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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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Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images using a View-based Representation Sai Rajeswar Fahim Mannan Florian Golemo Jérôme Parent-Lévesque David Vazquez Derek Nowrouzezahrai Aaron Courville 3DV 77 11 0 23 Mar 2020
Selecting Relevant Features from a Multi-domain Representation for Few-shot Classification Nikita Dvornik Cordelia Schmid Julien Mairal VLM 231 24 0 20 Mar 2020
XtarNet: Learning to Extract Task-Adaptive Representation for Incremental Few-Shot Learning Sung Whan Yoon Do-Yeon Kim Jun Seo Jaekyun Moon CLL 254 46 0 19 Mar 2020
Neural Pose Transfer by Spatially Adaptive Instance Normalization Jiashun Wang Chao Wen Yanwei Fu Haitao Lin Tianyun Zou Xiangyang Xue Yinda Zhang 3DH 72 59 0 16 Mar 2020
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 280 619 0 12 Mar 2020
Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts? Olivier Vincent C. Gros Joseph Paul Cohen Julien Cohen-Adad 51 5 0 09 Mar 2020
Learning to Shadow Hand-drawn Sketches Qingyuan Zheng Zhuoru Li Adam W. Bargteil GAN 3DH 3DV 87 27 0 26 Feb 2020
Hierarchical Conditional Relation Networks for Video Question Answering T. Le Vuong Le Svetha Venkatesh T. Tran 93 260 0 25 Feb 2020
Mnemonics Training: Multi-Class Incremental Learning without Forgetting Yaoyao Liu Yuting Su Anan Liu Bernt Schiele Qianru Sun CLL 81 347 0 24 Feb 2020
Wavesplit: End-to-End Speech Separation by Speaker Clustering Neil Zeghidour David Grangier VLM 114 265 0 20 Feb 2020
Contextual Lensing of Universal Sentence Representations J. Kiros 57 5 0 20 Feb 2020
BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong Learning Yeming Wen Dustin Tran Jimmy Ba OOD FedML UQCV 227 494 0 17 Feb 2020
Meta-learning framework with applications to zero-shot time-series forecasting Boris N. Oreshkin Dmitri Carpov Nicolas Chapados Yoshua Bengio UQCV AI4TS AI4CE 261 113 0 07 Feb 2020
The Costs and Benefits of Goal-Directed Attention in Deep Convolutional Neural Networks Xiaoliang Luo Brett D. Roads Bradley C. Love 49 18 0 06 Feb 2020
ImVoteNet: Boosting 3D Object Detection in Point Clouds with Image Votes C. Qi Xinlei Chen Or Litany Leonidas Guibas 3DPC 251 253 0 29 Jan 2020
Gesticulator: A framework for semantically-aware speech-driven gesture generation Taras Kucherenko Patrik Jonell S. V. Waveren G. Henter Simon Alexanderson Iolanda Leite Hedvig Kjellström SLR 105 180 0 25 Jan 2020
Compositional properties of emergent languages in deep learning Bence Keresztury Elia Bruni CoGe 42 6 0 23 Jan 2020
Exploiting Language Instructions for Interpretable and Compositional Reinforcement Learning Michiel van der Meer Matteo Pirotta Elia Bruni 60 1 0 13 Jan 2020
Fine-grained Image-to-Image Transformation towards Visual Recognition Wei Xiong Yutong He Yixuan Zhang Wenhan Luo Lin Ma Jiebo Luo CVBM 93 26 0 12 Jan 2020
In Defense of Grid Features for Visual Question Answering Huaizu Jiang Ishan Misra Marcus Rohrbach Erik Learned-Miller Xinlei Chen OOD ObjD 85 320 0 10 Jan 2020
Generalizing Emergent Communication Thomas A. Unger Elia Bruni 63 1 0 06 Jan 2020
Automated Relational Meta-learning Huaxiu Yao Xian Wu Zhiqiang Tao Yaliang Li Bolin Ding Ruirui Li Z. Li 97 90 0 03 Jan 2020
Side-Tuning: A Baseline for Network Adaptation via Additive Side Networks Jeffrey O. Zhang Alexander Sax Amir Zamir Leonidas Guibas Jitendra Malik 91 28 0 31 Dec 2019
Reward-Conditioned Policies Aviral Kumar Xue Bin Peng Sergey Levine 71 96 0 31 Dec 2019
Asymmetric GAN for Unpaired Image-to-image Translation Yu Li Sheng Tang Rui Zhang Yongdong Zhang Jintao Li Shuicheng Yan GAN 60 64 0 25 Dec 2019
Smart Home Appliances: Chat with Your Fridge Denis A. Gudovskiy Gyuri Han Takuya Yamaguchi Sotaro Tsukizawa LRM 26 4 0 19 Dec 2019
ManiGAN: Text-Guided Image Manipulation Bowen Li Xiaojuan Qi Thomas Lukasiewicz Philip Torr EGVM 124 286 0 12 Dec 2019
CLOSURE: Assessing Systematic Generalization of CLEVR Models Dzmitry Bahdanau H. D. Vries Timothy J. O'Donnell Shikhar Murty Philippe Beaudoin Yoshua Bengio Aaron Courville NAI 80 90 0 12 Dec 2019
Learning to Request Guidance in Emergent Communication Benjamin Kolb Leon Lang H. Bartsch Arwin Gansekoele Raymond Koopmanschap Leonardo Romor David Speck Mathijs Mul Elia Bruni 60 0 0 11 Dec 2019
Improved Few-Shot Visual Classification Peyman Bateni Raghav Goyal Vaden Masrani Frank Wood Leonid Sigal VLM 85 234 0 07 Dec 2019
Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks Corentin Kervadec G. Antipov M. Baccouche Christian Wolf 60 15 0 06 Dec 2019
Learning to synthesise the ageing brain without longitudinal data Tian Xia A. Chartsias Chengjia Wang Sotirios A. Tsaftaris OOD MedIm 91 54 0 04 Dec 2019
Deep Object Co-segmentation via Spatial-Semantic Network Modulation Kaihua Zhang Jin Chen Bo Liu Qingshan Liu 99 40 0 29 Nov 2019
Transfer Learning in Visual and Relational Reasoning T. S. Jayram Vincent Marois Tomasz Kornuta V. Albouy Emre Sevgen A. Ozcan NAI OOD LRM 37 2 0 27 Nov 2019
Temporal Reasoning via Audio Question Answering Haytham M. Fayek Justin Johnson 65 54 0 21 Nov 2019
Working Memory Graphs Ricky Loynd Roland Fernandez Asli Celikyilmaz Adith Swaminathan Matthew J. Hausknecht 72 40 0 17 Nov 2019
Attention on Abstract Visual Reasoning Lukas Hahne Timo Lüddecke Florentin Wörgötter David Kappel GNN 63 23 0 14 Nov 2019
Disentangle, align and fuse for multimodal and semi-supervised image segmentation A. Chartsias G. Papanastasiou Chengjia Wang S. Semple D. Newby R. Dharmakumar Sotirios A. Tsaftaris 68 13 0 11 Nov 2019
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Chao Zhang Zichao Yang Xiaodong He Li Deng HAI AI4TS 122 338 0 10 Nov 2019
Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation Risto Vuorio Shao-Hua Sun Hexiang Hu Joseph J. Lim 101 218 0 30 Oct 2019
Extending Event Detection to New Types with Learning from Keywords Viet Dac Lai Thien Huu Nguyen ObjD NAI 73 23 0 24 Oct 2019
Guided Image-to-Image Translation with Bi-Directional Feature Transformation Badour Albahar Jia-Bin Huang 89 92 0 24 Oct 2019
HIGhER : Improving instruction following with Hindsight Generation for Experience Replay Geoffrey Cideron Mathieu Seurin Florian Strub Olivier Pietquin 73 37 0 21 Oct 2019
RTFM: Generalising to Novel Environment Dynamics via Reading Victor Zhong Tim Rocktaschel Edward Grefenstette LLMAG OffRL AI4CE 94 54 0 18 Oct 2019
Audio-Conditioned U-Net for Position Estimation in Full Sheet Images Florian Henkel Rainer Kelz Gerhard Widmer 36 5 0 16 Oct 2019
Meta Module Network for Compositional Visual Reasoning Wenhu Chen Zhe Gan Linjie Li Yu Cheng Wenjie Wang Jingjing Liu LRM 93 71 0 08 Oct 2019
Meta-Transfer Learning through Hard Tasks Qianru Sun Yaoyao Liu Zhaozheng Chen Tat-Seng Chua Bernt Schiele 104 104 0 07 Oct 2019
CLEVRER: CoLlision Events for Video REpresentation and Reasoning Kexin Yi Yuta Saito Yunzhu Li Pushmeet Kohli Jiajun Wu Antonio Torralba J. Tenenbaum NAI 167 475 0 03 Oct 2019
CoPhy: Counterfactual Learning of Physical Dynamics Fabien Baradel Natalia Neverova J. Mille Greg Mori Christian Wolf CML AI4CE 134 97 0 26 Sep 2019
Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation Arna Ghosh Richard Y. Zhang P. Dokania Oliver Wang Alexei A. Efros Philip Torr Eli Shechtman VLM DiffM 109 132 0 24 Sep 2019