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20132023
most citedChallenges in Representation Learning: A report on three machine learning contests

103 citations · 142 across the 24 of their papers we have counts for

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Showing 2022Show all

6 papers · 1 filter

cs.CV2022

Towards Unifying Reference Expression Generation and Comprehension

Duo Zheng, Tao Kong, Ya Jing +2

Reference Expression Generation (REG) and Comprehension (REC) are two highly correlated tasks. Modeling REG and REC simultaneously for utilizing the relation between them is a prom…

cs.CV2022

GR-GAN: Gradual Refinement Text-to-image Generation

Bo Yang, Fangxiang Feng, Xiaojie Wang

A good Text-to-Image model should not only generate high quality images, but also ensure the consistency between the text and the generated image. Previous models failed to simulta…

cs.CV2022★ 1 cited

Question-Driven Graph Fusion Network For Visual Question Answering

Yuxi Qian, Yuncong Hu, Ruonan Wang +2

Existing Visual Question Answering (VQA) models have explored various visual relationships between objects in the image to answer complex questions, which inevitably introduces irr…

cs.CL2022★ 1 cited

Co-VQA : Answering by Interactive Sub Question Sequence

Ruonan Wang, Yuxi Qian, Fangxiang Feng +2

Most existing approaches to Visual Question Answering (VQA) answer questions directly, however, people usually decompose a complex question into a sequence of simple sub questions…

cs.CL2022★ 8 cited

A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots

Sai Zhang, Yuwei Hu, Yuchuan Wu +5

A slot value might be provided segment by segment over multiple-turn interactions in a dialog, especially for some important information such as phone numbers and names. It is a co…

cs.CV2022★ 1 cited

Spot the Difference: A Cooperative Object-Referring Game in Non-Perfectly Co-Observable Scene

Duo Zheng, Fandong Meng, Qingyi Si +5

Visual dialog has witnessed great progress after introducing various vision-oriented goals into the conversation, especially such as GuessWhich and GuessWhat, where the only image…