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
Working Memory Graphs Ricky Loynd Roland Fernandez Asli Celikyilmaz Adith Swaminathan Matthew J. Hausknecht 19 40 0 17 Nov 2019
Attention on Abstract Visual Reasoning Lukas Hahne Timo Lüddecke F. Worgotter David Kappel GNN 25 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 24 13 0 11 Nov 2019
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Chao Zhang Zichao Yang Xiaodong He Li Deng HAI AI4TS 35 324 0 10 Nov 2019
Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation Risto Vuorio Shao-Hua Sun Hexiang Hu Joseph J. Lim 30 219 0 30 Oct 2019
Extending Event Detection to New Types with Learning from Keywords Viet Dac Lai Thien Huu Nguyen ObjD NAI 24 23 0 24 Oct 2019
Guided Image-to-Image Translation with Bi-Directional Feature Transformation Badour Albahar Jia-Bin Huang 36 92 0 24 Oct 2019
HIGhER : Improving instruction following with Hindsight Generation for Experience Replay Geoffrey Cideron Mathieu Seurin Florian Strub Olivier Pietquin 32 37 0 21 Oct 2019
RTFM: Generalising to Novel Environment Dynamics via Reading Victor Zhong Tim Rocktaschel Edward Grefenstette LLMAG OffRL AI4CE 19 54 0 18 Oct 2019
Audio-Conditioned U-Net for Position Estimation in Full Sheet Images Florian Henkel Rainer Kelz Gerhard Widmer 27 4 0 16 Oct 2019
Meta Module Network for Compositional Visual Reasoning Wenhu Chen Zhe Gan Linjie Li Yu Cheng Wei Wang Jingjing Liu LRM 25 68 0 08 Oct 2019
Meta-Transfer Learning through Hard Tasks Qianru Sun Yaoyao Liu Zhaozheng Chen Tat-Seng Chua Bernt Schiele 14 98 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 43 457 0 03 Oct 2019
CoPhy: Counterfactual Learning of Physical Dynamics Fabien Baradel Natalia Neverova J. Mille Greg Mori Christian Wolf CML AI4CE 25 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 24 130 0 24 Sep 2019
Explainable High-order Visual Question Reasoning: A New Benchmark and Knowledge-routed Network Qingxing Cao Bailin Li Xiaodan Liang Liang Lin 33 13 0 23 Sep 2019
Meta-Neighborhoods Siyuan Shan Yang Li Junier Oliva 27 13 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 24 68 0 14 Sep 2019
Hierarchical Scene Coordinate Classification and Regression for Visual Localization Xiaotian Li Shuzhe Wang Yi Zhao Jakob Verbeek Arno Solin 82 127 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 33 37 0 12 Sep 2019
Domain-Agnostic Few-Shot Classification by Learning Disparate Modulators Yongseok Choi Junyoung Park Subin Yi D.-Y. Cho OOD 21 0 0 11 Sep 2019
Relationships from Entity Stream Martin Andrews Sam Witteveen AI4TS GNN 16 0 0 07 Sep 2019
Supervised Multimodal Bitransformers for Classifying Images and Text Douwe Kiela Suvrat Bhooshan Hamed Firooz Ethan Perez Davide Testuggine 59 242 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 33 57 0 04 Sep 2019
Meta-Learning with Warped Gradient Descent Sebastian Flennerhag Andrei A. Rusu Razvan Pascanu Francesco Visin Hujun Yin R. Hadsell 8 209 0 30 Aug 2019
Is the Red Square Big? MALeViC: Modeling Adjectives Leveraging Visual Contexts Sandro Pezzelle Raquel Fernández VLM 17 18 0 27 Aug 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Hao Tan Joey Tianyi Zhou VLM MLLM 96 2,456 0 20 Aug 2019
Probabilistic Reconstruction Networks for 3D Shape Inference from a Single Image Roman Klokov Jakob Verbeek Edmond Boyer 3DV 33 15 0 20 Aug 2019
What is needed for simple spatial language capabilities in VQA? A. Kuhnle Ann A. Copestake CoGe 23 1 0 17 Aug 2019
PHYRE: A New Benchmark for Physical Reasoning A. Bakhtin L. V. D. van der Maaten Justin Johnson Laura Gustafson Ross B. Girshick LRM 24 122 0 15 Aug 2019
Mastering emergent language: learning to guide in simulated navigation Mathijs Mul Diane Bouchacourt Elia Bruni LLMAG 27 9 0 14 Aug 2019
VideoNavQA: Bridging the Gap between Visual and Embodied Question Answering Cătălina Cangea Eugene Belilovsky Pietro Lio Aaron Courville 16 16 0 14 Aug 2019
Multimodal Unified Attention Networks for Vision-and-Language Interactions Zhou Yu Yuhao Cui Jun Yu Dacheng Tao Q. Tian 27 38 0 12 Aug 2019
Multi-modality Latent Interaction Network for Visual Question Answering Peng Gao Haoxuan You Zhanpeng Zhang Xiaogang Wang Hongsheng Li 25 82 0 10 Aug 2019
Dynamic Scale Inference by Entropy Minimization Dequan Wang Evan Shelhamer Bruno A. Olshausen Trevor Darrell 27 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 25 58 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 22 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 16 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 22 119 0 24 Jul 2019
Metalearned Neural Memory Tsendsuren Munkhdalai Alessandro Sordoni Tong Wang Adam Trischler KELM 17 60 0 23 Jul 2019
Switchable Normalization for Learning-to-Normalize Deep Representation Ping Luo Ruimao Zhang Jiamin Ren Zhanglin Peng Jingyu Li 30 73 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 25 132 0 22 Jul 2019
Neural Drum Machine : An Interactive System for Real-time Synthesis of Drum Sounds Cyran Aouameur P. Esling Gaëtan Hadjeres 21 21 0 04 Jul 2019
Conditioned-U-Net: Introducing a Control Mechanism in the U-Net for Multiple Source Separations Gabriel Meseguer-Brocal Geoffroy Peeters 19 61 0 02 Jul 2019
GNN-FiLM: Graph Neural Networks with Feature-wise Linear Modulation Marc Brockschmidt 28 134 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 22 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 24 241 0 18 Jun 2019
Language as an Abstraction for Hierarchical Deep Reinforcement Learning Yiding Jiang S. Gu Kevin Patrick Murphy Chelsea Finn OffRL 20 223 0 18 Jun 2019
Task-Aware Feature Generation for Zero-Shot Compositional Learning Xin Wang Feng Yu Trevor Darrell Joseph E. Gonzalez VLM CoGe 21 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 17 48 0 10 Jun 2019