UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition

27 November 2023

Sijie Zhao

Ying Shan

Papers citing "UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition"

38 / 38 papers shown

Title
Vision-Centric Representation-Efficient Fine-Tuning for Robust Universal Foreground Segmentation Guoyi Zhang Siyang Chen Guangsheng Xu Han Wang Xiaohu Zhang 34 0 0 20 Apr 2025
LSNet: See Large, Focus Small Ao Wang Hui Chen Zijia Lin J. Han Guiguang Ding 42 0 0 29 Mar 2025
Frequency Dynamic Convolution for Dense Image Prediction Linwei Chen Lin Gu Liang Li C. Yan Ying Fu 44 0 0 24 Mar 2025
OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels Meng Lou Yizhou Yu 115 1 0 27 Feb 2025
TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation Daoyu Wang Mingyue Cheng Z. Liu Q. Liu Enhong Chen AI4TS DiffM 47 1 0 24 Feb 2025
RecConv: Efficient Recursive Convolutions for Multi-Frequency Representations Mingshu Zhao Yi Luo Yong Ouyang 38 0 0 27 Dec 2024
Learning Dynamic Local Context Representations for Infrared Small Target Detection Guoyi Zhang Guangsheng Xu Han Wang Siyang Chen Yunxiao Shan Xiaohu Zhang 29 1 0 23 Dec 2024
DREAM: Domain-agnostic Reverse Engineering Attributes of Black-box Model Rongqing Li Jiaqi Yu Changsheng Li Wenhan Luo Ye Yuan Guoren Wang MLAU 78 0 0 08 Dec 2024
Vision Search Assistant: Empower Vision-Language Models as Multimodal Search Engines Zhixin Zhang Yiyuan Zhang Xiaohan Ding Xiangyu Yue 24 3 0 28 Oct 2024
ContextDet: Temporal Action Detection with Adaptive Context Aggregation Ning Wang Yun Xiao Xiaopeng Peng Xiaojun Chang Xuanhong Wang Dingyi Fang 26 2 0 20 Oct 2024
DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention Nguyen Huu Bao Long Chenyu Zhang Yuzhi Shi Tsubasa Hirakawa Takayoshi Yamashita Tohgoroh Matsui H. Fujiyoshi 31 2 0 11 Oct 2024
Unveiling the Backbone-Optimizer Coupling Bias in Visual Representation Learning Siyuan Li Juanxi Tian Zedong Wang Luyuan Zhang Zicheng Liu Weiyang Jin Yang Liu Baigui Sun Stan Z. Li 34 0 0 08 Oct 2024
Timer-XL: Long-Context Transformers for Unified Time Series Forecasting Yong Liu Guo Qin Xiangdong Huang Jianmin Wang Mingsheng Long AI4TS 29 6 0 07 Oct 2024
Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling Harry Jake Cunningham Giorgio Giannone Mingtian Zhang M. Deisenroth 28 0 0 18 Aug 2024
Siamese Multiple Attention Temporal Convolution Networks for Human Mobility Signature Identification Zhipeng Zheng Yuchen Jiang Shiyao Zhang Xuetao Wei 22 0 0 17 Aug 2024
RoadFormer+: Delivering RGB-X Scene Parsing through Scale-Aware Information Decoupling and Advanced Heterogeneous Feature Fusion Jianxin Huang Jiahang Li Ning Jia Yuxiang Sun Chengju Liu Qijun Chen Rui Fan ViT 51 8 0 31 Jul 2024
Real-Time 3D Occupancy Prediction via Geometric-Semantic Disentanglement Yulin He Wei Chen Tianci Xun Yusong Tan 3DPC 47 0 0 18 Jul 2024
Revealing the Dark Secrets of Extremely Large Kernel ConvNets on Robustness Honghao Chen Yurong Zhang Xiaokun Feng Xiangxiang Chu Kaiqi Huang AAML 40 5 0 12 Jul 2024
RepNeXt: A Fast Multi-Scale CNN using Structural Reparameterization Mingshu Zhao Yi Luo Yong Ouyang 32 2 0 23 Jun 2024
Explore the Limits of Omni-modal Pretraining at Scale Yiyuan Zhang Handong Li Jing Liu Xiangyu Yue VLM LRM 45 1 0 13 Jun 2024
GrootVL: Tree Topology is All You Need in State Space Model Yicheng Xiao Lin Song Shaoli Huang Jiangshan Wang Siyu Song Yixiao Ge Xiu Li Ying Shan Mamba 38 10 0 04 Jun 2024
StarLKNet: Star Mixup with Large Kernel Networks for Palm Vein Identification Xin Jin Hongyu Zhu M. El-Yacoubi Hongchao Liao Huafeng Qin Yun Jiang 35 6 0 21 May 2024
Partial Large Kernel CNNs for Efficient Super-Resolution Dongheon Lee Seokju Yun Youngmin Ro SupR 36 1 0 18 Apr 2024
InteractiveVideo: User-Centric Controllable Video Generation with Synergistic Multimodal Instructions Yiyuan Zhang Yuhao Kang Zhixin Zhang Xiaohan Ding Sanyuan Zhao Xiangyu Yue VGen 54 4 0 05 Feb 2024
Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities Yiyuan Zhang Xiaohan Ding Kaixiong Gong Yixiao Ge Ying Shan Xiangyu Yue ViT 16 7 0 25 Jan 2024
Advancing Vision Transformers with Group-Mix Attention Chongjian Ge Xiaohan Ding Zhan Tong Li Yuan Jiangliu Wang Yibing Song Ping Luo 112 16 0 26 Nov 2023
Multi-view learning for automatic classification of multi-wavelength auroral images Qiuju Yang Hang Su Lili Liu Yixuan Wang Ze-Jun Hu 16 2 0 06 Nov 2023
Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model Xin Jin Jianqiang Xiao Linghao Han Chunle Guo Xialei Liu Chongyi Li Ruixun Zhang 24 3 0 07 Aug 2023
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 277 3,622 0 24 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 298 3,693 0 11 Feb 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 280 1,981 0 09 Feb 2021
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation Yuan Gong Yu-An Chung James R. Glass VLM 99 144 0 02 Feb 2021
Bottleneck Transformers for Visual Recognition A. Srinivas Tsung-Yi Lin Niki Parmar Jonathon Shlens Pieter Abbeel Ashish Vaswani SLR 290 979 0 27 Jan 2021
RepVGG: Making VGG-style ConvNets Great Again Xiaohan Ding X. Zhang Ningning Ma Jungong Han Guiguang Ding Jian-jun Sun 136 1,546 0 11 Jan 2021
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,561 0 17 Apr 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,099 0 02 Dec 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 249 36,362 0 25 Aug 2016
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 253 1,827 0 18 Aug 2016