Title
Scaling MLPs: A Tale of Inductive Bias Gregor Bachmann Sotiris Anagnostidis Thomas Hofmann 34 38 0 23 Jun 2023
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting Vijayabharathi Ekambaram Arindam Jati Nam H. Nguyen Phanwadee Sinthong Jayant Kalagnanam AI4TS 42 134 0 14 Jun 2023
Understanding MLP-Mixer as a Wide and Sparse MLP Tomohiro Hayase Ryo Karakida MoE 26 4 0 02 Jun 2023
Are Large Kernels Better Teachers than Transformers for ConvNets? Tianjin Huang Lu Yin Zhenyu (Allen) Zhang Lijuan Shen Meng Fang Mykola Pechenizkiy Zhangyang Wang Shiwei Liu 38 13 0 30 May 2023
Vision Transformers for Mobile Applications: A Short Survey Nahid Alam Steven Kolawole S. Sethi Nishant Bansali Karina Nguyen ViT 31 3 0 30 May 2023
Caterpillar: A Pure-MLP Architecture with Shifted-Pillars-Concatenation J. Sun Xiaoshuang Shi Zhiyuan Weng Kaidi Xu H. Shen Xiao-lan Zhu MLLM 30 2 0 28 May 2023
Exploring Automatically Perturbed Natural Language Explanations in Relation Extraction Wanyun Cui Xingran Chen LRM AAML 36 0 0 24 May 2023
TriMLP: Revenge of a MLP-like Architecture in Sequential Recommendation Yiheng Jiang Yuanbo Xu Yongjian Yang Funing Yang Pengyang Wang Hui Xiong 33 2 0 24 May 2023
Evolution: A Unified Formula for Feature Operators from a High-level Perspective Zhicheng Cai 13 0 0 23 May 2023
Discovering Universal Geometry in Embeddings with ICA Hiroaki Yamagiwa Momose Oyama Hidetoshi Shimodaira 31 13 0 22 May 2023
Surgical-VQLA: Transformer with Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery Long Bai Mobarakol Islam Lalithkumar Seenivasan Hongliang Ren 28 27 0 19 May 2023
Overcoming Topology Agnosticism: Enhancing Skeleton-Based Action Recognition through Redefined Skeletal Topology Awareness Yuxuan Zhou Zhi-Qi Cheng Ju He Bin Luo Yifeng Geng Xuansong Xie 31 11 0 19 May 2023
Cuttlefish: Low-Rank Model Training without All the Tuning Hongyi Wang Saurabh Agarwal Pongsakorn U-chupala Yoshiki Tanaka Eric P. Xing Dimitris Papailiopoulos OffRL 56 21 0 04 May 2023
Where We Have Arrived in Proving the Emergence of Sparse Symbolic Concepts in AI Models Qihan Ren Maximilian Brunner Wen Shen S. Mintchev 39 11 0 03 May 2023
iMixer: hierarchical Hopfield network implies an invertible, implicit and iterative MLP-Mixer Toshihiro Ota Masato Taki 32 2 0 25 Apr 2023
Complex Mixer for MedMNIST Classification Decathlon Zhuoran Zheng Xiuyi Jia 29 7 0 20 Apr 2023
MLP-AIR: An Efficient MLP-Based Method for Actor Interaction Relation Learning in Group Activity Recognition Guoliang Xu Jianqin Yin 24 1 0 18 Apr 2023
SpectFormer: Frequency and Attention is what you need in a Vision Transformer Badri N. Patro Vinay P. Namboodiri Vijay Srinivas Agneeswaran ViT 35 47 0 13 Apr 2023
ASR: Attention-alike Structural Re-parameterization Shan Zhong Zhongzhan Huang Wushao Wen Jinghui Qin Liang Lin 41 6 0 13 Apr 2023
RIFormer: Keep Your Vision Backbone Effective While Removing Token Mixer Jiahao Wang Songyang Zhang Yong Liu Taiqiang Wu Yujiu Yang Xihui Liu Kai-xiang Chen Ping Luo Dahua Lin 34 20 0 12 Apr 2023
MC-MLP:Multiple Coordinate Frames in all-MLP Architecture for Vision Zhimin Zhu Jianguo Zhao Tong Mu Yuliang Yang Mengyu Zhu 40 0 0 08 Apr 2023
Graph-Guided MLP-Mixer for Skeleton-Based Human Motion Prediction Xinshun Wang Qiongjie Cui Chen Chen Shen Zhao Mengyuan Liu 3DH 22 2 0 07 Apr 2023
SMPConv: Self-moving Point Representations for Continuous Convolution Sanghyeon Kim Eunbyung Park 3DPC 36 13 0 05 Apr 2023
Towards Efficient Task-Driven Model Reprogramming with Foundation Models Shoukai Xu Jiangchao Yao Ran Luo Shuhai Zhang Zihao Lian Mingkui Tan Bo Han Yaowei Wang 26 6 0 05 Apr 2023
Revisiting the Evaluation of Image Synthesis with GANs Mengping Yang Ceyuan Yang Yichi Zhang Qingyan Bai Yujun Shen Bo Dai EGVM 38 7 0 04 Apr 2023
HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation Lu Chen Siyu Lou Keyan Zhang Jin Huang Quanshi Zhang TDI FAtt 22 9 0 04 Apr 2023
Dual Cross-Attention for Medical Image Segmentation Gorkem Can Ates P. Mohan Emrah Çelik 17 74 0 30 Mar 2023
PDPP: Projected Diffusion for Procedure Planning in Instructional Videos Hanlin Wang Yilu Wu Sheng Guo Limin Wang VGen DiffM 73 30 0 26 Mar 2023
Towards Scalable Neural Representation for Diverse Videos Bo He Xitong Yang Hanyu Wang Zuxuan Wu Hao Chen Shuaiyi Huang Yixuan Ren Ser-Nam Lim Abhinav Shrivastava 57 41 0 24 Mar 2023
ReBotNet: Fast Real-time Video Enhancement Jeya Maria Jose Valanarasu Rahul Garg Andeep S. Toor Xin Tong Weijuan Xi Andreas Lugmayr Vishal M. Patel A. Menini 32 0 0 23 Mar 2023
POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery Ce Zheng Xianpeng Liu Guo-Jun Qi Cheng Chen 3DH 113 33 0 23 Mar 2023
Multiscale Attention via Wavelet Neural Operators for Vision Transformers Anahita Nekoozadeh M. Ahmadzadeh Zahra Mardani ViT 35 2 0 22 Mar 2023
ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-frequency Transform for Domain Generalization Jintao Guo Na Wang Lei Qi Yinghuan Shi 34 33 0 21 Mar 2023
AutoMLP: Automated MLP for Sequential Recommendations Muyang Li Zijian Zhang Xiangyu Zhao Wanyu Wang Minghao Zhao Runze Wu Ruocheng Guo AI4TS 25 44 0 11 Mar 2023
Logit Margin Matters: Improving Transferable Targeted Adversarial Attack by Logit Calibration Juanjuan Weng Zhiming Luo Zhun Zhong Shaozi Li N. Sebe AAML 37 16 0 07 Mar 2023
Pyramid Pixel Context Adaption Network for Medical Image Classification with Supervised Contrastive Learning Xiaoqin Zhang Zunjie Xiao Xiao Wu Jiansheng Fang Junyong Shen Yan Hu Jiang-Dong Liu 37 10 0 03 Mar 2023
Image as Set of Points Xu Ma Yuqian Zhou Huan Wang Can Qin Bin Sun Chang Liu Yun Fu VLM 48 49 0 02 Mar 2023
Bayesian Neural Networks Avoid Encoding Complex and Perturbation-Sensitive Concepts Qihan Ren Huiqi Deng Yunuo Chen Siyu Lou Quanshi Zhang BDL AAML 33 10 0 25 Feb 2023
What Can We Learn From The Selective Prediction And Uncertainty Estimation Performance Of 523 Imagenet Classifiers Ido Galil Mohammed Dabbah Ran El-Yaniv UQCV 35 24 0 23 Feb 2023
Efficiency 360: Efficient Vision Transformers Badri N. Patro Vijay Srinivas Agneeswaran 26 6 0 16 Feb 2023
TFormer: A Transmission-Friendly ViT Model for IoT Devices Zhichao Lu Chuntao Ding Felix Juefei Xu Vishnu Naresh Boddeti Shangguang Wang Yun Yang 21 13 0 15 Feb 2023
System identification of neural systems: If we got it right, would we know? Yena Han T. Poggio Brian Cheung 34 10 0 13 Feb 2023
AOP-Net: All-in-One Perception Network for Joint LiDAR-based 3D Object Detection and Panoptic Segmentation Yixuan Xu H. Fazlali Y. Ren Bingbing Liu 3DPC 10 3 0 02 Feb 2023
Unlocking Deterministic Robustness Certification on ImageNet Kaiqin Hu Andy Zou Zifan Wang Klas Leino Matt Fredrikson OOD 32 12 0 29 Jan 2023
Connecting metrics for shape-texture knowledge in computer vision Tiago Gaspar Oliveira Tiago Marques Arlindo L. Oliveira 19 0 0 25 Jan 2023
Computationally Efficient 3D MRI Reconstruction with Adaptive MLP Eric Z. Chen Chi Zhang Xiao Chen Yikang Liu Terrence Chen Shanhui Sun MedIm 25 4 0 21 Jan 2023
Rethinking Mobile Block for Efficient Attention-based Models Jiangning Zhang Xiangtai Li Jian Li Liang Liu Zhucun Xue Boshen Zhang Zhe Jiang Tianxin Huang Yabiao Wang Chengjie Wang MQ 44 90 0 03 Jan 2023
BiMLP: Compact Binary Architectures for Vision Multi-Layer Perceptrons Yixing Xu Xinghao Chen Yunhe Wang MQ 27 8 0 29 Dec 2022
A Generalization of ViT/MLP-Mixer to Graphs Xiaoxin He Bryan Hooi T. Laurent Adam Perold Yann LeCun Xavier Bresson 47 88 0 27 Dec 2022
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 25 11 0 23 Dec 2022