FiLM: Visual Reasoning with a General Conditioning Layer

22 September 2017

Aaron Courville

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

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Title
Toward Multimodal Model-Agnostic Meta-Learning Risto Vuorio Shao-Hua Sun Hexiang Hu Joseph J. Lim 55 31 0 18 Dec 2018
Composing Text and Image for Image Retrieval - An Empirical Odyssey Nam S. Vo Lu Jiang Chen Sun Kevin Patrick Murphy Li-Jia Li Li Fei-Fei James Hays CoGe 24 357 0 18 Dec 2018
From FiLM to Video: Multi-turn Question Answering with Multi-modal Context T. Nguyen Shikhar Sharma Hannes Schulz Layla El Asri 15 33 0 17 Dec 2018
Gold Seeker: Information Gain from Policy Distributions for Goal-oriented Vision-and-Langauge Reasoning Ehsan Abbasnejad Iman Abbasnejad Qi Wu Javen Qinfeng Shi Anton Van Den Hengel OffRL 30 5 0 16 Dec 2018
Spatial Knowledge Distillation to aid Visual Reasoning Somak Aditya Rudra Saha Yezhou Yang Chitta Baral 26 14 0 10 Dec 2018
Meta-Transfer Learning for Few-Shot Learning Qianru Sun Yaoyao Liu Tat-Seng Chua Bernt Schiele 75 1,059 0 06 Dec 2018
Explainable and Explicit Visual Reasoning over Scene Graphs Jiaxin Shi Hanwang Zhang Juan-Zi Li OCL 169 230 0 05 Dec 2018
Cross-Modulation Networks for Few-Shot Learning Hugo Prol Vincent Dumoulin Luis Herranz 33 15 0 01 Dec 2018
CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning Jerome Abdelnour G. Salvi Jean Rouat 6 14 0 26 Nov 2018
Deep Network Interpolation for Continuous Imagery Effect Transition Xintao Wang K. Yu Chao Dong Xiaoou Tang Chen Change Loy SupR 19 104 0 26 Nov 2018
Spatially Controllable Image Synthesis with Internal Representation Collaging Ryohei Suzuki Masanori Koyama Takeru Miyato Taizan Yonetsuji Huachun Zhu 16 41 0 26 Nov 2018
Efficient Video Understanding via Layered Multi Frame-Rate Analysis Ziyao Tang Y. Lu T. Javidi 22 0 0 24 Nov 2018
Adjustable Real-time Style Transfer Mohammad Babaeizadeh Golnaz Ghiasi OOD 23 21 0 21 Nov 2018
VQA with no questions-answers training B. Vatashsky S. Ullman 41 12 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 18 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 30 589 0 01 Nov 2018
Neural Music Synthesis for Flexible Timbre Control Jong Wook Kim Rachel M. Bittner Aparna Kumar J. P. Bello 22 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 33 232 0 18 Oct 2018
Mode Normalization Lucas Deecke Iain Murray Hakan Bilen OOD 29 33 0 12 Oct 2018
Fast Context Adaptation via Meta-Learning L. Zintgraf K. Shiarlis Vitaly Kurin Katja Hofmann Shimon Whiteson 18 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 37 596 0 04 Oct 2018
On Self Modulation for Generative Adversarial Networks Ting Chen Mario Lucic N. Houlsby Sylvain Gelly GAN 21 104 0 02 Oct 2018
Modulated Variational auto-Encoders for many-to-many musical timbre transfer Adrien Bitton P. Esling Axel Chemla-Romeu-Santos 20 25 0 29 Sep 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 54 5,322 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 11 12 0 11 Sep 2018
How clever is the FiLM model, and how clever can it be? A. Kuhnle Huiyuan Xie Ann A. Copestake 22 6 0 09 Sep 2018
Cascaded Mutual Modulation for Visual Reasoning Yiqun Yao Jiaming Xu Feng Wang Bo Xu LRM 15 14 0 06 Sep 2018
Interpretable Visual Question Answering by Reasoning on Dependency Trees Qingxing Cao Bailin Li Xiaodan Liang Liang Lin 33 55 0 06 Sep 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 29 71 0 14 Aug 2018
Language Guided Fashion Image Manipulation with Feature-wise Transformations M. Günel Erkut Erdem Aykut Erdem 23 24 0 12 Aug 2018
Relational dynamic memory networks Trang Pham T. Tran Svetha Venkatesh GNN 21 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 26 68 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 20 26 0 03 Aug 2018
Learning Visual Question Answering by Bootstrapping Hard Attention Mateusz Malinowski Carl Doersch Adam Santoro Peter W. Battaglia OOD 21 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 37 46 0 24 Jul 2018
Explainable Neural Computation via Stack Neural Module Networks Ronghang Hu Jacob Andreas Trevor Darrell Kate Saenko LRM OCL 22 197 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 19 124 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 24 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 28 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 35 22 0 12 Jun 2018
A New Framework for Machine Intelligence: Concepts and Prototype Abel Torres Montoya 27 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 24 157 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 19 1 0 05 Jun 2018
TADAM: Task dependent adaptive metric for improved few-shot learning Boris N. Oreshkin Pau Rodríguez López Alexandre Lacoste 36 1,303 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 24 21 0 22 May 2018
Learning to Color from Language Varun Manjunatha Mohit Iyyer Jordan L. Boyd-Graber L. Davis VLM 19 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 23 968 0 09 Apr 2018
Guide Me: Interacting with Deep Networks Christian Rupprecht Iro Laina Nassir Navab Gregory Hager Federico Tombari HAI 35 38 0 30 Mar 2018
DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer Joseph Suárez Justin Johnson Fei-Fei Li LRM 14 32 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 14 54 0 16 Mar 2018