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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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ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition Daniela Massiceti L. Zintgraf J. Bronskill Lida Theodorou Matthew Tobias Harris Edward Cutrell C. Morrison Katja Hofmann Simone Stumpf 191 45 0 08 Apr 2021
RTIC: Residual Learning for Text and Image Composition using Graph Convolutional Network Minchul Shin Yoonjae Cho ByungSoo Ko Geonmo Gu 84 44 0 07 Apr 2021
Can audio-visual integration strengthen robustness under multimodal attacks? Yapeng Tian Chenliang Xu AAML 102 39 0 05 Apr 2021
A contrastive rule for meta-learning Nicolas Zucchet Simon Schug J. Oswald Dominic Zhao João Sacramento MLT 118 19 0 04 Apr 2021
Symbolic Music Generation with Diffusion Models Gautam Mittal Jesse Engel Curtis Hawthorne Ian Simon MGen DiffM 99 194 0 30 Mar 2021
Universal Representation Learning from Multiple Domains for Few-shot Classification Weihong Li Xialei Liu Hakan Bilen SSL OOD VLM 93 88 0 25 Mar 2021
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning Honglu Zhou Asim Kadav Farley Lai Alexandru Niculescu-Mizil Martin Renqiang Min Mubbasir Kapadia H. Graf LRM 89 18 0 19 Mar 2021
Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations Pau Rodríguez López Massimo Caccia Alexandre Lacoste L. Zamparo I. Laradji Laurent Charlin David Vazquez AAML 98 57 0 18 Mar 2021
Cross-modal Image Retrieval with Deep Mutual Information Maximization Chunbin Gu Jiajun Bu Xixi Zhou Chengwei Yao Dongfang Ma Zhi Yu Xifeng Yan 57 16 0 10 Mar 2021
ELLA: Exploration through Learned Language Abstraction Suvir Mirchandani Siddharth Karamcheti Dorsa Sadigh LLMAG 77 58 0 10 Mar 2021
Pretrained Transformers as Universal Computation Engines Kevin Lu Aditya Grover Pieter Abbeel Igor Mordatch 87 221 0 09 Mar 2021
Rissanen Data Analysis: Examining Dataset Characteristics via Description Length Ethan Perez Douwe Kiela Kyunghyun Cho 82 24 0 05 Mar 2021
Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect Jun Wang Max W. Y. Lam Jane Polak Scowcroft Dong Yu 55 6 0 02 Mar 2021
A survey on Variational Autoencoders from a GreenAI perspective Andrea Asperti David Evangelista E. Loli Piccolomini DRL 91 53 0 01 Mar 2021
Contrastive Separative Coding for Self-supervised Representation Learning Jun Wang Max W. Y. Lam Jane Polak Scowcroft Dong Yu SSL 39 3 0 01 Mar 2021
KANDINSKYPatterns -- An experimental exploration environment for Pattern Analysis and Machine Intelligence Andreas Holzinger Anna Saranti Heimo Mueller 114 10 0 28 Feb 2021
Linear Transformers Are Secretly Fast Weight Programmers Imanol Schlag Kazuki Irie Jürgen Schmidhuber 153 252 0 22 Feb 2021
Physical Reasoning Using Dynamics-Aware Models Eltayeb Ahmed A. Bakhtin Laurens van der Maaten Rohit Girdhar LRM 27 4 0 20 Feb 2021
Benefits of Linear Conditioning with Metadata for Image Segmentation A. Lemay C. Gros Olivier Vincent Yaou Liu Joseph Paul Cohen Julien Cohen-Adad AI4CE 63 6 0 18 Feb 2021
I Want This Product but Different : Multimodal Retrieval with Synthetic Query Expansion Ivona Tautkute Tomasz Trzciñski 77 4 0 17 Feb 2021
LambdaNetworks: Modeling Long-Range Interactions Without Attention Irwan Bello 359 181 0 17 Feb 2021
VARA-TTS: Non-Autoregressive Text-to-Speech Synthesis based on Very Deep VAE with Residual Attention Peng Liu Yuewen Cao Songxiang Liu Na Hu Guangzhi Li Chao Weng Jane Polak Scowcroft 95 22 0 12 Feb 2021
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization Mengwei Ren Neel Dey J. Fishbaugh Guido Gerig MedIm 215 38 0 11 Feb 2021
Efficient neural networks for real-time modeling of analog dynamic range compression C. Steinmetz Joshua D. Reiss 66 28 0 11 Feb 2021
Multi-Task Reinforcement Learning with Context-based Representations Shagun Sodhani Amy Zhang Joelle Pineau 98 192 0 11 Feb 2021
Application of Yolo on Mask Detection Task Ren Liu Ziang Ren 65 35 0 10 Feb 2021
Adaptive Pairwise Weights for Temporal Credit Assignment Zeyu Zheng Risto Vuorio Richard L. Lewis Satinder Singh 65 5 0 09 Feb 2021
Robust Motion In-betweening Félix G. Harvey Mike Yurick Derek Nowrouzezahrai C. Pal VGen 88 262 0 09 Feb 2021
Dynamic Neural Networks: A Survey Yizeng Han Gao Huang Shiji Song Le Yang Honghui Wang Yulin Wang 3DH AI4TS AI4CE 148 658 0 09 Feb 2021
Colorization Transformer Manoj Kumar Dirk Weissenborn Nal Kalchbrenner ViT 348 160 0 08 Feb 2021
In-game Residential Home Planning via Visual Context-aware Global Relation Learning Lijuan Liu Yin Yang Yi Yuan Tianjia Shao He Wang Kun Zhou 30 5 0 08 Feb 2021
ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision Wonjae Kim Bokyung Son Ildoo Kim VLM CLIP 201 1,775 0 05 Feb 2021
Instance and Panoptic Segmentation Using Conditional Convolutions Zhi Tian Bowen Zhang Hao Chen Chunhua Shen ISeg 134 42 0 05 Feb 2021
Music source separation conditioned on 3D point clouds Francesc Lluís V. Chatziioannou A. Hofmann 3DPC 48 5 0 03 Feb 2021
Progressive Localization Networks for Language-based Moment Localization Qi Zheng Jianfeng Dong Xiaoye Qu Xun Yang Yabing Wang Pan Zhou Baolong Liu Xun Wang 68 33 0 02 Feb 2021
Numerical Weather Forecasting using Convolutional-LSTM with Attention and Context Matcher Mechanisms Selim Furkan Tekin Arda Fazla Suleyman S. Kozat AI4TS 75 10 0 01 Feb 2021
Supervised Momentum Contrastive Learning for Few-Shot Classification Orchid Majumder Avinash Ravichandran Subhransu Maji Alessandro Achille M. Polito Stefano Soatto SSL 100 12 0 26 Jan 2021
Deep Universal Blind Image Denoising Jae Woong Soh N. Cho SupR 58 21 0 18 Jan 2021
Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge Violetta Shevchenko Damien Teney A. Dick Anton Van Den Hengel 87 28 0 15 Jan 2021
Learning to Generate Task-Specific Adapters from Task Description Qinyuan Ye Xiang Ren 193 32 0 02 Jan 2021
Autotelic Agents with Intrinsically Motivated Goal-Conditioned Reinforcement Learning: a Short Survey Cédric Colas Tristan Karch Olivier Sigaud Pierre-Yves Oudeyer 156 95 0 17 Dec 2020
Few-shot Sequence Learning with Transformers Lajanugen Logeswaran Ann Lee Myle Ott Honglak Lee MarcÁurelio Ranzato Arthur Szlam ViT 64 12 0 17 Dec 2020
Computational principles of intelligence: learning and reasoning with neural networks Abel Torres Montoya PINN AI4CE 35 1 0 17 Dec 2020
Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding Qingxing Cao Bailin Li Xiaodan Liang Keze Wang Liang Lin 94 36 0 14 Dec 2020
Imitating Interactive Intelligence Josh Abramson Arun Ahuja Iain Barr Arthur Brussee Federico Carnevale ... Greg Wayne Duncan Williams Nathaniel Wong Chen Yan Rui Zhu LM&Ro 91 71 0 10 Dec 2020
Driving Behavior Explanation with Multi-level Fusion H. Ben-younes Éloi Zablocki Patrick Pérez Matthieu Cord 73 33 0 09 Dec 2020
Spatially-Adaptive Pixelwise Networks for Fast Image Translation Tamar Rott Shaham Michael Gharbi Richard Y. Zhang Eli Shechtman T. Michaeli 63 77 0 05 Dec 2020
pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis E. R. Chan M. Monteiro Petr Kellnhofer Jiajun Wu Gordon Wetzstein GAN 157 857 0 02 Dec 2020
Revisiting Unsupervised Meta-Learning via the Characteristics of Few-Shot Tasks Han-Jia Ye Lu Han De-Chuan Zhan OffRL SSL VLM 78 29 0 30 Nov 2020
Connecting Context-specific Adaptation in Humans to Meta-learning Rachit Dubey Erin Grant Michael Luo Karthik Narasimhan Thomas Griffiths 114 4 0 27 Nov 2020