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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"

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Title
Explainable High-order Visual Question Reasoning: A New Benchmark and Knowledge-routed Network Qingxing Cao Bailin Li Xiaodan Liang Liang Lin 57 13 0 23 Sep 2019
Meta-Neighborhoods Siyuan Shan Yang Li Junier Oliva 142 15 0 18 Sep 2019
Temporal FiLM: Capturing Long-Range Sequence Dependencies with Feature-Wise Modulations Sawyer Birnbaum Volodymyr Kuleshov S. Enam Pang Wei Koh Stefano Ermon AI4TS 84 70 0 14 Sep 2019
Hierarchical Scene Coordinate Classification and Regression for Visual Localization Xiaotian Li Shuzhe Wang Yi Zhao Jakob Verbeek Arno Solin 144 127 0 13 Sep 2019
Finding Generalizable Evidence by Learning to Convince Q&A Models Ethan Perez Siddharth Karamcheti Rob Fergus Jason Weston Douwe Kiela Kyunghyun Cho RALM 84 38 0 12 Sep 2019
Domain-Agnostic Few-Shot Classification by Learning Disparate Modulators Yongseok Choi Junyoung Park Subin Yi D.-Y. Cho OOD 30 0 0 11 Sep 2019
Relationships from Entity Stream Martin Andrews Sam Witteveen AI4TS GNN 23 0 0 07 Sep 2019
Supervised Multimodal Bitransformers for Classifying Images and Text Douwe Kiela Suvrat Bhooshan Hamed Firooz Ethan Perez Davide Testuggine 154 248 0 06 Sep 2019
No Press Diplomacy: Modeling Multi-Agent Gameplay Philip Paquette Yuchen Lu Steven Bocco Max O. Smith Satya Ortiz-Gagné Jonathan K. Kummerfeld Satinder Singh Joelle Pineau Aaron Courville 88 59 0 04 Sep 2019
Meta-Learning with Warped Gradient Descent Sebastian Flennerhag Andrei A. Rusu Razvan Pascanu Francesco Visin Hujun Yin R. Hadsell 110 210 0 30 Aug 2019
Is the Red Square Big? MALeViC: Modeling Adjectives Leveraging Visual Contexts Sandro Pezzelle Raquel Fernández VLM 58 18 0 27 Aug 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Hao Tan Joey Tianyi Zhou VLM MLLM 254 2,498 0 20 Aug 2019
Probabilistic Reconstruction Networks for 3D Shape Inference from a Single Image Roman Klokov Jakob Verbeek Edmond Boyer 3DV 61 14 0 20 Aug 2019
What is needed for simple spatial language capabilities in VQA? A. Kuhnle Ann A. Copestake CoGe 35 1 0 17 Aug 2019
PHYRE: A New Benchmark for Physical Reasoning A. Bakhtin Laurens van der Maaten Justin Johnson Laura Gustafson Ross B. Girshick LRM 71 129 0 15 Aug 2019
Mastering emergent language: learning to guide in simulated navigation Mathijs Mul Diane Bouchacourt Elia Bruni LLMAG 48 9 0 14 Aug 2019
VideoNavQA: Bridging the Gap between Visual and Embodied Question Answering Cătălina Cangea Eugene Belilovsky Pietro Lio Aaron Courville 116 17 0 14 Aug 2019
Multimodal Unified Attention Networks for Vision-and-Language Interactions Zhou Yu Yuhao Cui Jun Yu Dacheng Tao Q. Tian 107 38 0 12 Aug 2019
Multi-modality Latent Interaction Network for Visual Question Answering Peng Gao Haoxuan You Zhanpeng Zhang Xiaogang Wang Hongsheng Li 69 82 0 10 Aug 2019
Dynamic Scale Inference by Entropy Minimization Dequan Wang Evan Shelhamer Bruno A. Olshausen Trevor Darrell 153 7 0 08 Aug 2019
Answering Questions about Data Visualizations using Efficient Bimodal Fusion Kushal Kafle Robik Shrestha Brian L. Price Scott D. Cohen Christopher Kanan 74 60 0 05 Aug 2019
An Empirical Study of Batch Normalization and Group Normalization in Conditional Computation Vincent Michalski Vikram S. Voleti Samira Ebrahimi Kahou Anthony Ortiz Pascal Vincent C. Pal Doina Precup BDL 52 6 0 31 Jul 2019
Learning Question-Guided Video Representation for Multi-Turn Video Question Answering Guan-Lin Chao Abhinav Rastogi Semih Yavuz Dilek Z. Hakkani-Tür Jindong Chen Ian Lane 51 6 0 31 Jul 2019
Segmenting Objects in Day and Night:Edge-Conditioned CNN for Thermal Image Semantic Segmentation Chenglong Li W. Xia Yan Yan Bin Luo Jin Tang 85 124 0 24 Jul 2019
Metalearned Neural Memory Tsendsuren Munkhdalai Alessandro Sordoni Tong Wang Adam Trischler KELM 63 62 0 23 Jul 2019
Switchable Normalization for Learning-to-Normalize Deep Representation Ping Luo Ruimao Zhang Jiamin Ren Zhanglin Peng Jingyu Li 131 74 0 22 Jul 2019
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods Aditya Mogadala M. Kalimuthu Dietrich Klakow VLM 141 136 0 22 Jul 2019
Neural Drum Machine : An Interactive System for Real-time Synthesis of Drum Sounds Cyran Aouameur P. Esling Gaëtan Hadjeres 42 22 0 04 Jul 2019
Conditioned-U-Net: Introducing a Control Mechanism in the U-Net for Multiple Source Separations Gabriel Meseguer-Brocal Geoffroy Peeters 84 61 0 02 Jul 2019
GNN-FiLM: Graph Neural Networks with Feature-wise Linear Modulation Marc Brockschmidt 118 141 0 28 Jun 2019
Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders Yin-Jyun Luo Kat R. Agres Dorien Herremans 103 46 0 19 Jun 2019
Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes James Requeima Jonathan Gordon J. Bronskill Sebastian Nowozin Richard Turner 76 244 0 18 Jun 2019
Language as an Abstraction for Hierarchical Deep Reinforcement Learning Yiding Jiang S. Gu Kevin Patrick Murphy Chelsea Finn OffRL 69 225 0 18 Jun 2019
Task-Aware Feature Generation for Zero-Shot Compositional Learning Xin Wang Feng Yu Trevor Darrell Joseph E. Gonzalez VLM CoGe 49 16 0 11 Jun 2019
Psycholinguistics meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering Claudio Greco Barbara Plank Raquel Fernández Raffaella Bernardi CLL KELM 72 50 0 10 Jun 2019
Human-Machine Collaboration for Fast Land Cover Mapping Caleb Robinson Anthony Ortiz Kolya Malkin Blake Elias Andi Peng Dan Morris B. Dilkina Nebojsa Jojic 70 20 0 10 Jun 2019
Attention-based Conditioning Methods for External Knowledge Integration Katerina Margatina Christos Baziotis Alexandros Potamianos 51 30 0 09 Jun 2019
Two-Stage Peer-Regularized Feature Recombination for Arbitrary Image Style Transfer Jan Svoboda Asha Anoosheh Christian Osendorfer Jonathan Masci GAN 105 80 0 07 Jun 2019
FSPool: Learning Set Representations with Featurewise Sort Pooling Yan Zhang Jonathon S. Hare Adam Prugel-Bennett 148 80 0 06 Jun 2019
Geo-Aware Networks for Fine-Grained Recognition Grace Chu B. Potetz Weijun Wang Andrew G. Howard Yang Song Fernando Brucher Thomas Leung Hartwig Adam ObjD 72 86 0 04 Jun 2019
Adaptive Deep Kernel Learning Prudencio Tossou Basile Dura François Laviolette M. Marchand Alexandre Lacoste 98 29 0 28 May 2019
Learning Dynamics of Attention: Human Prior for Interpretable Machine Reasoning Wonjae Kim Yoonho Lee 33 6 0 28 May 2019
Structure Learning for Neural Module Networks Vardaan Pahuja Jie Fu Sarath Chandar C. Pal 69 7 0 27 May 2019
Unsupervised Object Segmentation by Redrawing Mickaël Chen Thierry Artières Ludovic Denoyer 115 141 0 27 May 2019
Sequential mastery of multiple visual tasks: Networks naturally learn to learn and forget to forget Guy Davidson Michael C. Mozer CLL 62 23 0 26 May 2019
Ensemble Model Patching: A Parameter-Efficient Variational Bayesian Neural Network Oscar Chang Yuling Yao David Williams-King Hod Lipson BDL UQCV 76 8 0 23 May 2019
TapNet: Neural Network Augmented with Task-Adaptive Projection for Few-Shot Learning Sung Whan Yoon Jun Seo Jaekyun Moon 79 275 0 16 May 2019
Task-Driven Modular Networks for Zero-Shot Compositional Learning Senthil Purushwalkam Maximilian Nickel Abhinav Gupta MarcÁurelio Ranzato 68 176 0 15 May 2019
Hierarchically Structured Meta-learning Huaxiu Yao Ying Wei Junzhou Huang Z. Li 73 205 0 13 May 2019
Language-Conditioned Graph Networks for Relational Reasoning Ronghang Hu Anna Rohrbach Trevor Darrell Kate Saenko 85 175 0 10 May 2019