently, much advance has been made in image captioning, and an encoder-decoder framework has achieved outstanding performance for this task.

Attribute Image Captioning

Regularizing RNNs for Caption Generation by Reconstructing The Past with The Present

1 code implementation CVPR 2018 Xinpeng Chen, Lin Ma, Wenhao Jiang, Jian Yao, Wei Liu

Recently, caption generation with an encoder-decoder framework has been extensively studied and applied in different domains, such as image captioning, code captioning, and so on.

Caption Generation Image Captioning

Aggregating Frame-level Features for Large-Scale Video Classification

no code implementations4 Jul 2017 Shaoxiang Chen, Xi Wang, Yongyi Tang, Xinpeng Chen, Zuxuan Wu, Yu-Gang Jiang

This paper introduces the system we developed for the Google Cloud & YouTube-8M Video Understanding Challenge, which can be considered as a multi-label classification problem defined on top of the large scale YouTube-8M Dataset.

Classification General Classification +3

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