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Visual Dialogue task requires an agent to be engaged in a conversation with human about an image.
Neural networks and physical systems with emergent collective computational abilities
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Long short-term memory
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Generative adversarial nets
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Adam: A method for stochastic optimization
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Visual dialog
Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, José M. F. Moura, Devi Parikh, and Dhruv Batra · 2017
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Best of both worlds: Transferring knowledge from discriminative learning to a generative visual dialog model
Jiasen Lu, Anitha Kannan, Jianwei Yang, Devi Parikh, and Dhruv Batra · 2017
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Get to the point: Summarization with pointer-generator networks
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Louis Shao, Stephan Gouws, Denny Britz, Anna Goldie, Brian Strope, and Ray Kurzweil · 2017
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Visual dialog with multi-turn attentional memory network
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Visual coreference resolution in visual dialog using neural module networks
Satwik Kottur, José MF Moura, Devi Parikh, Dhruv Batra, and Marcus Rohrbach · 2018
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Sequicity: Simplifying task-oriented dialogue systems with single sequence-to-sequence architectures
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Qi Wu, Peng Wang, Chunhua Shen, Ian Reid, and Anton van den Hengel · 2018
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Zhe Gan, Yu Cheng, Ahmed Ei Kholy, Linjie Li, and Jianfeng Gao · 2019
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Generating responses with a specific emotion in dialog
Zhenqiao Song, Xiaoqing Zheng, Lu Liu, Mu Xu, and Xuanjing Huang · 2019
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Neural response generation with meta-words
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Making history matter: Gold-critic sequence training for visual dialog
Tianhao Yang, Zheng-Jun Zha, and Hanwang Zhang · 2019
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Generative visual dialogue system via adaptive reasoning and weighted likelihood estimation
Heming Zhang, Shalini Ghosh, Larry Heck, Stephen Walsh, Junting Zhang, Jie Zhang, and C-C Jay Kuo · 2019
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Reasoning visual dialogs with structural and partial observations
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Image-question-answer synergistic network for visual dialog
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Towards empathetic open-domain conversation models: A new benchmark and dataset
Hannah Rashkin, Eric Michael Smith, Margaret Li, and Y-Lan Boureau · 2019
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Factor graph attention
Idan Schwartz, Seunghak Yu, Tamir Hazan, and Alexander G Schwing · 2019
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Zilong Zheng, Wenguan Wang, Siyuan Qi, and Song-Chun Zhu · 2019
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Dmrm: A dual-channel multi-hop reasoning model for visual dialog
Feilong Chen, Fandong Meng, Jiaming Xu, Peng Li, Bo Xu, and Jie Zhou · 2020
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Dualvd: An adaptive dual encoding model for deep visual understanding in visual dialogue
Xiaoze Jiang, Jing Yu, Zengchang Qin, Yingying Zhuang, Xingxing Zhang, Yue Hu, and Qi Wu · 2020
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Two causal principles for improving visual dialog
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