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
Zero-Shot Compositional Policy Learning via Language Grounding Tianshi Cao Jingkang Wang Yining Zhang S. Manivasagam LM&Ro 25 1 0 15 Apr 2020
Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning Kangning Liu Shuhang Gu Andrés Romero Radu Timofte 9 9 0 14 Apr 2020
Few-Shot Single-View 3-D Object Reconstruction with Compositional Priors Mateusz Michalkiewicz Sarah Parisot Stavros Tsogkas Mahsa Baktash Anders P. Eriksson Eugene Belilovsky 3DV 20 25 0 14 Apr 2020
SHOP-VRB: A Visual Reasoning Benchmark for Object Perception Michal Nazarczuk K. Mikolajczyk 14 21 0 06 Apr 2020
FusedProp: Towards Efficient Training of Generative Adversarial Networks Zachary Polizzi Chuan-Yung Tsai GAN 6 1 0 30 Mar 2020
Modulating Bottom-Up and Top-Down Visual Processing via Language-Conditional Filters .Ilker Kesen Ozan Arkan Can Erkut Erdem Aykut Erdem Deniz Yuret VLM 8 1 0 28 Mar 2020
CurlingNet: Compositional Learning between Images and Text for Fashion IQ Data Youngjae Yu Seunghwan Lee Yuncheol Choi Gunhee Kim CoGe 6 37 0 27 Mar 2020
TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications Kaiping Zheng Shaofeng Cai H. Chua Wei Wang K. Ngiam Beng Chin Ooi AI4TS 11 26 0 24 Mar 2020
Linguistically Driven Graph Capsule Network for Visual Question Reasoning Qingxing Cao Xiaodan Liang Keze Wang Liang Lin GNN 13 3 0 23 Mar 2020
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 26 11 0 23 Mar 2020
Selecting Relevant Features from a Multi-domain Representation for Few-shot Classification Nikita Dvornik Cordelia Schmid Julien Mairal VLM 167 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 173 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 6 57 0 16 Mar 2020
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 169 597 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 22 5 0 09 Mar 2020
Learning to Shadow Hand-drawn Sketches Qingyuan Zheng Zhuoru Li Adam W. Bargteil GAN 3DH 3DV 4 26 0 26 Feb 2020
Hierarchical Conditional Relation Networks for Video Question Answering T. Le Vuong Le Svetha Venkatesh T. Tran 6 258 0 25 Feb 2020
Mnemonics Training: Multi-Class Incremental Learning without Forgetting Yaoyao Liu Yuting Su Anan Liu Bernt Schiele Qianru Sun CLL 4 336 0 24 Feb 2020
Wavesplit: End-to-End Speech Separation by Speaker Clustering Neil Zeghidour David Grangier VLM 23 261 0 20 Feb 2020
Contextual Lensing of Universal Sentence Representations J. Kiros 8 5 0 20 Feb 2020
BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong Learning Yeming Wen Dustin Tran Jimmy Ba OOD FedML UQCV 6 482 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 23 104 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 12 18 0 06 Feb 2020
ImVoteNet: Boosting 3D Object Detection in Point Clouds with Image Votes C. Qi Xinlei Chen Or Litany Leonidas J. Guibas 3DPC 184 247 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 8 178 0 25 Jan 2020
Compositional properties of emergent languages in deep learning Bence Keresztury Elia Bruni CoGe 8 6 0 23 Jan 2020
Exploiting Language Instructions for Interpretable and Compositional Reinforcement Learning Michiel van der Meer Matteo Pirotta Elia Bruni 9 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 14 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 21 318 0 10 Jan 2020
Generalizing Emergent Communication Thomas A. Unger Elia Bruni 15 1 0 06 Jan 2020
Automated Relational Meta-learning Huaxiu Yao Xian Wu Zhiqiang Tao Yaliang Li Bolin Ding Ruirui Li Z. Li 28 89 0 03 Jan 2020
Side-Tuning: A Baseline for Network Adaptation via Additive Side Networks Jeffrey O. Zhang Alexander Sax Amir Zamir Leonidas J. Guibas Jitendra Malik 20 28 0 31 Dec 2019
Reward-Conditioned Policies Aviral Kumar Xue Bin Peng Sergey Levine 12 92 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 11 62 0 25 Dec 2019
Smart Home Appliances: Chat with Your Fridge Denis A. Gudovskiy Gyuri Han Takuya Yamaguchi Sotaro Tsukizawa LRM 9 3 0 19 Dec 2019
ManiGAN: Text-Guided Image Manipulation Bowen Li Xiaojuan Qi Thomas Lukasiewicz Philip H. S. Torr EGVM 15 284 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 11 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 15 0 0 11 Dec 2019
Improved Few-Shot Visual Classification Peyman Bateni Raghav Goyal Vaden Masrani Frank D. Wood Leonid Sigal VLM 6 228 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 16 14 0 06 Dec 2019
Learning to synthesise the ageing brain without longitudinal data Tian Xia A. Chartsias Chengjia Wang Sotirios A. Tsaftaris OOD MedIm 17 53 0 04 Dec 2019
Deep Object Co-segmentation via Spatial-Semantic Network Modulation Kaihua Zhang Jin Chen Bo Liu Qingshan Liu 14 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 9 2 0 27 Nov 2019
Temporal Reasoning via Audio Question Answering Haytham M. Fayek Justin Johnson 19 51 0 21 Nov 2019
Working Memory Graphs Ricky Loynd Roland Fernandez Asli Celikyilmaz Adith Swaminathan Matthew J. Hausknecht 17 40 0 17 Nov 2019
Attention on Abstract Visual Reasoning Lukas Hahne Timo Lüddecke F. Worgotter David Kappel GNN 14 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 12 13 0 11 Nov 2019
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Chao Zhang Zichao Yang Xiaodong He Li Deng HAI AI4TS 27 318 0 10 Nov 2019
Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation Risto Vuorio Shao-Hua Sun Hexiang Hu Joseph J. Lim 14 219 0 30 Oct 2019
Extending Event Detection to New Types with Learning from Keywords Viet Dac Lai Thien Huu Nguyen ObjD NAI 10 23 0 24 Oct 2019