Title
Image Recognition with Online Lightweight Vision Transformer: A Survey Zherui Zhang Rongtao Xu Jie Zhou Changwei Wang Xingtian Pei ... Jiguang Zhang Li Guo Longxiang Gao W. Xu Shibiao Xu ViT 139 0 0 06 May 2025
Finger Pose Estimation for Under-screen Fingerprint Sensor Xiongjun Guan Zhiyu Pan Jianjiang Feng Jie Zhou 59 1 0 05 May 2025
Real-World Depth Recovery via Structure Uncertainty Modeling and Inaccurate GT Depth Fitting Delong Suzhang Meng Yang 29 0 0 16 Apr 2025
GFT: Gradient Focal Transformer Boris Kriuk Simranjit Kaur Gill Shoaib Aslam Amir Fakhrutdinov 31 0 0 14 Apr 2025
Exploring Synergistic Ensemble Learning: Uniting CNNs, MLP-Mixers, and Vision Transformers to Enhance Image Classification Mk Bashar Ocean Monjur Samia Islam Mohammad Galib Shams Niamul Quader UQCV 29 0 0 12 Apr 2025
Hypergraph Vision Transformers: Images are More than Nodes, More than Edges Joshua Fixelle ViT 29 0 0 11 Apr 2025
Spectral-Adaptive Modulation Networks for Visual Perception Guhnoo Yun J. Yoo Kijung Kim Jeongho Lee Paul Hongsuck Seo Dong Hwan Kim 42 0 0 31 Mar 2025
Enabling Heterogeneous Adversarial Transferability via Feature Permutation Attacks Tao Wu Tie Luo AAML 89 0 0 26 Mar 2025
Adaptive Wavelet Filters as Practical Texture Feature Amplifiers for Parkinson's Disease Screening in OCT X. Zhang Hanfeng Shi X. Li Haili Ye Tao Xu Na Li Yan Hu Fan Lv J. Chen Jiang Liu 42 0 0 25 Mar 2025
FwNet-ECA: A Classification Model Enhancing Window Attention with Global Receptive Fields via Fourier Filtering Operations Shengtian Mian Ya Wang Nannan Gu Yuping Wang Xiaoqing Li 66 0 0 25 Feb 2025
Multi-Level Decoupled Relational Distillation for Heterogeneous Architectures Yaoxin Yang Peng Ye Weihao Lin Kangcong Li Yan Wen Jia Hao Tao Chen 38 0 0 10 Feb 2025
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation Jintao Guo Lei Qi Yinghuan Shi Yang Gao 31 1 0 08 Jan 2025
RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone Mustafa Munir Md Mostafijur Rahman R. Marculescu MedIm ViT 74 0 0 14 Dec 2024
STLight: a Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal joint Processing Andrea Alfarano Alberto Alfarano Linda Friso Andrea Bacciu Irene Amerini Fabrizio Silvestri 45 0 0 15 Nov 2024
ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal Xiujin Zhu Chee-Onn Chow Joon Huang Chuah Mamba 42 0 0 05 Nov 2024
Efficient Biological Data Acquisition through Inference Set Design Ihor Neporozhnii Julien Roy Emmanuel Bengio Jason Hartford 36 0 0 25 Oct 2024
TAS: Distilling Arbitrary Teacher and Student via a Hybrid Assistant Guopeng Li Qiang Wang K. Yan Shouhong Ding Yuan Gao Gui-Song Xia 38 0 0 16 Oct 2024
On the Adversarial Transferability of Generalized "Skip Connections" Yisen Wang Yichuan Mo Dongxian Wu Mingjie Li Xingjun Ma Zhouchen Lin AAML 28 2 0 11 Oct 2024
TabMixer: Noninvasive Estimation of the Mean Pulmonary Artery Pressure via Imaging and Tabular Data Mixing Michal K. Grzeszczyk Przemysław Korzeniowski S. Alabed Andrew J Swift Tomasz Trzciñski Arkadiusz Sitek 32 0 0 11 Sep 2024
Android Malware Detection Based on RGB Images and Multi-feature Fusion Zhiqiang Wang Qiulong Yu Sicheng Yuan 27 3 0 29 Aug 2024
Hierarchical Network Fusion for Multi-Modal Electron Micrograph Representation Learning with Foundational Large Language Models Sakhinana Sagar Srinivas Geethan Sannidhi Venkataramana Runkana 35 0 0 24 Aug 2024
Preliminary Investigations of a Multi-Faceted Robust and Synergistic Approach in Semiconductor Electron Micrograph Analysis: Integrating Vision Transformers with Large Language and Multimodal Models Sakhinana Sagar Srinivas Geethan Sannidhi Sreeja Gangasani Chidaksh Ravuru Venkataramana Runkana 29 0 0 24 Aug 2024
Exploring Robustness of Visual State Space model against Backdoor Attacks Cheng-Yi Lee Cheng-Chang Tsai Chia-Mu Yu Chun-Shien Lu AAML 18 0 0 21 Aug 2024
Vision HgNN: An Electron-Micrograph is Worth Hypergraph of Hypernodes Sakhinana Sagar Srinivas Rajat Kumar Sarkar Sreeja Gangasani Venkataramana Runkana 35 2 0 21 Aug 2024
MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation Beoungwoo Kang Seunghun Moon Yubin Cho Hyunwoo Yu Suk-Ju Kang ViT MedIm 26 8 0 14 Aug 2024
Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery Yue Yu Ning Liu Fei Lu Tian Gao S. Jafarzadeh Stewart Silling AI4CE 48 7 0 14 Aug 2024
Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation Hyunwoo Yu Yubin Cho Beoungwoo Kang Seunghun Moon Kyeongbo Kong Suk-Ju Kang 30 3 0 24 Jul 2024
UCIP: A Universal Framework for Compressed Image Super-Resolution using Dynamic Prompt Xin Li Bingchen Li Yeying Jin Cuiling Lan Hanxin Zhu Yulin Ren Zhibo Chen 46 7 0 18 Jul 2024
PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer Pierre-David Létourneau Manish Kumar Singh Hsin-Pai Cheng Shizhong Han Yunxiao Shi Dalton Jones M. H. Langston Hong Cai Fatih Porikli 37 0 0 16 Jul 2024
Let Me DeCode You: Decoder Conditioning with Tabular Data Tomasz Szczepañski Michal K. Grzeszczyk Szymon Płotka Arleta Adamowicz Piotr Fudalej Przemysław Korzeniowski Tomasz Trzciñski Arkadiusz Sitek AI4CE 32 1 0 12 Jul 2024
Lite-SAM Is Actually What You Need for Segment Everything Jianhai Fu Yuanjie Yu Ningchuan Li Yi Zhang Qichao Chen Jianping Xiong Jun Yin Zhiyu Xiang VLM 36 4 0 12 Jul 2024
The Epistemic Uncertainty Hole: an issue of Bayesian Neural Networks Mohammed Fellaji Frédéric Pennerath 35 4 0 02 Jul 2024
Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion Boyuan Chen Diego Marti Monso Yilun Du Max Simchowitz Russ Tedrake Vincent Sitzmann DiffM 34 73 0 01 Jul 2024
Sign Gradient Descent-based Neuronal Dynamics: ANN-to-SNN Conversion Beyond ReLU Network Hyunseok Oh Youngki Lee 37 1 0 01 Jul 2024
How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification Ali Jamali S. K. Roy Danfeng Hong Bing Lu Pedram Ghamisi 37 25 0 22 Jun 2024
Hierarchical Associative Memory, Parallelized MLP-Mixer, and Symmetry Breaking Ryo Karakida Toshihiro Ota Masato Taki 29 2 0 18 Jun 2024
Texture Re-scalable Universal Adversarial Perturbation Yihao Huang Qing Guo Felix Juefei-Xu Ming Hu Xiaojun Jia Xiaochun Cao Geguang Pu Yang Liu AAML 27 7 0 10 Jun 2024
einspace: Searching for Neural Architectures from Fundamental Operations Linus Ericsson Miguel Espinosa Chenhongyi Yang Antreas Antoniou Amos Storkey Shay B. Cohen Steven G. McDonagh Elliot J. Crowley 38 1 0 31 May 2024
SFANet: Spatial-Frequency Attention Network for Weather Forecasting Jiaze Wang Hao Chen Hongcan Xu Jinpeng Li Bo-Lan Wang Kun Shao Furui Liu Huaxi Chen Guangyong Chen Pheng-Ann Heng 64 0 0 29 May 2024
Aligning in a Compact Space: Contrastive Knowledge Distillation between Heterogeneous Architectures Hongjun Wu Li Xiao Xingkuo Zhang Yining Miao 38 1 0 28 May 2024
Enhancing Adversarial Transferability Through Neighborhood Conditional Sampling Chunlin Qiu Yiheng Duan Lingchen Zhao Qian Wang AAML 24 2 0 25 May 2024
Lateralization MLP: A Simple Brain-inspired Architecture for Diffusion Zizhao Hu Mohammad Rostami 34 0 0 25 May 2024
GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs Mustafa Munir William Avery Md Mostafijur Rahman R. Marculescu GNN 53 12 0 10 May 2024
DCNN: Dual Cross-current Neural Networks Realized Using An Interactive Deep Learning Discriminator for Fine-grained Objects Da Fu Mingfei Rong Eun-Hu Kim Hao Huang Witold Pedrycz 24 0 0 07 May 2024
ODMixer: Fine-grained Spatial-temporal MLP for Metro Origin-Destination Prediction Yang Liu Binglin Chen Yongsen Zheng Lechao Cheng Guanbin Li Liang Lin AI4TS 29 0 0 24 Apr 2024
CKGConv: General Graph Convolution with Continuous Kernels Liheng Ma Soumyasundar Pal Yitian Zhang Jiaming Zhou Yingxue Zhang Mark J. Coates 37 3 0 21 Apr 2024
SpiralMLP: A Lightweight Vision MLP Architecture Haojie Mu Burhan Ul Tayyab Nicholas Chua 43 0 0 31 Mar 2024
Heracles: A Hybrid SSM-Transformer Model for High-Resolution Image and Time-Series Analysis Badri N. Patro Suhas Ranganath Vinay P. Namboodiri Vijay Srinivas Agneeswaran 43 2 0 26 Mar 2024
Fully-fused Multi-Layer Perceptrons on Intel Data Center GPUs Kai Yuan Christoph Bauinger Xiangyi Zhang Pascal Baehr Matthias Kirchhart Darius Dabert Adrien Tousnakhoff Pierre Boudier Michael Paulitsch 32 2 0 26 Mar 2024
Incorporating Exponential Smoothing into MLP: A Simple but Effective Sequence Model Jiqun Chu Zuoquan Lin AI4TS 27 2 0 26 Mar 2024