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Transfer Learning in Visual and Relational Reasoning

27 November 2019

Tomasz Kornuta

Papers citing "Transfer Learning in Visual and Relational Reasoning"

42 / 42 papers shown

Title
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods Aditya Mogadala M. Kalimuthu Dietrich Klakow VLM 110 135 0 22 Jul 2019
Learning by Abstraction: The Neural State Machine Drew A. Hudson Christopher D. Manning NAI OCL 80 260 0 09 Jul 2019
Leveraging Medical Visual Question Answering with Supporting Facts Tomasz Kornuta Deepta Rajan Chaitanya P. Shivade Alexis Asseman A. Ozcan 46 16 0 28 May 2019
On transfer learning using a MAC model variant Vincent Marois T. S. Jayram V. Albouy Tomasz Kornuta Younes Bouhadjar A. Ozcan DRL 44 9 0 15 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Learning to Remember, Forget and Ignore using Attention Control in Memory T. S. Jayram Younes Bouhadjar Ryan L. McAvoy Tomasz Kornuta Alexis Asseman K. Rocki A. Ozcan CLL 21 5 0 28 Sep 2018
Do Better ImageNet Models Transfer Better? Simon Kornblith Jonathon Shlens Quoc V. Le OOD MLT 170 1,329 0 23 May 2018
Taskonomy: Disentangling Task Transfer Learning Amir Zamir Alexander Sax Bokui (William) Shen Leonidas Guibas Jitendra Malik Silvio Savarese 126 1,221 0 23 Apr 2018
A Dataset and Architecture for Visual Reasoning with a Working Memory G. R. Yang Igor Ganichev Xiao-Jing Wang Jonathon Shlens David Sussillo 61 54 0 16 Mar 2018
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning David Mascharka Philip Tran Ryan Soklaski Arjun Majumdar 116 207 0 14 Mar 2018
Compositional Attention Networks for Machine Reasoning Drew A. Hudson Christopher D. Manning BDL OOD LRM 193 577 0 08 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 233 11,566 0 15 Feb 2018
Object-based reasoning in VQA Mikyas T. Desta Larry Chen Tomasz Kornuta 61 33 0 29 Jan 2018
TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation V. Iglovikov Alexey A. Shvets SSeg 42 613 0 17 Jan 2018
Dynamic Graph Generation Network: Generating Relational Knowledge from Diagrams Daesik Kim Y. Yoo Jeesoo Kim Sangkuk Lee Nojun Kwak 49 25 0 27 Nov 2017
FiLM: Visual Reasoning with a General Conditioning Layer Ethan Perez Florian Strub H. D. Vries Vincent Dumoulin Aaron Courville FAtt AIMat OffRL AI4CE 366 2,233 0 22 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 786 132,363 0 12 Jun 2017
A simple neural network module for relational reasoning Adam Santoro David Raposo David Barrett Mateusz Malinowski Razvan Pascanu Peter W. Battaglia Timothy Lillicrap GNN NAI 189 1,615 0 05 Jun 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 272 3,135 0 19 May 2017
Inferring and Executing Programs for Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Judy Hoffman Li Fei-Fei C. L. Zitnick Ross B. Girshick NAI 89 545 0 10 May 2017
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 313 2,387 0 20 Dec 2016
MarioQA: Answering Questions by Watching Gameplay Videos Jonghwan Mun Paul Hongsuck Seo Ilchae Jung Bohyung Han 93 110 0 06 Dec 2016
Visual Dialog Abhishek Das Satwik Kottur Khushi Gupta Avi Singh Deshraj Yadav José M. F. Moura Devi Parikh Dhruv Batra 155 1,002 0 26 Nov 2016
End-to-end Concept Word Detection for Video Captioning, Retrieval, and Question Answering Youngjae Yu Hyungjin Ko Jongwook Choi Gunhee Kim 126 231 0 10 Oct 2016
Graph-Structured Representations for Visual Question Answering Damien Teney Lingqiao Liu Anton Van Den Hengel GNN NAI 102 420 0 19 Sep 2016
What makes ImageNet good for transfer learning? Minyoung Huh Pulkit Agrawal Alexei A. Efros OOD SSeg VLM SSL 105 676 0 30 Aug 2016
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 310 1,466 0 06 Jun 2016
A Focused Dynamic Attention Model for Visual Question Answering Ilija Ilievski Shuicheng Yan Jiashi Feng 72 122 0 06 Apr 2016
Dynamic Memory Networks for Visual and Textual Question Answering Caiming Xiong Stephen Merity R. Socher 77 756 0 04 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Simple Baseline for Visual Question Answering Bolei Zhou Yuandong Tian Sainbayar Sukhbaatar Arthur Szlam Rob Fergus FAtt 82 323 0 07 Dec 2015
ABC-CNN: An Attention Based Convolutional Neural Network for Visual Question Answering Kan Chen Jiang Wang Liang-Chieh Chen Haoyuan Gao Wenyuan Xu Ram Nevatia 73 288 0 18 Nov 2015
Stacked Attention Networks for Image Question Answering Zichao Yang Xiaodong He Jianfeng Gao Li Deng Alex Smola BDL 114 1,884 0 07 Nov 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 718 37,020 0 08 Jun 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 226 5,503 0 03 May 2015
Neural Turing Machines Alex Graves Greg Wayne Ivo Danihelka 108 2,331 0 20 Oct 2014
Memory Networks Jason Weston S. Chopra Antoine Bordes GNN KELM 147 1,709 0 15 Oct 2014
A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input Mateusz Malinowski Mario Fritz 220 698 0 01 Oct 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,327 0 01 Sep 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 402 33,560 0 16 Oct 2013
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 230 8,526 0 22 Mar 2013