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
Ensemble Model Patching: A Parameter-Efficient Variational Bayesian Neural Network Oscar Chang Yuling Yao David Williams-King Hod Lipson BDL UQCV 19 8 0 23 May 2019
TapNet: Neural Network Augmented with Task-Adaptive Projection for Few-Shot Learning Sung Whan Yoon Jun Seo Jaekyun Moon 17 272 0 16 May 2019
Task-Driven Modular Networks for Zero-Shot Compositional Learning Senthil Purushwalkam Maximilian Nickel Abhinav Gupta MarcÁurelio Ranzato 17 169 0 15 May 2019
Hierarchically Structured Meta-learning Huaxiu Yao Ying Wei Junzhou Huang Z. Li 22 203 0 13 May 2019
Language-Conditioned Graph Networks for Relational Reasoning Ronghang Hu Anna Rohrbach Trevor Darrell Kate Saenko 17 171 0 10 May 2019
Learning from Implicit Information in Natural Language Instructions for Robotic Manipulations Ozan Arkan Can Pedro Zuidberg Dos Martires A. Persson Julian Gaal Amy Loutfi Luc de Raedt Deniz Yuret A. Saffiotti LM&Ro 13 4 0 30 Apr 2019
The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision Jiayuan Mao Chuang Gan Pushmeet Kohli J. Tenenbaum Jiajun Wu NAI 6 684 0 26 Apr 2019
Inner-Imaging Networks: Put Lenses into Convolutional Structure Yang Hu Guihua Wen Mingnan Luo Dan Dai Wenming Cao Zhiwen Yu Wendy Hall 12 2 0 22 Apr 2019
Compositional generalization in a deep seq2seq model by separating syntax and semantics Jacob Russin Jason Jo R. C. O'Reilly Yoshua Bengio 17 102 0 22 Apr 2019
Attentive Single-Tasking of Multiple Tasks Kevis-Kokitsi Maninis Ilija Radosavovic Iasonas Kokkinos 64 243 0 18 Apr 2019
Question Guided Modular Routing Networks for Visual Question Answering Yanze Wu Qiang Sun Jianqi Ma Bin Li Yanwei Fu Yao Peng Xiangyang Xue 15 1 0 17 Apr 2019
Assisted Sound Sample Generation with Musical Conditioning in Adversarial Auto-Encoders Adrien Bitton P. Esling Antoine Caillon Martin Fouilleul 20 10 0 12 Apr 2019
The Sound of Motions Hang Zhao Chuang Gan Wei-Chiu Ma Antonio Torralba 15 250 0 11 Apr 2019
TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning Xin Wang F. I. F. Richard Yu Ruth Wang Trevor Darrell Joseph E. Gonzalez 21 104 0 11 Apr 2019
Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical Study Jorge A. Balazs Y. Matsuo AI4CE NAI 11 3 0 11 Apr 2019
3D LiDAR and Stereo Fusion using Stereo Matching Network with Conditional Cost Volume Normalization Tsun-Hsuan Wang Hou-Ning Hu Chieh Hubert Lin Yi-Hsuan Tsai Wei-Chen Chiu Min Sun 3DV 13 36 0 05 Apr 2019
Neural Models of the Psychosemantics of `Most' Lewis O'Sullivan Shane Steinert-Threlkeld 6 1 0 04 Apr 2019
A Learned Representation for Scalable Vector Graphics Raphael Gontijo-Lopes David R Ha Douglas Eck Jonathon Shlens GAN OCL 17 113 0 04 Apr 2019
Stacked Semantic-Guided Network for Zero-Shot Sketch-Based Image Retrieval Hao Wang Cheng Deng Xinxu Xu W. Liu Xinbo Gao Dacheng Tao 6 2 0 03 Apr 2019
C2AE: Class Conditioned Auto-Encoder for Open-set Recognition Poojan Oza Vishal M. Patel 9 314 0 02 Apr 2019
Dance with Flow: Two-in-One Stream Action Detection Jiaojiao Zhao Cees G. M. Snoek 12 83 0 01 Apr 2019
Disentangled Representation Learning in Cardiac Image Analysis A. Chartsias T. Joyce G. Papanastasiou M. Williams D. Newby R. Dharmakumar Sotirios A. Tsaftaris DRL 9 126 0 22 Mar 2019
Bilinear Representation for Language-based Image Editing Using Conditional Generative Adversarial Networks Xiaofeng Mao YueFeng Chen Yuhong Li T. Xiong Yuan He Hui Xue GAN 8 21 0 18 Mar 2019
RAVEN: A Dataset for Relational and Analogical Visual rEasoNing Chi Zhang Feng Gao Baoxiong Jia Yixin Zhu Song-Chun Zhu AIMat 12 302 0 07 Mar 2019
Learning To Follow Directions in Street View Karl Moritz Hermann Mateusz Malinowski Piotr Wojciech Mirowski Andras Banki-Horvath Keith Anderson R. Hadsell SSL 6 66 0 01 Mar 2019
Answer Them All! Toward Universal Visual Question Answering Models Robik Shrestha Kushal Kafle Christopher Kanan 17 81 0 01 Mar 2019
From Visual to Acoustic Question Answering Jerome Abdelnour G. Salvi Jean Rouat 14 3 0 28 Feb 2019
MUREL: Multimodal Relational Reasoning for Visual Question Answering Rémi Cadène H. Ben-younes Matthieu Cord Nicolas Thome LRM 16 271 0 25 Feb 2019
Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering Ramakrishna Vedantam Karan Desai Stefan Lee Marcus Rohrbach Dhruv Batra Devi Parikh NAI BDL 15 84 0 21 Feb 2019
From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following Justin Fu Anoop Korattikara Balan Sergey Levine S. Guadarrama OffRL LM&Ro 8 123 0 20 Feb 2019
Cycle-Consistency for Robust Visual Question Answering Meet Shah Xinlei Chen Marcus Rohrbach Devi Parikh OOD 14 185 0 15 Feb 2019
Embodied Multimodal Multitask Learning Devendra Singh Chaplot Lisa Lee Ruslan Salakhutdinov Devi Parikh Dhruv Batra LM&Ro 11 24 0 04 Feb 2019
Parameter-Efficient Transfer Learning for NLP N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 12 4,227 0 02 Feb 2019
Pixelated Semantic Colorization Jiaojiao Zhao J. Han Ling Shao Cees G. M. Snoek 14 76 0 27 Jan 2019
Spatial Broadcast Decoder: A Simple Architecture for Learning Disentangled Representations in VAEs Nicholas Watters Loic Matthey Christopher P. Burgess Alexander Lerchner CoGe 8 164 0 21 Jan 2019
Visual Entailment: A Novel Task for Fine-Grained Image Understanding Ning Xie Farley Lai Derek Doran Asim Kadav CoGe 31 320 0 20 Jan 2019
Variation Network: Learning High-level Attributes for Controlled Input Manipulation Gaëtan Hadjeres Frank Nielsen 8 2 0 11 Jan 2019
Robust Change Captioning Dong Huk Park Trevor Darrell Anna Rohrbach 14 5 0 08 Jan 2019
CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions Runtao Liu Chenxi Liu Yutong Bai Alan Yuille NAI ObjD 16 120 0 03 Jan 2019
The meaning of "most" for visual question answering models A. Kuhnle Ann A. Copestake 8 4 0 31 Dec 2018
Slimmable Neural Networks Jiahui Yu L. Yang N. Xu Jianchao Yang Thomas Huang 11 546 0 21 Dec 2018
Toward Multimodal Model-Agnostic Meta-Learning Risto Vuorio Shao-Hua Sun Hexiang Hu Joseph J. Lim 45 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 12 357 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 12 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 A. Hengel OffRL 17 4 0 16 Dec 2018
Spatial Knowledge Distillation to aid Visual Reasoning Somak Aditya Rudra Saha Yezhou Yang Chitta Baral 24 14 0 10 Dec 2018
Meta-Transfer Learning for Few-Shot Learning Qianru Sun Yaoyao Liu Tat-Seng Chua Bernt Schiele 14 1,054 0 06 Dec 2018
Explainable and Explicit Visual Reasoning over Scene Graphs Jiaxin Shi Hanwang Zhang Juan-Zi Li OCL 155 230 0 05 Dec 2018
Cross-Modulation Networks for Few-Shot Learning Hugo Prol Vincent Dumoulin Luis Herranz 25 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