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Image Transformer

15 February 2018

Papers citing "Image Transformer"

50 / 837 papers shown

Title
Sparse DETR: Efficient End-to-End Object Detection with Learnable Sparsity Byungseok Roh Jaewoong Shin Wuhyun Shin Saehoon Kim ViT 59 150 0 29 Nov 2021
A model of semantic completion in generative episodic memory Zahra Fayyaz Aya Altamimi Sen Cheng Laurenz Wiskott 55 22 0 26 Nov 2021
Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes Sam Bond-Taylor P. Hessey Hiroshi Sasaki T. Breckon Chris G. Willcocks DiffM 126 72 0 24 Nov 2021
Octree Transformer: Autoregressive 3D Shape Generation on Hierarchically Structured Sequences Moritz Ibing Gregor Kobsik Leif Kobbelt 95 37 0 24 Nov 2021
NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion Chenfei Wu Jian Liang Lei Ji Fan Yang Yuejian Fang Daxin Jiang Nan Duan ViT VGen 88 296 0 24 Nov 2021
Adaptive Fourier Neural Operators: Efficient Token Mixers for Transformers John Guibas Morteza Mardani Zong-Yi Li Andrew Tao Anima Anandkumar Bryan Catanzaro 118 246 0 24 Nov 2021
Multi-Person 3D Motion Prediction with Multi-Range Transformers Jiashun Wang Huazhe Xu Medhini Narasimhan Xiaolong Wang ViT 112 76 0 23 Nov 2021
Monocular Road Planar Parallax Estimation Haobo Yuan Teng Chen Wei Sui Jiafeng Xie Lefei Zhang Yuan Li Qian Zhang 54 4 0 22 Nov 2021
CGX: Adaptive System Support for Communication-Efficient Deep Learning I. Markov Hamidreza Ramezanikebrya Dan Alistarh GNN 82 5 0 16 Nov 2021
Local Multi-Head Channel Self-Attention for Facial Expression Recognition Roberto Pecoraro Valerio Basile Viviana Bono Sara Gallo ViT 139 52 0 14 Nov 2021
A Survey of Visual Transformers Yang Liu Yao Zhang Yixin Wang Feng Hou Jin Yuan Jiang Tian Yang Zhang Zhongchao Shi Jianping Fan Zhiqiang He 3DGS ViT 207 356 0 11 Nov 2021
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 564 1,669 0 10 Nov 2021
Improving Visual Quality of Image Synthesis by A Token-based Generator with Transformers Yanhong Zeng Huan Yang Hongyang Chao Jianbo Wang Jianlong Fu ViT 161 26 0 05 Nov 2021
Implicit Deep Adaptive Design: Policy-Based Experimental Design without Likelihoods Desi R. Ivanova Adam Foster Steven Kleinegesse Michael U. Gutmann Tom Rainforth OffRL 132 48 0 03 Nov 2021
Delayed Propagation Transformer: A Universal Computation Engine towards Practical Control in Cyber-Physical Systems Wenqing Zheng Qiangqiang Guo H. Yang Peihao Wang Zhangyang Wang AI4CE 46 12 0 29 Oct 2021
Resampling Base Distributions of Normalizing Flows Vincent Stimper Bernhard Schölkopf José Miguel Hernández-Lobato BDL 96 33 0 29 Oct 2021
Scatterbrain: Unifying Sparse and Low-rank Attention Approximation Beidi Chen Tri Dao Eric Winsor Zhao Song Atri Rudra Christopher Ré 88 134 0 28 Oct 2021
FacTeR-Check: Semi-automated fact-checking through Semantic Similarity and Natural Language Inference Alejandro Martín Javier Huertas-Tato Álvaro Huertas-García Guillermo Villar-Rodríguez David Camacho HILM 122 31 0 27 Oct 2021
Hierarchical Transformers Are More Efficient Language Models Piotr Nawrot Szymon Tworkowski Michał Tyrolski Lukasz Kaiser Yuhuai Wu Christian Szegedy Henryk Michalewski 96 69 0 26 Oct 2021
DocTr: Document Image Transformer for Geometric Unwarping and Illumination Correction Hao Feng Yuechen Wang Wen-gang Zhou Jiajun Deng Houqiang Li ViT 104 60 0 25 Oct 2021
Transformer Acceleration with Dynamic Sparse Attention Liu Liu Zheng Qu Zhaodong Chen Yufei Ding Yuan Xie 74 22 0 21 Oct 2021
PixelPyramids: Exact Inference Models from Lossless Image Pyramids Shweta Mahajan Stefan Roth TPM 56 2 0 17 Oct 2021
Improving Transformers with Probabilistic Attention Keys Tam Nguyen T. Nguyen Dung D. Le Duy Khuong Nguyen Viet-Anh Tran Richard G. Baraniuk Nhat Ho Stanley J. Osher 129 33 0 16 Oct 2021
On Learning the Transformer Kernel Sankalan Pal Chowdhury Adamos Solomou Kumar Avinava Dubey Mrinmaya Sachan ViT 131 14 0 15 Oct 2021
How Does Momentum Benefit Deep Neural Networks Architecture Design? A Few Case Studies Bao Wang Hedi Xia T. Nguyen Stanley Osher AI4CE 109 10 0 13 Oct 2021
Leveraging Transformers for StarCraft Macromanagement Prediction Muhammad Junaid Khan Shah Hassan G. Sukthankar 31 5 0 11 Oct 2021
Revitalizing CNN Attentions via Transformers in Self-Supervised Visual Representation Learning Chongjian Ge Youwei Liang Yibing Song Jianbo Jiao Jue Wang Ping Luo ViT 74 35 0 11 Oct 2021
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation Guillem Brasó Nikita Kister Laura Leal-Taixé 3DPC 88 40 0 11 Oct 2021
Vector-quantized Image Modeling with Improved VQGAN Jiahui Yu Xin Li Jing Yu Koh Han Zhang Ruoming Pang James Qin Alexander Ku Yuanzhong Xu Jason Baldridge Yonghui Wu ViT VLM DRL 205 527 0 09 Oct 2021
Adversarial Token Attacks on Vision Transformers Ameya Joshi Gauri Jagatap Chinmay Hegde ViT 104 19 0 08 Oct 2021
Token Pooling in Vision Transformers D. Marin Jen-Hao Rick Chang Anurag Ranjan Anish K. Prabhu Mohammad Rastegari Oncel Tuzel ViT 146 71 0 08 Oct 2021
Design Strategy Network: A deep hierarchical framework to represent generative design strategies in complex action spaces Ayush Raina Jonathan Cagan Christopher McComb AI4CE 71 13 0 07 Oct 2021
ATISS: Autoregressive Transformers for Indoor Scene Synthesis Despoina Paschalidou Amlan Kar Maria Shugrina Karsten Kreis Andreas Geiger Sanja Fidler 3DV ViT 143 155 0 07 Oct 2021
Multi-scale speaker embedding-based graph attention networks for speaker diarisation Youngki Kwon Hee-Soo Heo Jee-weon Jung You Jin Kim Bong-Jin Lee Joon Son Chung 96 19 0 07 Oct 2021
Attention is All You Need? Good Embeddings with Statistics are enough:Large Scale Audio Understanding without Transformers/ Convolutions/ BERTs/ Mixers/ Attention/ RNNs or .... Prateek Verma AI4TS 102 2 0 07 Oct 2021
Adversarial Robustness Comparison of Vision Transformer and MLP-Mixer to CNNs Philipp Benz Soomin Ham Chaoning Zhang Adil Karjauv In So Kweon AAML ViT 109 80 0 06 Oct 2021
ABC: Attention with Bounded-memory Control Hao Peng Jungo Kasai Nikolaos Pappas Dani Yogatama Zhaofeng Wu Lingpeng Kong Roy Schwartz Noah A. Smith 125 22 0 06 Oct 2021
Ripple Attention for Visual Perception with Sub-quadratic Complexity Lin Zheng Huijie Pan Lingpeng Kong 72 3 0 06 Oct 2021
A Study of the Generalizability of Self-Supervised Representations Atharva Tendle Mohammad Rashedul Hasan 162 28 0 19 Sep 2021
Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy Colin B. Clement Shuai Lu Xiaoyu Liu Michele Tufano Dawn Drain Nan Duan Neel Sundaresan Alexey Svyatkovskiy 99 27 0 17 Sep 2021
Transformer-Unet: Raw Image Processing with Unet Youyang Sha Yonghong Zhang Xuquan Ji Lei Hu ViT MedIm 50 38 0 17 Sep 2021
Expression Snippet Transformer for Robust Video-based Facial Expression Recognition Yuanyuan Liu Wenbin Wang Chuanxu Feng Haoyu Zhang Zhe Chen Yibing Zhan ViT 79 65 0 17 Sep 2021
From Known to Unknown: Knowledge-guided Transformer for Time-Series Sales Forecasting in Alibaba Xinyuan Qi Kai Hou Tong Liu Zhongzhong Yu Sihao Hu Wenwu Ou AI4TS 101 20 0 17 Sep 2021
An End-to-End Transformer Model for 3D Object Detection Ishan Misra Rohit Girdhar Armand Joulin 3DPC ViT 153 489 0 16 Sep 2021
Focus on Impact: Indoor Exploration with Intrinsic Motivation Roberto Bigazzi Federico Landi S. Cascianelli Lorenzo Baraldi Marcella Cornia Rita Cucchiara OffRL 87 14 0 14 Sep 2021
Single-Read Reconstruction for DNA Data Storage Using Transformers Yotam Nahum Eyar Ben-Tolila Leon Anavy 80 5 0 12 Sep 2021
A Survey on Multi-modal Summarization Anubhav Jangra Sourajit Mukherjee Adam Jatowt S. Saha M. Hasanuzzaman 73 63 0 11 Sep 2021
RefineCap: Concept-Aware Refinement for Image Captioning Yekun Chai Shuo Jin Junliang Xing VLM 27 1 0 08 Sep 2021
Pose-guided Inter- and Intra-part Relational Transformer for Occluded Person Re-Identification Zhongxing Ma Yifan Zhao Jia Li ViT 83 54 0 08 Sep 2021
Teaching Autoregressive Language Models Complex Tasks By Demonstration Gabriel Recchia 85 22 0 05 Sep 2021