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
Balanced Multimodal Learning via On-the-fly Gradient Modulation Xiaokang Peng Yake Wei Andong Deng Dong Wang Di Hu 32 200 0 29 Mar 2022
Separate What You Describe: Language-Queried Audio Source Separation Xubo Liu Haohe Liu Qiuqiang Kong Xinhao Mei Jinzheng Zhao Qiushi Huang Mark D. Plumbley Wenwu Wang 42 58 0 28 Mar 2022
A Fast and Efficient Conditional Learning for Tunable Trade-Off between Accuracy and Robustness Souvik Kundu Sairam Sundaresan Massoud Pedram Peter A. Beerel AAML 24 1 0 28 Mar 2022
Deep Multi-modal Fusion of Image and Non-image Data in Disease Diagnosis and Prognosis: A Review C. Cui Haichun Yang Yaohong Wang Shilin Zhao Zuhayr Asad Lori A. Coburn K. Wilson Bennett A. Landman Yuankai Huo 28 94 0 25 Mar 2022
Spatially Multi-conditional Image Generation Ritika Chakraborty Nikola Popovic D. Paudel Thomas Probst Luc Van Gool 24 1 0 25 Mar 2022
Occluded Human Mesh Recovery Rawal Khirodkar Shashank Tripathi Kris Kitani 3DH 45 69 0 24 Mar 2022
Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields Yuedong Chen Qianyi Wu Chuanxia Zheng Tat-Jen Cham Jianfei Cai 59 37 0 21 Mar 2022
CRISPnet: Color Rendition ISP Net Matheus Souza Wolfgang Heidrich 19 2 0 20 Mar 2022
MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-based Visual Question Answering Yang Ding Jing Yu Bangchang Liu Yue Hu Mingxin Cui Qi Wu 13 62 0 17 Mar 2022
ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity Ginger Delmas Rafael Sampaio de Rezende G. Csurka Diane Larlus VLM 23 98 0 15 Mar 2022
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models Ning Ding Yujia Qin Guang Yang Fu Wei Zonghan Yang ... Jianfei Chen Yang Liu Jie Tang Juan Li Maosong Sun 44 197 0 14 Mar 2022
3D-GIF: 3D-Controllable Object Generation via Implicit Factorized Representations M. Lee Chaeyeon Chung Hojun Cho Minjung Kim Sanghun Jung Jaegul Choo Minhyuk Sung DiffM 33 4 0 12 Mar 2022
Suspected Object Matters: Rethinking Model's Prediction for One-stage Visual Grounding Yang Jiao Zequn Jie Jingjing Chen Lin Ma Yu-Gang Jiang OOD 26 7 0 10 Mar 2022
Image Search with Text Feedback by Additive Attention Compositional Learning Yuxin Tian Shawn D. Newsam K. Boakye CoGe 32 11 0 08 Mar 2022
Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions David Bieber Rishab Goel Daniel Zheng Hugo Larochelle Daniel Tarlow 28 15 0 07 Mar 2022
Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information Lingfeng Yang Xiang Li Renjie Song Borui Zhao J. Tao Shihao Zhou Jiajun Liang Jian Yang 31 37 0 07 Mar 2022
Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question Answering Mingxiao Li Marie-Francine Moens 17 12 0 06 Mar 2022
Audio-visual speech separation based on joint feature representation with cross-modal attention Jun Xiong Peng Zhang Lei Xie Wei Huang Yufei Zha Yanni Zhang 30 3 0 05 Mar 2022
Feature Transformation for Cross-domain Few-shot Remote Sensing Scene Classification Qiaoli Chen Zhihao Chen Wei Luo 33 5 0 04 Mar 2022
Conditional Reconstruction for Open-set Semantic Segmentation Ian Nunes M. B. Pereira Hugo Oliveira J. A. dos Santos Marcus Poggi de Aragão ISeg VLM 23 7 0 02 Mar 2022
Combining Modular Skills in Multitask Learning Edoardo Ponti Alessandro Sordoni Yoshua Bengio Siva Reddy MoE 19 37 0 28 Feb 2022
Pix2NeRF: Unsupervised Conditional $π$ -GAN for Single Image to Neural Radiance Fields Translation Shengqu Cai Anton Obukhov Dengxin Dai Luc Van Gool 39 99 0 26 Feb 2022
On Modality Bias Recognition and Reduction Yangyang Guo Liqiang Nie Harry Cheng Zhiyong Cheng Mohan S. Kankanhalli A. Bimbo 33 25 0 25 Feb 2022
Closing the Gap between Single-User and Multi-User VoiceFilter-Lite R. Rikhye Quan Wang Qiao Liang Yanzhang He Ian McGraw VLM 37 7 0 24 Feb 2022
Measuring CLEVRness: Blackbox testing of Visual Reasoning Models Spyridon Mouselinos Henryk Michalewski Mateusz Malinowski 26 3 0 24 Feb 2022
Learning Fast and Slow for Online Time Series Forecasting Quang Pham Chenghao Liu Doyen Sahoo Guosheng Lin TTA AI4TS 30 31 0 23 Feb 2022
End-to-end Music Remastering System Using Self-supervised and Adversarial Training Junghyun Koo Seungryeol Paik Kyogu Lee 32 9 0 17 Feb 2022
SpaIn-Net: Spatially-Informed Stereophonic Music Source Separation Darius Petermann Minje Kim 20 2 0 15 Feb 2022
Fast Model-based Policy Search for Universal Policy Networks B. L. Semage Thommen George Karimpanal Santu Rana Svetha Venkatesh 34 1 0 11 Feb 2022
Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks Nan Wu Stanislaw Jastrzebski Kyunghyun Cho Krzysztof J. Geras 21 72 0 10 Feb 2022
Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs Cristian Bodnar Francesco Di Giovanni B. Chamberlain Pietro Lio Michael M. Bronstein 37 171 0 09 Feb 2022
RECOVER: sequential model optimization platform for combination drug repurposing identifies novel synergistic compounds in vitro Paul Bertin Jarrid Rector-Brooks Deepak Sharma Thomas Gaudelet A. Anighoro ... Charlie Roberts M. Bronstein L. Lairson J. Taylor-King Yoshua Bengio 51 10 0 07 Feb 2022
Enhancing variational generation through self-decomposition Andrea Asperti Laura Bugo Daniele Filippini DRL 56 2 0 06 Feb 2022
TIML: Task-Informed Meta-Learning for Agriculture Gabriel Tseng Hannah Kerner David Rolnick 21 7 0 04 Feb 2022
BC-Z: Zero-Shot Task Generalization with Robotic Imitation Learning Eric Jang A. Irpan Mohi Khansari Daniel Kappler F. Ebert Corey Lynch Sergey Levine Chelsea Finn LM&Ro 74 520 0 04 Feb 2022
Generalizing to New Physical Systems via Context-Informed Dynamics Model Matthieu Kirchmeyer Yuan Yin Jérémie Donà Nicolas Baskiotis A. Rakotomamonjy Patrick Gallinari OOD AI4CE 26 34 0 01 Feb 2022
Compositionality as Lexical Symmetry Ekin Akyürek Jacob Andreas CoGe 57 8 0 30 Jan 2022
COIN++: Neural Compression Across Modalities Emilien Dupont H. Loya Milad Alizadeh Adam Goliñski Yee Whye Teh Arnaud Doucet 65 83 0 30 Jan 2022
From data to functa: Your data point is a function and you can treat it like one Emilien Dupont Hyunjik Kim S. M. Ali Eslami Danilo Jimenez Rezende Dan Rosenbaum TDI 3DPC 181 141 0 28 Jan 2022
Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation Jixuan Wang Kuan-Chieh Wang Frank Rudzicz M. Brudno VLM 28 21 0 27 Jan 2022
Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning Peyman Bateni Jarred Barber Raghav Goyal Vaden Masrani Jan-Willem van de Meent Leonid Sigal Frank Wood BDL VLM 50 9 0 13 Jan 2022
Flexible Style Image Super-Resolution using Conditional Objective Seungcheol Park Young-Su Moon N. Cho SupR 33 17 0 13 Jan 2022
Real-Time Style Modelling of Human Locomotion via Feature-Wise Transformations and Local Motion Phases I. Mason Sebastian Starke Taku Komura 3DH 43 47 0 12 Jan 2022
MAXIM: Multi-Axis MLP for Image Processing Zhengzhong Tu Hossein Talebi Han Zhang Feng Yang P. Milanfar A. Bovik Yinxiao Li 49 463 0 09 Jan 2022
Multi-Robot Collaborative Perception with Graph Neural Networks Yang Zhou Jiuhong Xiao Yuee Zhou Giuseppe Loianno 42 66 0 05 Jan 2022
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 36 48 0 27 Dec 2021
3D-aware Image Synthesis via Learning Structural and Textural Representations Yinghao Xu Sida Peng Ceyuan Yang Yujun Shen Bolei Zhou 3DV 23 130 0 20 Dec 2021
AutoTransfer: Subject Transfer Learning with Censored Representations on Biosignals Data Niklas Smedemark-Margulies Ye Wang T. Koike-Akino Deniz Erdogmus OOD 22 5 0 17 Dec 2021
Feature-Attending Recurrent Modules for Generalization in Reinforcement Learning Wilka Carvalho Andrew Kyle Lampinen Kyriacos Nikiforou Felix Hill Murray Shanahan OffRL 45 0 0 15 Dec 2021
Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question Answering Jianjian Cao Xiameng Qin Sanyuan Zhao Jianbing Shen 36 20 0 14 Dec 2021