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Image Transformer

15 February 2018

Papers citing "Image Transformer"

50 / 837 papers shown

Title
MCFlow: Monte Carlo Flow Models for Data Imputation Trevor W. Richardson Wencheng Wu Lei Lin Beilei Xu Edgar A. Bernal OOD 82 48 0 27 Mar 2020
Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation Huiyu Wang Yukun Zhu Bradley Green Hartwig Adam Alan Yuille Liang-Chieh Chen 3DPC 138 676 0 17 Mar 2020
Efficient Content-Based Sparse Attention with Routing Transformers Aurko Roy M. Saffar Ashish Vaswani David Grangier MoE 430 607 0 12 Mar 2020
The Impact of Hole Geometry on Relative Robustness of In-Painting Networks: An Empirical Study Masood S. Mortazavi Ning Yan AAML OOD 26 0 0 04 Mar 2020
Sparse Sinkhorn Attention Yi Tay Dara Bahri Liu Yang Donald Metzler Da-Cheng Juan 102 342 0 26 Feb 2020
Sketchformer: Transformer-based Representation for Sketched Structure Leo Sampaio Ferraz Ribeiro Tu Bui John Collomosse M. Ponti 106 128 0 24 Feb 2020
PolyGen: An Autoregressive Generative Model of 3D Meshes C. Nash Yaroslav Ganin A. Eslami Peter W. Battaglia AI4CE 118 262 0 23 Feb 2020
Convolutional Tensor-Train LSTM for Spatio-temporal Learning Jiahao Su Wonmin Byeon Jean Kossaifi Furong Huang Jan Kautz Anima Anandkumar AI4TS 76 122 0 21 Feb 2020
Source Separation with Deep Generative Priors V. Jayaram John Thickstun 94 40 0 19 Feb 2020
LocoGAN -- Locally Convolutional GAN Lukasz Struski Szymon Knop Jacek Tabor Wiktor Daniec Przemysław Spurek GAN 47 10 0 18 Feb 2020
Robustness Verification for Transformers Zhouxing Shi Huan Zhang Kai-Wei Chang Minlie Huang Cho-Jui Hsieh AAML 89 109 0 16 Feb 2020
Closing the Dequantization Gap: PixelCNN as a Single-Layer Flow Didrik Nielsen Ole Winther MQ 235 13 0 06 Feb 2020
Adversarial Code Learning for Image Generation Jiangbo Yuan Bing Wu Wanying Ding Q. Ping Zhendong Yu GAN 37 0 0 30 Jan 2020
Auto Completion of User Interface Layout Design Using Transformer-Based Tree Decoders Yang Li J. Amelot Xin Zhou Samy Bengio Si Si 3DV 40 14 0 14 Jan 2020
Faster Transformer Decoding: N-gram Masked Self-Attention Ciprian Chelba Mengzhao Chen Ankur Bapna Noam M. Shazeer 57 16 0 14 Jan 2020
Reformer: The Efficient Transformer Nikita Kitaev Lukasz Kaiser Anselm Levskaya VLM 241 2,342 0 13 Jan 2020
Axial Attention in Multidimensional Transformers Jonathan Ho Nal Kalchbrenner Dirk Weissenborn Tim Salimans 117 535 0 20 Dec 2019
C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds Albert Pumarola S. Popov Francesc Moreno-Noguer V. Ferrari 3DPC AI4CE 161 80 0 15 Dec 2019
Encoding Musical Style with Transformer Autoencoders Kristy Choi Curtis Hawthorne Ian Simon Monica Dinculescu Jesse Engel 95 90 0 10 Dec 2019
Towards Robust Image Classification Using Sequential Attention Models Daniel Zoran Mike Chrzanowski Po-Sen Huang Sven Gowal Alex Mott Pushmeet Kohli AAML 66 61 0 04 Dec 2019
IENet: Interacting Embranchment One Stage Anchor Free Detector for Orientation Aerial Object Detection Youtian Lin Pengming Feng Jian Guan Wenwu Wang Jonathon Chambers ObjD 83 86 0 02 Dec 2019
Factorized Multimodal Transformer for Multimodal Sequential Learning Amir Zadeh Chengfeng Mao Kelly Shi Yiwei Zhang Paul Pu Liang Soujanya Poria Louis-Philippe Morency 69 45 0 22 Nov 2019
Affine Self Convolution Nichita Diaconu Daniel E. Worrall 35 3 0 18 Nov 2019
A Simplified Fully Quantized Transformer for End-to-end Speech Recognition Alex Bie Bharat Venkitesh João Monteiro Md. Akmal Haidar Mehdi Rezagholizadeh MQ 139 27 0 09 Nov 2019
Contextual Grounding of Natural Language Entities in Images Farley Lai Ning Xie Derek Doran Asim Kadav ObjD 55 6 0 05 Nov 2019
Learning to Fix Build Errors with Graph2Diff Neural Networks Daniel Tarlow Subhodeep Moitra Andrew Rice Zimin Chen Pierre-Antoine Manzagol Charles Sutton E. Aftandilian GNN 128 65 0 04 Nov 2019
Image-Conditioned Graph Generation for Road Network Extraction Davide Belli Thomas Kipf GNN 55 40 0 31 Oct 2019
Convolutional Conditional Neural Processes Jonathan Gordon W. Bruinsma Andrew Y. K. Foong James Requeima Yann Dubois Richard Turner BDL 104 168 0 29 Oct 2019
LinesToFacePhoto: Face Photo Generation from Lines with Conditional Self-Attention Generative Adversarial Network Yuhang Li Xiao Chen Feng Wu Zhengjun Zha CVBM GAN 68 66 0 20 Oct 2019
Root Mean Square Layer Normalization Biao Zhang Rico Sennrich 130 768 0 16 Oct 2019
On Recognizing Texts of Arbitrary Shapes with 2D Self-Attention Junyeop Lee Sungrae Park Jeonghun Baek Seong Joon Oh Seonghyeon Kim Hwalsuk Lee 383 124 0 10 Oct 2019
Bootstrapping Conditional GANs for Video Game Level Generation R. Torrado Geetanjali Sharma M. Green Gaurav Jaswal S. Risi Julian Togelius GAN 71 86 0 03 Oct 2019
Local block-wise self attention for normal organ segmentation Jue Jiang Elguindi Sharif Hyemin Um S. Berry Harini Veeraraghavan 3DPC 28 6 0 11 Sep 2019
Forecaster: A Graph Transformer for Forecasting Spatial and Time-Dependent Data Yongqian Li J. M. F. Moura AI4TS 84 31 0 09 Sep 2019
AtLoc: Attention Guided Camera Localization Bing Wang Changhao Chen Chris Xiaoxuan Lu Peijun Zhao A. Trigoni Andrew Markham 92 158 0 08 Sep 2019
Transformer Dissection: A Unified Understanding of Transformer's Attention via the Lens of Kernel Yao-Hung Hubert Tsai Shaojie Bai M. Yamada Louis-Philippe Morency Ruslan Salakhutdinov 185 261 0 30 Aug 2019
Multiresolution Transformer Networks: Recurrence is Not Essential for Modeling Hierarchical Structure Vikas Garg Inderjit S. Dhillon Hsiang-Fu Yu 59 7 0 27 Aug 2019
Attention-based Dropout Layer for Weakly Supervised Object Localization Junsuk Choe Hyunjung Shim WSOL 147 368 0 27 Aug 2019
Latent-Variable Non-Autoregressive Neural Machine Translation with Deterministic Inference Using a Delta Posterior Raphael Shu Jason D. Lee Hideki Nakayama Kyunghyun Cho BDL 100 117 0 20 Aug 2019
Likelihood Contribution based Multi-scale Architecture for Generative Flows Hari Prasanna Das Pieter Abbeel C. Spanos DRL AI4CE 61 5 0 05 Aug 2019
GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations Martin Engelcke Adam R. Kosiorek Oiwi Parker Jones Ingmar Posner OCL 181 309 0 30 Jul 2019
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting Shiyang Li Xiaoyong Jin Yao Xuan Xiyou Zhou Wenhu Chen Yu Wang Xifeng Yan AI4TS 204 1,452 0 29 Jun 2019
Learning Set-equivariant Functions with SWARM Mappings Roland Vollgraf 24 3 0 22 Jun 2019
Stand-Alone Self-Attention in Vision Models Prajit Ramachandran Niki Parmar Ashish Vaswani Irwan Bello Anselm Levskaya Jonathon Shlens VLM SLR ViT 184 1,218 0 13 Jun 2019
Toward Interpretable Music Tagging with Self-Attention Minz Won Sanghyuk Chun Xavier Serra ViT 74 82 0 12 Jun 2019
Scaling Autoregressive Video Models Dirk Weissenborn Oscar Täckström Jakob Uszkoreit DiffM VGen 127 204 0 06 Jun 2019
Towards Interpretable Reinforcement Learning Using Attention Augmented Agents Alex Mott Daniel Zoran Mike Chrzanowski Daan Wierstra Danilo Jimenez Rezende 74 192 0 06 Jun 2019
MelNet: A Generative Model for Audio in the Frequency Domain Sean Vasquez M. Lewis DiffM 93 132 0 04 Jun 2019
SCRAM: Spatially Coherent Randomized Attention Maps D. A. Calian P. Roelants Jacques Calì B. Carr K. Dubba John E. Reid Dell Zhang 54 2 0 24 May 2019
Less Memory, Faster Speed: Refining Self-Attention Module for Image Reconstruction Zheng Wang Jianwu Li Ge Song Tieling Li 23 2 0 20 May 2019