Title
A Close Look at Spatial Modeling: From Attention to Convolution Xu Ma Huan Wang Can Qin Kunpeng Li Xing Zhao Jie Fu Yun Fu ViT 3DPC 63 12 0 23 Dec 2022
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning? Runpei Dong Zekun Qi Linfeng Zhang Junbo Zhang Jian‐Yuan Sun Zheng Ge Li Yi Kaisheng Ma ViT 3DPC 108 91 0 16 Dec 2022
Rethinking Vision Transformers for MobileNet Size and Speed Yanyu Li Ju Hu Yang Wen Georgios Evangelidis Kamyar Salahi Yanzhi Wang Sergey Tulyakov Jian Ren ViT 112 169 0 15 Dec 2022
OAMixer: Object-aware Mixing Layer for Vision Transformers H. Kang Sangwoo Mo Jinwoo Shin VLM 116 4 0 13 Dec 2022
Rethinking Out-of-Distribution Detection From a Human-Centric Perspective Yao Zhu YueFeng Chen Xiaodan Li Rong Zhang Hui Xue Xiang Tian Rongxin Jiang Bo Zheng Yao-wu Chen OODD 65 8 0 30 Nov 2022
BALF: Simple and Efficient Blur Aware Local Feature Detector Zhenjun Zhao Yuwei Zhai Ben Chen Peidong Liu 55 4 0 27 Nov 2022
EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational Data Minghao Xu Yuanfan Guo Yi Xu Jiangtao Tang Xinlei Chen Yuandong Tian GNN 70 6 0 23 Nov 2022
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition Qibin Hou Cheng Lu Mingg-Ming Cheng Jiashi Feng ViT 126 141 0 22 Nov 2022
R2-MLP: Round-Roll MLP for Multi-View 3D Object Recognition Shuo Chen Tan Yu Ping Li 59 3 0 20 Nov 2022
Convexifying Transformers: Improving optimization and understanding of transformer networks Tolga Ergen Behnam Neyshabur Harsh Mehta MLT 115 15 0 20 Nov 2022
Improving performance of real-time full-band blind packet-loss concealment with predictive network Viet-Anh Nguyen Anh H. T. Nguyen Andy W. H. Khong 63 8 0 08 Nov 2022
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy Michael J. Smith James E. Geach 76 36 0 07 Nov 2022
Studying inductive biases in image classification task N. Arizumi 54 1 0 31 Oct 2022
MetaFormer Baselines for Vision Weihao Yu Chenyang Si Pan Zhou Mi Luo Yichen Zhou Jiashi Feng Shuicheng Yan Xinchao Wang MoE 90 169 0 24 Oct 2022
Similarity of Neural Architectures using Adversarial Attack Transferability Ian Ryu Dongyoon Han Byeongho Heo Song Park Sanghyuk Chun Jong-Seok Lee AAML 132 2 0 20 Oct 2022
Scratching Visual Transformer's Back with Uniform Attention Nam Hyeon-Woo Kim Yu-Ji Byeongho Heo Doonyoon Han Seong Joon Oh Tae-Hyun Oh 530 23 0 16 Oct 2022
Token-Label Alignment for Vision Transformers Han Xiao Wenzhao Zheng Zhengbiao Zhu Jie Zhou Jiwen Lu 87 4 0 12 Oct 2022
The Lie Derivative for Measuring Learned Equivariance Nate Gruver Marc Finzi Micah Goldblum A. Wilson 99 40 0 06 Oct 2022
Analysis of Quantization on MLP-based Vision Models Lingran Zhao Zhen Dong Kurt Keutzer MQ 64 7 0 14 Sep 2022
A lightweight Transformer-based model for fish landmark detection Alzayat Saleh David Jones D. Jerry M. R. Azghadi 28 1 0 13 Sep 2022
Pre-Training a Graph Recurrent Network for Language Representation Yile Wang Linyi Yang Zhiyang Teng M. Zhou Yue Zhang GNN 81 1 0 08 Sep 2022
Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies Xingrun Xing Yangguang Li Wei Li Wenrui Ding Yalong Jiang Yufeng Wang Jinghua Shao Chunlei Liu Xianglong Liu MQ 61 8 0 03 Sep 2022
Visualizing high-dimensional loss landscapes with Hessian directions Lucas Böttcher Gregory R. Wheeler 79 14 0 28 Aug 2022
gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window Mocho Go Hideyuki Tachibana ViT 66 9 0 24 Aug 2022
Efficient Attention-free Video Shift Transformers Adrian Bulat Brais Martínez Georgios Tzimiropoulos ViT 53 1 0 23 Aug 2022
Enhancing Targeted Attack Transferability via Diversified Weight Pruning Hung-Jui Wang Yuehua Wu Shang-Tse Chen AAML 69 2 0 18 Aug 2022
giMLPs: Gate with Inhibition Mechanism in MLPs Cheng Kang Jindich Prokop Lei Tong Huiyu Zhou Yong Hu Daneil Novak 33 0 0 01 Aug 2022
CubeMLP: An MLP-based Model for Multimodal Sentiment Analysis and Depression Estimation Hao Sun Hongyi Wang Jiaqing Liu Yen-Wei Chen Lanfen Lin 64 107 0 28 Jul 2022
TINYCD: A (Not So) Deep Learning Model For Change Detection Andrea Codegoni G. Lombardi Alessandro Ferrari 88 77 0 26 Jul 2022
A Transferable Intersection Reconstruction Network for Traffic Speed Prediction Pengyu Fu Liang Chu Zhuoran Hou Jincheng Hu Yanjun Huang Yuanjian Zhang 49 0 0 22 Jul 2022
SplitMixer: Fat Trimmed From MLP-like Models Ali Borji Sikun Lin 46 3 0 21 Jul 2022
Assaying Out-Of-Distribution Generalization in Transfer Learning F. Wenzel Andrea Dittadi Peter V. Gehler Carl-Johann Simon-Gabriel Max Horn ... Chris Russell Thomas Brox Bernt Schiele Bernhard Schölkopf Francesco Locatello OOD OODD AAML 143 76 0 19 Jul 2022
Research Trends and Applications of Data Augmentation Algorithms João Fonseca F. Bação 45 4 0 18 Jul 2022
MLP-GAN for Brain Vessel Image Segmentation B. Xie Hao Tang Bin Duan Dawen Cai Yan Yan MedIm 93 2 0 17 Jul 2022
Parameterization of Cross-Token Relations with Relative Positional Encoding for Vision MLP Zhicai Wang Y. Hao Xingyu Gao Hao Zhang Shuo Wang Tingting Mu Xiangnan He 70 8 0 15 Jul 2022
Image and Model Transformation with Secret Key for Vision Transformer Hitoshi Kiya Ryota Iijima Maungmaung Aprilpyone Yuma Kinoshita ViT 76 21 0 12 Jul 2022
Generalization to translation shifts: a study in architectures and augmentations Suriya Gunasekar 50 1 0 05 Jul 2022
Less Is More: Fast Multivariate Time Series Forecasting with Light Sampling-oriented MLP Structures Tianze Zhang Yizhuo Zhang Wei Cao Jiang Bian Xiaohan Yi Shun Zheng Jian Li BDL AI4TS 165 172 0 04 Jul 2022
AutoInit: Automatic Initialization via Jacobian Tuning Tianyu He Darshil Doshi Andrey Gromov 61 4 0 27 Jun 2022
QbyE-MLPMixer: Query-by-Example Open-Vocabulary Keyword Spotting using MLPMixer Jinmiao Huang W. Gharbieh Qianhui Wan Han Suk Shim Chul Lee 57 10 0 23 Jun 2022
Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer Lalithkumar Seenivasan Mobarakol Islam Adithya K. Krishna Hongliang Ren MedIm 77 48 0 22 Jun 2022
Global Context Vision Transformers Ali Hatamizadeh Hongxu Yin Greg Heinrich Jan Kautz Pavlo Molchanov ViT 78 129 0 20 Jun 2022
SimA: Simple Softmax-free Attention for Vision Transformers Soroush Abbasi Koohpayegani Hamed Pirsiavash 92 26 0 17 Jun 2022
Peripheral Vision Transformer Juhong Min Yucheng Zhao Chong Luo Minsu Cho ViT MDE 74 33 0 14 Jun 2022
GraphMLP: A Graph MLP-Like Architecture for 3D Human Pose Estimation Wenhao Li Hong Liu Tianyu Guo Runwei Ding Haoling Tang 3DH 114 32 0 13 Jun 2022
Rank Diminishing in Deep Neural Networks Ruili Feng Kecheng Zheng Yukun Huang Deli Zhao Michael I. Jordan Zhengjun Zha 89 33 0 13 Jun 2022
IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach Hao Chen Chen Li Xirong Li M. Rahaman Weiming Hu ... Wanli Liu Changhao Sun Hongzan Sun Xinyu Huang M. Grzegorzek HAI 84 102 0 07 Jun 2022
Which models are innately best at uncertainty estimation? Ido Galil Mohammed Dabbah Ran El-Yaniv UQCV 79 5 0 05 Jun 2022
EfficientFormer: Vision Transformers at MobileNet Speed Yanyu Li Geng Yuan Yang Wen Eric Hu Georgios Evangelidis Sergey Tulyakov Yanzhi Wang Jian Ren ViT 145 372 0 02 Jun 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives Jun Li Junyu Chen Yucheng Tang Ce Wang Bennett A. Landman S. K. Zhou ViT OOD MedIm 175 46 0 02 Jun 2022