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FiLM: Visual Reasoning with a General Conditioning Layer

22 September 2017

Aaron Courville

Papers citing "FiLM: Visual Reasoning with a General Conditioning Layer"

49 / 1,349 papers shown

Title
VQA with no questions-answers training B. Vatashsky S. Ullman 108 13 0 20 Nov 2018
On transfer learning using a MAC model variant Vincent Marois T. S. Jayram V. Albouy Tomasz Kornuta Younes Bouhadjar A. Ozcan DRL 85 9 0 15 Nov 2018
A Corpus for Reasoning About Natural Language Grounded in Photographs Alane Suhr Stephanie Zhou Ally Zhang Iris Zhang Huajun Bai Yoav Artzi LRM 120 610 0 01 Nov 2018
Neural Music Synthesis for Flexible Timbre Control Jong Wook Kim Rachel M. Bittner Aparna Kumar J. P. Bello 65 39 0 01 Nov 2018
BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning Maxime Chevalier-Boisvert Dzmitry Bahdanau Salem Lahlou Lucas Willems Chitwan Saharia Thien Huu Nguyen Yoshua Bengio ELM 138 241 0 18 Oct 2018
Mode Normalization Lucas Deecke Iain Murray Hakan Bilen OOD 95 35 0 12 Oct 2018
Fast Context Adaptation via Meta-Learning L. Zintgraf K. Shiarlis Vitaly Kurin Katja Hofmann Shimon Whiteson 99 37 0 08 Oct 2018
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding Kexin Yi Jiajun Wu Chuang Gan Antonio Torralba Pushmeet Kohli J. Tenenbaum NAI 121 614 0 04 Oct 2018
On Self Modulation for Generative Adversarial Networks Ting Chen Mario Lucic N. Houlsby Sylvain Gelly GAN 94 105 0 02 Oct 2018
Modulated Variational auto-Encoders for many-to-many musical timbre transfer Adrien Bitton P. Esling Axel Chemla-Romeu-Santos 61 25 0 29 Sep 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 296 5,417 0 28 Sep 2018
The Visual QA Devil in the Details: The Impact of Early Fusion and Batch Norm on CLEVR Mateusz Malinowski Carl Doersch ReLM 65 12 0 11 Sep 2018
How clever is the FiLM model, and how clever can it be? A. Kuhnle Huiyuan Xie Ann A. Copestake 68 6 0 09 Sep 2018
Cascaded Mutual Modulation for Visual Reasoning Yiqun Yao Jiaming Xu Feng Wang Bo Xu LRM 60 14 0 06 Sep 2018
Interpretable Visual Question Answering by Reasoning on Dependency Trees Qingxing Cao Bailin Li Xiaodan Liang Liang Lin 72 56 0 06 Sep 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 108 72 0 14 Aug 2018
Language Guided Fashion Image Manipulation with Feature-wise Transformations M. Günel Erkut Erdem Aykut Erdem 81 24 0 12 Aug 2018
Relational dynamic memory networks Trang Pham T. Tran Svetha Venkatesh GNN 30 3 0 10 Aug 2018
Question-Guided Hybrid Convolution for Visual Question Answering Peng Gao Pan Lu Hongsheng Li Shuang Li Yikang Li Guosheng Lin Xiaogang Wang 152 69 0 08 Aug 2018
Visual Reasoning with Multi-hop Feature Modulation Florian Strub Mathieu Seurin Ethan Perez H. D. Vries Jérémie Mary Philippe Preux Aaron Courville Olivier Pietquin 97 26 0 03 Aug 2018
Learning Visual Question Answering by Bootstrapping Hard Attention Mateusz Malinowski Carl Doersch Adam Santoro Peter W. Battaglia OOD 92 96 0 01 Aug 2018
Competitive Inner-Imaging Squeeze and Excitation for Residual Network Yang Hu Guihua Wen Mingnan Luo Dan Dai Jiajiong Ma Zhiwen Yu 99 46 0 24 Jul 2018
Explainable Neural Computation via Stack Neural Module Networks Ronghang Hu Jacob Andreas Trevor Darrell Kate Saenko LRM OCL 108 199 0 23 Jul 2018
Talk the Walk: Navigating New York City through Grounded Dialogue H. D. Vries Kurt Shuster Dhruv Batra Devi Parikh Jason Weston Douwe Kiela 100 124 0 09 Jul 2018
Uncertainty in Multitask Transfer Learning Alexandre Lacoste Boris N. Oreshkin Wonchang Chung Thomas Boquet Negar Rostamzadeh David M. Krueger BDL UQCV SSL 105 21 0 20 Jun 2018
ReConvNet: Video Object Segmentation with Spatio-Temporal Features Modulation Francesco Lattari Marco Ciccone Matteo Matteucci Jonathan Masci Francesco Visin VOS 39 0 0 14 Jun 2018
FigureNet: A Deep Learning model for Question-Answering on Scientific Plots Revanth Reddy Gangi Reddy Rahul Ramesh Ameet Deshpande Mitesh M. Khapra AIMat OOD GNN 64 22 0 12 Jun 2018
A New Framework for Machine Intelligence: Concepts and Prototype Abel Torres Montoya 47 0 0 06 Jun 2018
Learning to Understand Goal Specifications by Modelling Reward Dzmitry Bahdanau Felix Hill Jan Leike Edward Hughes Seyedarian Hosseini Pushmeet Kohli Edward Grefenstette 184 159 0 05 Jun 2018
Deep Mixture of Experts via Shallow Embedding Xin Wang Feng Yu Lisa Dunlap Yi-An Ma Ruth Wang Azalia Mirhoseini Trevor Darrell Joseph E. Gonzalez MoE 43 1 0 05 Jun 2018
TADAM: Task dependent adaptive metric for improved few-shot learning Boris N. Oreshkin Pau Rodríguez López Alexandre Lacoste 117 1,320 0 23 May 2018
Guided Feature Transformation (GFT): A Neural Language Grounding Module for Embodied Agents Haonan Yu Xiaochen Lian Haichao Zhang Wenyuan Xu LM&Ro 58 21 0 22 May 2018
Learning to Color from Language Varun Manjunatha Mohit Iyyer Jordan L. Boyd-Graber L. Davis VLM 77 53 0 17 Apr 2018
Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform Xintao Wang K. Yu Chao Dong Chen Change Loy SupR 110 989 0 09 Apr 2018
Guide Me: Interacting with Deep Networks Christian Rupprecht Iro Laina Nassir Navab Gregory Hager Federico Tombari HAI 73 38 0 30 Mar 2018
DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer Joseph Suárez Justin Johnson Fei-Fei Li LRM 68 33 0 30 Mar 2018
A Dataset and Architecture for Visual Reasoning with a Working Memory G. R. Yang Igor Ganichev Xiao-Jing Wang Jonathon Shlens David Sussillo 71 55 0 16 Mar 2018
Compositional Attention Networks for Machine Reasoning Drew A. Hudson Christopher D. Manning BDL OOD LRM 205 578 0 08 Mar 2018
Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions Sjoerd van Steenkiste Michael Chang Klaus Greff Jürgen Schmidhuber BDL OCL DRL 211 292 0 28 Feb 2018
Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data Amjad Almahairi Sai Rajeswar Alessandro Sordoni Philip Bachman Aaron Courville GAN 105 424 0 27 Feb 2018
Learning to Count Objects in Natural Images for Visual Question Answering Yan Zhang Jonathon S. Hare Adam Prugel-Bennett OOD 90 208 0 15 Feb 2018
Challenging Images For Minds and Machines Amir Rosenfeld John K. Tsotsos VLM 31 1 0 13 Feb 2018
Rapid Adaptation with Conditionally Shifted Neurons Tsendsuren Munkhdalai Xingdi Yuan Soroush Mehri Adam Trischler 58 13 0 28 Dec 2017
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification Saining Xie Chen Sun Jonathan Huang Zhuowen Tu Kevin Patrick Murphy 3DH 217 1,336 0 13 Dec 2017
Broadcasting Convolutional Network for Visual Relational Reasoning Simyung Chang John Yang Seonguk Park Nojun Kwak 69 19 0 07 Dec 2017
Learning by Asking Questions Ishan Misra Ross B. Girshick Rob Fergus M. Hebert Abhinav Gupta Laurens van der Maaten 79 84 0 04 Dec 2017
Priming Neural Networks Amir Rosenfeld Mahdi Biparva John K. Tsotsos ObjD 69 11 0 16 Nov 2017
Deep learning evaluation using deep linguistic processing A. Kuhnle Ann A. Copestake ELM 59 11 0 05 Jun 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 127 545 0 10 May 2017