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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
SoundStream: An End-to-End Neural Audio Codec Neil Zeghidour Alejandro Luebs Ahmed Omran Jan Skoglund Marco Tagliasacchi AI4TS 120 806 0 07 Jul 2021
Memory Efficient Meta-Learning with Large Images J. Bronskill Daniela Massiceti Massimiliano Patacchiola Katja Hofmann Sebastian Nowozin Richard Turner VLM 79 20 0 02 Jul 2021
SocialAI: Benchmarking Socio-Cognitive Abilities in Deep Reinforcement Learning Agents Grgur Kovač Rémy Portelas Katja Hofmann Pierre-Yves Oudeyer ALM 92 6 0 02 Jul 2021
Cross-domain Few-shot Learning with Task-specific Adapters Weihong Li Xialei Liu Hakan Bilen OOD 106 118 0 01 Jul 2021
Domain Conditional Predictors for Domain Adaptation João Monteiro Xavier Gibert Jianqiao Feng Vincent Dumoulin Dar-Shyang Lee OOD TTA AI4CE 50 5 0 25 Jun 2021
Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI Mengwei Ren Heejong Kim Neel Dey Guido Gerig DiffM MedIm 91 16 0 24 Jun 2021
Learning to Predict Visual Attributes in the Wild Khoi Pham Kushal Kafle Zhe Lin Zhi Ding Scott D. Cohen Q. Tran Abhinav Shrivastava 52 114 0 17 Jun 2021
Unsupervised Video Prediction from a Single Frame by Estimating 3D Dynamic Scene Structure Paul Henderson Christoph H. Lampert Bernd Bickel VGen 115 7 0 16 Jun 2021
Grounding Spatio-Temporal Language with Transformers Tristan Karch Laetitia Teodorescu Katja Hofmann Clément Moulin-Frier Pierre-Yves Oudeyer LM&Ro 78 11 0 16 Jun 2021
How Modular Should Neural Module Networks Be for Systematic Generalization? Vanessa D’Amario Tomotake Sasaki Xavier Boix 69 17 0 15 Jun 2021
CRASH: Raw Audio Score-based Generative Modeling for Controllable High-resolution Drum Sound Synthesis Simon Rouard Gaëtan Hadjeres DiffM 47 43 0 14 Jun 2021
Multi-level Attention Fusion Network for Audio-visual Event Recognition Mathilde Brousmiche Jean Rouat Stéphane Dupont 154 11 0 12 Jun 2021
Learning Compositional Shape Priors for Few-Shot 3D Reconstruction Mateusz Michalkiewicz Stavros Tsogkas Sarah Parisot Mahsa Baktash Anders P. Eriksson Eugene Belilovsky 3DV 3DPC 54 2 0 11 Jun 2021
ViT-Inception-GAN for Image Colourising Tejas Bana Jatan Loya Siddhant Kulkarni ViT 34 1 0 11 Jun 2021
NAAQA: A Neural Architecture for Acoustic Question Answering Jerome Abdelnour Jean Rouat G. Salvi 92 4 0 11 Jun 2021
Optimizing Reusable Knowledge for Continual Learning via Metalearning J. Hurtado Alain Raymond-Sáez Alvaro Soto CLL 89 38 0 09 Jun 2021
Geometry-Consistent Neural Shape Representation with Implicit Displacement Fields Yifan Wang Lukas Rahmann O. Sorkine-Hornung 81 68 0 09 Jun 2021
Pretraining Representations for Data-Efficient Reinforcement Learning Max Schwarzer Nitarshan Rajkumar Michael Noukhovitch Ankesh Anand Laurent Charlin Devon Hjelm Philip Bachman Aaron Courville OffRL 113 118 0 09 Jun 2021
Understanding top-down attention using task-oriented ablation design Freddie Bickford-Smith Brett D. Roads Xiaoliang Luo Bradley C. Love 56 1 0 08 Jun 2021
A Survey of Transformers Tianyang Lin Yuxin Wang Xiangyang Liu Xipeng Qiu ViT 202 1,150 0 08 Jun 2021
Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks Rabeeh Karimi Mahabadi Sebastian Ruder Mostafa Dehghani James Henderson MoE 82 313 0 08 Jun 2021
DINs: Deep Interactive Networks for Neurofibroma Segmentation in Neurofibromatosis Type 1 on Whole-Body MRI Jian-Wei Zhang Wei Chen K. I. Ly Xubin Zhang Fan Yan J. Jordan G. Harris S. Plotkin Pengyi Hao W. Cai 36 6 0 07 Jun 2021
Go with the Flows: Mixtures of Normalizing Flows for Point Cloud Generation and Reconstruction Janis Postels Mengya Liu Riccardo Spezialetti Luc Van Gool Federico Tombari AI4CE 3DPC 77 22 0 06 Jun 2021
Neural Implicit 3D Shapes from Single Images with Spatial Patterns Yixin Zhuang Yunzhe Liu Yujie Wang Baoquan Chen 3DPC 59 0 0 06 Jun 2021
Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering Vincent Sitzmann Semon Rezchikov William T. Freeman J. Tenenbaum F. Durand 3DV 176 295 0 04 Jun 2021
Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL Bogdan Mazoure Ahmed M. Ahmed Patrick MacAlpine R. Devon Hjelm Andrey Kolobov 74 27 0 04 Jun 2021
GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning Jiaqi Chen Jianheng Tang Jinghui Qin Xiaodan Liang Lingbo Liu Eric Xing Liang Lin AIMat 117 188 0 30 May 2021
Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks Dequan Wang An Ju Evan Shelhamer David Wagner Trevor Darrell AAML 119 27 0 18 May 2021
Learning a Universal Template for Few-shot Dataset Generalization Eleni Triantafillou Hugo Larochelle R. Zemel Vincent Dumoulin 84 95 0 14 May 2021
Meta-Inductive Node Classification across Graphs Zhihao Wen Yuan Fang Zemin Liu 94 36 0 14 May 2021
BWCP: Probabilistic Learning-to-Prune Channels for ConvNets via Batch Whitening Wenqi Shao Hang Yu Zhaoyang Zhang Hang Xu Zhenguo Li Ping Luo AAML 26 2 0 13 May 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 426 8,010 0 11 May 2021
Multi-modal Conditional Bounding Box Regression for Music Score Following Florian Henkel Gerhard Widmer 21 5 0 10 May 2021
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning Pan Lu Ran Gong Shibiao Jiang Liang Qiu Siyuan Huang Xiaodan Liang Song-Chun Zhu AIMat LRM 85 244 0 10 May 2021
Generative Adversarial Registration for Improved Conditional Deformable Templates Neel Dey Mengwei Ren Adrian Dalca Guido Gerig GAN MedIm 71 35 0 07 May 2021
Impact of individual rater style on deep learning uncertainty in medical imaging segmentation Olivier Vincent C. Gros Julien Cohen-Adad 69 10 0 05 May 2021
Where and When: Space-Time Attention for Audio-Visual Explanations Yanbei Chen Thomas Hummel A. Sophia Koepke Zeynep Akata 52 3 0 04 May 2021
Iterated learning for emergent systematicity in VQA Ankit Vani Max Schwarzer Yucheng Lu Eeshan Gunesh Dhekane Rameswar Panda 125 24 0 03 May 2021
AvaTr: One-Shot Speaker Extraction with Transformers S. Hu Md Rifat Arefin V. Nguyen Alish Dipani Xaq Pitkow A. Tolias 64 4 0 03 May 2021
AMSS-Net: Audio Manipulation on User-Specified Sources with Textual Queries Woosung Choi Minseok Kim Marco A. Martínez-Ramírez Jaehwa Chung Soonyoung Jung 66 6 0 28 Apr 2021
SocialAI 0.1: Towards a Benchmark to Stimulate Research on Socio-Cognitive Abilities in Deep Reinforcement Learning Agents Grgur Kovač Rémy Portelas Katja Hofmann Pierre-Yves Oudeyer ALM LM&Ro 106 2 0 27 Apr 2021
MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding Aishwarya Kamath Mannat Singh Yann LeCun Gabriel Synnaeve Ishan Misra Nicolas Carion ObjD VLM 252 897 0 26 Apr 2021
SBNet: Segmentation-based Network for Natural Language-based Vehicle Search Sangrok Lee Taekang Woo Sang Hun Lee 54 4 0 22 Apr 2021
Attribute-Modulated Generative Meta Learning for Zero-Shot Classification Yun Yvonna Li Zhe Liu Lina Yao Can Wang VLM 91 26 0 22 Apr 2021
MetricOpt: Learning to Optimize Black-Box Evaluation Metrics Chen Huang Shuangfei Zhai Pengsheng Guo J. Susskind 97 12 0 21 Apr 2021
Room adaptive conditioning method for sound event classification in reverberant environments Jaejun Lee Donmoon Lee Hyeong-Seok Choi Kyogu Lee 54 3 0 21 Apr 2021
MT-Opt: Continuous Multi-Task Robotic Reinforcement Learning at Scale Dmitry Kalashnikov Jacob Varley Yevgen Chebotar Benjamin Swanson Rico Jonschkowski Chelsea Finn Sergey Levine Karol Hausman OffRL 141 280 0 16 Apr 2021
Jointly Learning Truth-Conditional Denotations and Groundings using Parallel Attention Leon Bergen Dzmitry Bahdanau Timothy J. O'Donnell FedML 29 1 0 14 Apr 2021
Neuro-Symbolic VQA: A review from the perspective of AGI desiderata Ian Berlot-Attwell 27 3 0 13 Apr 2021
Look Before You Leap: Learning Landmark Features for One-Stage Visual Grounding Binbin Huang Dongze Lian Weixin Luo Shenghua Gao ObjD 76 99 0 09 Apr 2021