Title
Incorporating Exponential Smoothing into MLP: A Simple but Effective Sequence Model Jiqun Chu Zuoquan Lin AI4TS 33 2 0 26 Mar 2024
Neural Clustering based Visual Representation Learning Guikun Chen Xia Li Yi Yang Wenguan Wang SSL 37 8 0 26 Mar 2024
ChebMixer: Efficient Graph Representation Learning with MLP Mixer Xiaoyan Kui Haonan Yan Qinsong Li Liming Chen Beiji Zou 38 0 0 25 Mar 2024
Unified Static and Dynamic Network: Efficient Temporal Filtering for Video Grounding Jingjing Hu Dan Guo Kun Li Zhan Si Xun Yang Xiaojun Chang Meng Wang 61 3 0 21 Mar 2024
depyf: Open the Opaque Box of PyTorch Compiler for Machine Learning Researchers Kaichao You Runsheng Bai Meng Cao Jianmin Wang Ion Stoica Mingsheng Long VLM 33 0 0 14 Mar 2024
xMLP: Revolutionizing Private Inference with Exclusive Square Activation Jiajie Li Jinjun Xiong 27 0 0 12 Mar 2024
Mixer is more than just a model Qingfeng Ji Yuxin Wang Letong Sun 40 0 0 28 Feb 2024
An Efficient MLP-based Point-guided Segmentation Network for Ore Images with Ambiguous Boundary Guodong Sun Yuting Peng Lei Cheng Mengya Xu An-Chi Wang Bo Wu Hongliang Ren Yang Zhang 45 2 0 27 Feb 2024
FViT: A Focal Vision Transformer with Gabor Filter Yulong Shi Mingwei Sun Yongshuai Wang Rui Wang 57 4 0 17 Feb 2024
A Survey on Transformer Compression Yehui Tang Yunhe Wang Jianyuan Guo Zhijun Tu Kai Han Hailin Hu Dacheng Tao 37 28 0 05 Feb 2024
NOAH: Learning Pairwise Object Category Attentions for Image Classification Chao Li Aojun Zhou Anbang Yao VLM 35 2 0 04 Feb 2024
LIR: A Lightweight Baseline for Image Restoration Dongqi Fan Ting Yue Xin Zhao Renjing Xu Liang Chang 33 0 0 02 Feb 2024
A Single Graph Convolution Is All You Need: Efficient Grayscale Image Classification Jacob Fein-Ashley S. Wickramasinghe Bingyi Zhang Rajgopal Kannan Viktor Prasanna 24 4 0 01 Feb 2024
Multilinear Operator Networks Yixin Cheng Grigorios G. Chrysos Markos Georgopoulos V. Cevher 32 7 0 31 Jan 2024
SCTransNet: Spatial-channel Cross Transformer Network for Infrared Small Target Detection Shuai Yuan Hanlin Qin Xiang Yan Naveed Akhtar Ajmal Saeed Mian ViT 52 42 0 28 Jan 2024
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model Lianghui Zhu Bencheng Liao Qian Zhang Xinlong Wang Wenyu Liu Xinggang Wang Mamba 50 710 0 17 Jan 2024
Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations Na Wang Lei Qi Jintao Guo Yinghuan Shi Yang Gao OOD 32 4 0 11 Jan 2024
CCNETS: A Novel Brain-Inspired Approach for Enhanced Pattern Recognition in Imbalanced Datasets Hanbeot Park Yunjeong Cho Hoon-Hee Kim 19 0 0 07 Jan 2024
Training a General Spiking Neural Network with Improved Efficiency and Minimum Latency Yunpeng Yao Man Wu Zheng Chen Renyuan Zhang 35 0 0 05 Jan 2024
DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling Wenyuan Li Zili Liu Keyan Chen Hao Chen Shunlin Liang Zhengxia Zou Z. Shi AI4CE 25 10 0 04 Jan 2024
PanGu- $π$ : Enhancing Language Model Architectures via Nonlinearity Compensation Yunhe Wang Hanting Chen Yehui Tang Tianyu Guo Kai Han ... Qinghua Xu Qun Liu Jun Yao Chao Xu Dacheng Tao 70 15 0 27 Dec 2023
Painterly Image Harmonization by Learning from Painterly Objects Li Niu Junyan Cao Yan Hong Liqing Zhang 35 1 0 15 Dec 2023
Factorization Vision Transformer: Modeling Long Range Dependency with Local Window Cost Haolin Qin Daquan Zhou Tingfa Xu Ziyang Bian Jianan Li 29 9 0 14 Dec 2023
Spatial-wise Dynamic Distillation for MLP-like Efficient Visual Fault Detection of Freight Trains Yang Zhang Huilin Pan Mingying Li An-Chi Wang Yang Zhou Hongliang Ren 23 1 0 10 Dec 2023
Compressing the Backward Pass of Large-Scale Neural Architectures by Structured Activation Pruning Daniel Barley Holger Fröning AI4CE 11 1 0 28 Nov 2023
Full-resolution MLPs Empower Medical Dense Prediction Mingyuan Meng Yuxin Xue Da-wei Feng Lei Bi Jinman Kim MedIm 29 4 0 28 Nov 2023
CMFDFormer: Transformer-based Copy-Move Forgery Detection with Continual Learning Yaqi Liu Chao Xia Song Xiao Qingxiao Guan Wenqian Dong Yifan Zhang Neng H. Yu 35 3 0 22 Nov 2023
4K-Resolution Photo Exposure Correction at 125 FPS with ~8K Parameters Yijie Zhou Chao Li Jin Liang Tianyi Xu Xin Liu Jun Xu 3DV 26 10 0 15 Nov 2023
Scattering Vision Transformer: Spectral Mixing Matters Badri N. Patro Vijay Srinivas Agneeswaran 37 14 0 02 Nov 2023
One-for-All: Bridge the Gap Between Heterogeneous Architectures in Knowledge Distillation Zhiwei Hao Jianyuan Guo Kai Han Yehui Tang Han Hu Yunhe Wang Chang Xu 41 58 0 30 Oct 2023
Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model Karsten Roth Lukas Thede Almut Sophia Koepke Oriol Vinyals Olivier J. Hénaff Zeynep Akata AAML 27 11 0 26 Oct 2023
Handling Data Heterogeneity via Architectural Design for Federated Visual Recognition Sara Pieri Jose Renato Restom Samuel Horvath Hisham Cholakkal FedML 24 8 0 23 Oct 2023
Enhancing Representations through Heterogeneous Self-Supervised Learning Zhongyu Li Bo-Wen Yin Yongxiang Liu Li Liu Ming-Ming Cheng SSL 28 2 0 08 Oct 2023
A Recipe for Improved Certifiable Robustness Kai Hu Klas Leino Zifan Wang Matt Fredrikson AAML 36 7 0 04 Oct 2023
MLPST: MLP is All You Need for Spatio-Temporal Prediction Zijian Zhang Ze Huang Zhiwei Hu Xiangyu Zhao Wanyu Wang Zitao Liu Junbo Zhang S. Qin Hongwei Zhao AI4TS 22 27 0 23 Sep 2023
Efficient Pyramid Channel Attention Network for Pathological Myopia Recognition Xiaoqing Zhang Jilu Zhao Yan Li Hao Wu Xiangtian Zhou Jiang Liu 22 1 0 17 Sep 2023
Dynamic Spectrum Mixer for Visual Recognition Zhiqiang Hu Tao Yu 30 3 0 13 Sep 2023
A Comprehensive Survey on Deep Learning Techniques in Educational Data Mining Y. Lin Hong Chen Wei Xia F. Lin Zongyue Wang Yong Li AI4Ed 34 8 0 09 Sep 2023
Hindering Adversarial Attacks with Multiple Encrypted Patch Embeddings AprilPyone Maungmaung Isao Echizen Hitoshi Kiya AAML 28 2 0 04 Sep 2023
SiT-MLP: A Simple MLP with Point-wise Topology Feature Learning for Skeleton-based Action Recognition Shaojie Zhang Jianqin Yin Yonghao Dang Jiajun Fu 38 4 0 30 Aug 2023
CS-Mixer: A Cross-Scale Vision MLP Model with Spatial-Channel Mixing Jianwei Cui David A. Araujo Suman Saha Md Faisal Kabir BDL 38 0 0 25 Aug 2023
SPANet: Frequency-balancing Token Mixer using Spectral Pooling Aggregation Modulation Guhnoo Yun J. Yoo Kijung Kim Jeongho Lee Dong Hwan Kim MoE 30 8 0 22 Aug 2023
A Simple Framework for Multi-mode Spatial-Temporal Data Modeling Zihang Liu Le Yu T. Zhu Lei Sun AI4TS 21 0 0 22 Aug 2023
Block-Wise Encryption for Reliable Vision Transformer models Hitoshi Kiya Ryota Iijima Teru Nagamori 30 1 0 15 Aug 2023
Deep Learning and Computer Vision for Glaucoma Detection: A Review Mona Ashtari-Majlan Mohammad Mahdi Dehshibi David Masip 40 9 0 31 Jul 2023
Adaptive Frequency Filters As Efficient Global Token Mixers Zhipeng Huang Zhizheng Zhang Cuiling Lan Zhengjun Zha Yan Lu B. Guo 30 37 0 26 Jul 2023
Strip-MLP: Efficient Token Interaction for Vision MLP Guiping Cao Shengda Luo Wen-Fong Huang X. Lan D. Jiang Yaowei Wang Jianguo Zhang 38 10 0 21 Jul 2023
X-MLP: A Patch Embedding-Free MLP Architecture for Vision Xinyue Wang Zhicheng Cai Chenglei Peng ViT 22 5 0 02 Jul 2023
MobileViG: Graph-Based Sparse Attention for Mobile Vision Applications Mustafa Munir William Avery R. Marculescu ViT GNN 34 33 0 01 Jul 2023
ParameterNet: Parameters Are All You Need Kai Han Yunhe Wang Jianyuan Guo Enhua Wu VLM AI4CE 35 25 0 26 Jun 2023