Title
Augmenting Convolutional networks with attention-based aggregation Hugo Touvron Matthieu Cord Alaaeldin El-Nouby Piotr Bojanowski Armand Joulin Gabriel Synnaeve Hervé Jégou ViT 30 47 0 27 Dec 2021
RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality Xiaohan Ding Honghao Chen X. Zhang Jungong Han Guiguang Ding 17 71 0 21 Dec 2021
Couplformer:Rethinking Vision Transformer with Coupling Attention Map Hai Lan Xihao Wang Xian Wei ViT 26 3 0 10 Dec 2021
Spatio-temporal Relation Modeling for Few-shot Action Recognition Anirudh Thatipelli Sanath Narayan Salman Khan Rao Muhammad Anwer F. Khan Bernard Ghanem ViT 22 87 0 09 Dec 2021
3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis Jianhui Yu Chaoyi Zhang Heng Wang Dingxin Zhang Yang Song Tiange Xiang Dongnan Liu Weidong (Tom) Cai ViT MedIm 19 32 0 09 Dec 2021
MLP Architectures for Vision-and-Language Modeling: An Empirical Study Yi-Liang Nie Linjie Li Zhe Gan Shuohang Wang Chenguang Zhu Michael Zeng Zicheng Liu Mohit Bansal Lijuan Wang 12 6 0 08 Dec 2021
Constrained Adaptive Projection with Pretrained Features for Anomaly Detection Xingtai Gui Di Wu Yang Chang Shicai Fan 11 5 0 05 Dec 2021
A Novel Deep Parallel Time-series Relation Network for Fault Diagnosis Chun Yang AI4TS AI4CE 19 4 0 03 Dec 2021
Probabilistic Approach for Road-Users Detection Gledson Melotti Weihao Lu Pedro Conde Dezong Zhao A. Asvadi Nuno Gonçalves C. Premebida 21 2 0 02 Dec 2021
Pixelated Butterfly: Simple and Efficient Sparse training for Neural Network Models Tri Dao Beidi Chen Kaizhao Liang Jiaming Yang Zhao-quan Song Atri Rudra Christopher Ré 25 75 0 30 Nov 2021
Pyramid Adversarial Training Improves ViT Performance Charles Herrmann Kyle Sargent Lu Jiang Ramin Zabih Huiwen Chang Ce Liu Dilip Krishnan Deqing Sun ViT 20 56 0 30 Nov 2021
UBoCo : Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection Hyolim Kang Jinwoo Kim Taehyun Kim Seon Joo Kim 34 25 0 29 Nov 2021
SWAT: Spatial Structure Within and Among Tokens Kumara Kahatapitiya Michael S. Ryoo 23 6 0 26 Nov 2021
Global Interaction Modelling in Vision Transformer via Super Tokens Ammarah Farooq Muhammad Awais S. Ahmed J. Kittler ViT 28 6 0 25 Nov 2021
Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains X. Zhang S. Gu Yutaka Matsuo Yusuke Iwasawa VLM 32 36 0 25 Nov 2021
MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation Learning David Junhao Zhang Kunchang Li Yali Wang Yuxiang Chen Shashwat Chandra Yu Qiao Luoqi Liu Mike Zheng Shou AI4TS 19 30 0 24 Nov 2021
An Image Patch is a Wave: Phase-Aware Vision MLP Yehui Tang Kai Han Jianyuan Guo Chang Xu Yanxi Li Chao Xu Yunhe Wang 22 133 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 19 227 0 24 Nov 2021
Critical Initialization of Wide and Deep Neural Networks through Partial Jacobians: General Theory and Applications Darshil Doshi Tianyu He Andrey Gromov 25 8 0 23 Nov 2021
SimpleTRON: Simple Transformer with O(N) Complexity Uladzislau Yorsh Alexander Kovalenko Vojtvech Vanvcura Daniel Vavsata Pavel Kordík Tomávs Mikolov 28 1 0 23 Nov 2021
GenReg: Deep Generative Method for Fast Point Cloud Registration Xiaoshui Huang Zongyi Xu Guofeng Mei Sheng R. Li Jian Andrew Zhang Yifan Zuo Yucheng Wang 3DPC 28 1 0 23 Nov 2021
MetaFormer Is Actually What You Need for Vision Weihao Yu Mi Luo Pan Zhou Chenyang Si Yichen Zhou Xinchao Wang Jiashi Feng Shuicheng Yan 26 872 0 22 Nov 2021
PointMixer: MLP-Mixer for Point Cloud Understanding Jaesung Choe Chunghyun Park François Rameau Jaesik Park In So Kweon 3DPC 36 98 0 22 Nov 2021
Are Vision Transformers Robust to Patch Perturbations? Jindong Gu Volker Tresp Yao Qin AAML ViT 30 60 0 20 Nov 2021
Discrete Representations Strengthen Vision Transformer Robustness Chengzhi Mao Lu Jiang Mostafa Dehghani Carl Vondrick Rahul Sukthankar Irfan Essa ViT 25 43 0 20 Nov 2021
Global and Local Alignment Networks for Unpaired Image-to-Image Translation Guanglei Yang H. Tang Humphrey Shi M. Ding N. Sebe Radu Timofte Luc Van Gool Elisa Ricci 11 1 0 19 Nov 2021
UFO: A UniFied TransfOrmer for Vision-Language Representation Learning Jianfeng Wang Xiaowei Hu Zhe Gan Zhengyuan Yang Xiyang Dai Zicheng Liu Yumao Lu Lijuan Wang ViT 27 57 0 19 Nov 2021
Benchmarking and scaling of deep learning models for land cover image classification Ioannis Papoutsis N. Bountos Angelos Zavras Dimitrios Michail Christos Tryfonopoulos 11 55 0 18 Nov 2021
INTERN: A New Learning Paradigm Towards General Vision Jing Shao Siyu Chen Yangguang Li Kun Wang Zhen-fei Yin ... F. Yu Junjie Yan Dahua Lin Xiaogang Wang Yu Qiao 13 34 0 16 Nov 2021
LiT: Zero-Shot Transfer with Locked-image text Tuning Xiaohua Zhai Xiao Wang Basil Mustafa Andreas Steiner Daniel Keysers Alexander Kolesnikov Lucas Beyer VLM 28 539 0 15 Nov 2021
Attention Mechanisms in Computer Vision: A Survey Meng-Hao Guo Tianhan Xu Jiangjiang Liu Zheng-Ning Liu Peng-Tao Jiang Tai-Jiang Mu Song-Hai Zhang Ralph Robert Martin Ming-Ming Cheng Shimin Hu 19 1,633 0 15 Nov 2021
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges Denis Kleyko D. Rachkovskij Evgeny Osipov A. Rahim 18 126 0 12 Nov 2021
Are Transformers More Robust Than CNNs? Yutong Bai Jieru Mei Alan Yuille Cihang Xie ViT AAML 186 258 0 10 Nov 2021
Sliced Recursive Transformer Zhiqiang Shen Zechun Liu Eric P. Xing ViT 17 27 0 09 Nov 2021
Personalized Benchmarking with the Ludwig Benchmarking Toolkit A. Narayan Piero Molino Karan Goel W. Neiswanger Christopher Ré 8 11 0 08 Nov 2021
Are we ready for a new paradigm shift? A Survey on Visual Deep MLP Ruiyang Liu Yinghui Li Li Tao Dun Liang Haitao Zheng 85 96 0 07 Nov 2021
TermiNeRF: Ray Termination Prediction for Efficient Neural Rendering Martin Piala R. Clark 18 79 0 05 Nov 2021
Efficiently Modeling Long Sequences with Structured State Spaces Albert Gu Karan Goel Christopher Ré 28 1,648 0 31 Oct 2021
Blending Anti-Aliasing into Vision Transformer Shengju Qian Hao Shao Yi Zhu Mu Li Jiaya Jia 21 20 0 28 Oct 2021
Arbitrary Distribution Modeling with Censorship in Real-Time Bidding Advertising Xu Li Michelle Ma Zhang Youjun Tong Zhenya Wang 22 9 0 26 Oct 2021
K-Lane: Lidar Lane Dataset and Benchmark for Urban Roads and Highways Dong-Hee Paek Seung-Hyung Kong Kevin Tirta Wijaya 3DV 17 21 0 21 Oct 2021
A channel attention based MLP-Mixer network for motor imagery decoding with EEG Yan-Nan He Zhiyang Lu Jun Wang Jun Shi 15 9 0 21 Oct 2021
A Data-Centric Optimization Framework for Machine Learning Oliver Rausch Tal Ben-Nun Nikoli Dryden Andrei Ivanov Shigang Li Torsten Hoefler AI4CE 17 16 0 20 Oct 2021
Ranking and Tuning Pre-trained Models: A New Paradigm for Exploiting Model Hubs Kaichao You Yong Liu Ziyang Zhang Jianmin Wang Michael I. Jordan Mingsheng Long 107 30 0 20 Oct 2021
Cascaded Cross MLP-Mixer GANs for Cross-View Image Translation Bin Ren Hao Tang N. Sebe 27 30 0 19 Oct 2021
Inductive Biases and Variable Creation in Self-Attention Mechanisms Benjamin L. Edelman Surbhi Goel Sham Kakade Cyril Zhang 27 115 0 19 Oct 2021
SCENIC: A JAX Library for Computer Vision Research and Beyond Mostafa Dehghani A. Gritsenko Anurag Arnab Matthias Minderer Yi Tay 41 68 0 18 Oct 2021
Graph-less Neural Networks: Teaching Old MLPs New Tricks via Distillation Shichang Zhang Yozen Liu Yizhou Sun Neil Shah 31 173 0 17 Oct 2021
Sharpness-Aware Minimization Improves Language Model Generalization Dara Bahri H. Mobahi Yi Tay 119 98 0 16 Oct 2021
Attention-Free Keyword Spotting Mashrur M. Morshed Ahmad Omar Ahsan 25 9 0 14 Oct 2021