Keyword [CLEVR-Ref+] [IEP-Ref] [IEP] [Nerual Module Networks]
Liu R , Liu C , Bai Y , et al. CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions[J]. 2019.
(ICCV 2017) Inferring and executing programs for visual reasoning
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In
Paper Note
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Cross-Modality
,
VQA
Keyword [Nerual Module Networks] [IEP]
Johnson J, Hariharan B, van der Maaten L, et al. Inferring and executing programs for visual reasoning[C]//Proceedings of the IEEE International Conference on Computer Vision. 2017: 2989-2998.
(CVPR 2016) Deep Compositional Question Answering with Neural Module Networks
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In
Paper Note
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Cross-Modality
,
VQA
Keyword [Nerual Module Networks]
Andreas J, Rohrbach M, Darrell T, et al. Neural module networks[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 39-48.
(CVPR 2019) Improving Referring Expression Grounding with Cross-modal Attention-guided Erasing
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In
Paper Note
,
Cross-Modality
,
Referring
Keyword [MAttNet]
Liu X, Wang Z, Shao J, et al. Improving Referring Expression Grounding with Cross-modal Attention-guided Erasing[J]. arXiv preprint arXiv:1903.00839, 2019.
(CVPR 2018) MAttNet:Modular Attention Network for Referring Expression Comprehension
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In
Paper Note
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Cross-Modality
,
Referring
Keyword [MAttNet]
Yu L, Lin Z, Shen X, et al. Mattnet: Modular attention network for referring expression comprehension[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2018: 1307-1315.
(CVPR 2018) Low-Shot Learning from Imaginary Data
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In
Paper Note
,
Learning
,
N-Shot
Keyword [Bi-LSTM] [Prototypical Network] [Attention LSTM]
Snell J, Swersky K, Zemel R. Prototypical networks for few-shot learning[C]//Advances in Neural Information Processing Systems. 2017: 4077-4087.
(NIPS 2017) Prototypical Networks for Few-shot Learning
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In
Paper Note
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Learning
,
N-Shot
Keyword [Prototypical Network]
Snell J, Swersky K, Zemel R. Prototypical networks for few-shot learning[C]//Advances in Neural Information Processing Systems. 2017: 4077-4087.
(NIPS 2016) Matching Networks for One Shot Learning
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In
Paper Note
,
Learning
,
N-Shot
Keyword [Bi-LSTM] [Matching Net] [Attention LSTM]
Vinyals O, Blundell C, Lillicrap T, et al. Matching networks for one shot learning[C]//Advances in neural information processing systems. 2016: 3630-3638.
(ICML 2016) Meta-learning with memory-augmented neural networks
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In
Paper Note
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Learning
,
Meta Learning
Keyword [MANN (Memory-Augmented Neural Network)] [Memory] [NTM (Neural Turing Machines)]
Santoro, Adam, Bartunov, Sergey, Botvinick, Matthew, Wierstra, Daan, and Lillicrap, Timothy. Meta-learning with memory-augmented neural networks. In Proceedings of The 33rd International Conference on Machine Learning, pp. 1842–1850, 2016.
(IJCAI 2018) A Multi-task Learning Approach for Image Captioning
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In
Paper Note
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Cross-Modality
,
Caption
Keyword [Multi-task Learning]
Zhao W, Wang B, Ye J, et al. A Multi-task Learning Approach for Image Captioning[C]//IJCAI. 2018: 1205-1211.