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FiLM: Visual Reasoning with a General Conditioning Layer
v1v2 (latest)

FiLM: Visual Reasoning with a General Conditioning Layer

22 September 2017
Ethan Perez
Florian Strub
H. D. Vries
Vincent Dumoulin
Aaron Courville
    FAttAIMatOffRLAI4CE
ArXiv (abs)PDFHTML

Papers citing "FiLM: Visual Reasoning with a General Conditioning Layer"

50 / 1,349 papers shown
Title
Explainable High-order Visual Question Reasoning: A New Benchmark and
  Knowledge-routed Network
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
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
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
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
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
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
Relationships from Entity Stream
Martin Andrews
Sam Witteveen
AI4TSGNN
23
0
0
07 Sep 2019
Supervised Multimodal Bitransformers for Classifying Images and Text
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
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
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
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
LXMERT: Learning Cross-Modality Encoder Representations from Transformers
Hao Hao Tan
Joey Tianyi Zhou
VLMMLLM
254
2,498
0
20 Aug 2019
Probabilistic Reconstruction Networks for 3D Shape Inference from a
  Single Image
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?
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Task-Aware Feature Generation for Zero-Shot Compositional Learning
Xin Wang
Feng Yu
Trevor Darrell
Joseph E. Gonzalez
VLMCoGe
49
16
0
11 Jun 2019
Psycholinguistics meets Continual Learning: Measuring Catastrophic
  Forgetting in Visual Question Answering
Psycholinguistics meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering
Claudio Greco
Barbara Plank
Raquel Fernández
Raffaella Bernardi
CLLKELM
72
50
0
10 Jun 2019
Human-Machine Collaboration for Fast Land Cover Mapping
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
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
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
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
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
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
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
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
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
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
Ensemble Model Patching: A Parameter-Efficient Variational Bayesian Neural Network
Oscar Chang
Yuling Yao
David Williams-King
Hod Lipson
BDLUQCV
76
8
0
23 May 2019
TapNet: Neural Network Augmented with Task-Adaptive Projection for
  Few-Shot Learning
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
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
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
Language-Conditioned Graph Networks for Relational Reasoning
Ronghang Hu
Anna Rohrbach
Trevor Darrell
Kate Saenko
85
175
0
10 May 2019
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