A ConvNet for the 2020s

10 January 2022

Zhuang Liu

Hanzi Mao

Chaozheng Wu

Christoph Feichtenhofer

Papers citing "A ConvNet for the 2020s"

50 / 2,184 papers shown

Title
Generative assimilation and prediction for weather and climate S. M. I. Simon X. Yang Congyi Nai Xinyan Liu W. Li Jie Chao ... Bo Lu Ziniu Xiao Niklas Boers Huiling Yuan Baoxiang Pan AI4CE 45 2 0 04 Mar 2025
Language-Assisted Feature Transformation for Anomaly Detection EungGu Yun Heonjin Ha Yeongwoo Nam Bryan Dongik Lee 61 0 0 03 Mar 2025
Zero-Trust Artificial Intelligence Model Security Based on Moving Target Defense and Content Disarm and Reconstruction Daniel Gilkarov Ran Dubin 59 0 0 03 Mar 2025
Understanding Dataset Distillation via Spectral Filtering Deyu Bo Songhua Liu Xinchao Wang DD 75 0 0 03 Mar 2025
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection Boyong He Yuxiang Ji Qianwen Ye Zhuoyue Tan Liaoni Wu DiffM 58 0 0 03 Mar 2025
DLF: Extreme Image Compression with Dual-generative Latent Fusion Naifu Xue Zhaoyang Jia Jiahao Li Bin Li Yuan Zhang Yan-Heng Lu 48 1 0 03 Mar 2025
CADRef: Robust Out-of-Distribution Detection via Class-Aware Decoupled Relative Feature Leveraging Zhiwei Ling Yachen Chang Hailiang Zhao Xinkui Zhao Kingsum Chow Shuiguang Deng OODD 58 0 0 01 Mar 2025
RFWNet: A Lightweight Remote Sensing Object Detector Integrating Multi-Scale Receptive Fields and Foreground Focus Mechanism Yujie Lei Wenjie Sun Sen Jia Qingquan Li Jie Zhang 27 0 0 01 Mar 2025
Fast Adversarial Training against Sparse Attacks Requires Loss Smoothing Xuyang Zhong Yixiao Huang Chen Liu AAML 36 0 0 28 Feb 2025
Robust and Efficient Writer-Independent IMU-Based Handwriting Recognization Jindong Li Tim Hamann Jens Barth Peter Kaempf Dario Zanca Bjoern M. Eskofier 29 0 0 28 Feb 2025
Real-Time Aerial Fire Detection on Resource-Constrained Devices Using Knowledge Distillation Sabina Jangirova Branislava Jankovic Waseem Ullah Latif U. Khan Mohsen Guizani 43 0 0 28 Feb 2025
Data-free Universal Adversarial Perturbation with Pseudo-semantic Prior Chanhui Lee Yeonghwan Song Jeany Son AAML 58 0 0 28 Feb 2025
SeisMoLLM: Advancing Seismic Monitoring via Cross-modal Transfer with Pre-trained Large Language Model X. Wang Feng Liu Rui Su Z. Wang Lei Bai Wanli Ouyang VLM 56 0 0 27 Feb 2025
OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels Meng Lou Yizhou Yu 110 1 0 27 Feb 2025
Dictionary-based Framework for Interpretable and Consistent Object Parsing Tiezheng Zhang Qihang Yu Alan Yuille Ju He 72 1 0 26 Feb 2025
MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification Zhuoqin Yang Jiansong Zhang Xiaoling Luo Zheng Lu Linlin Shen MedIm 60 2 0 25 Feb 2025
Vision-LSTM: xLSTM as Generic Vision Backbone Benedikt Alkin M. Beck Korbinian Poppel Sepp Hochreiter Johannes Brandstetter VLM 56 39 0 24 Feb 2025
Simpler Fast Vision Transformers with a Jumbo CLS Token A. Fuller Yousef Yassin Daniel G. Kyrollos Evan Shelhamer James R. Green 67 0 0 24 Feb 2025
Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph Representations Laurin Lux Alexander H. Berger Maria Romeo Tricas Alaa E. Fayed S. Linus Kreitner Jonas Weidner M. Menten Daniel Rueckert Johannes C. Paetzold 41 2 0 23 Feb 2025
Good Representation, Better Explanation: Role of Convolutional Neural Networks in Transformer-Based Remote Sensing Image Captioning Swadhin Das Saarthak Gupta and Kamal Kumar Raksha Sharma 31 0 0 22 Feb 2025
A Deep Learning Framework with Geographic Information Adaptive Loss for Remote Sensing Images based UAV Self-Positioning Mingkun Li Ziming Wang Guang Huo Wei Chen Xiaoning Zhao 33 0 0 22 Feb 2025
YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-time Object Detection Yuming Chen Xinbin Yuan Ruiqi Wu Jiabao Wang Qibin Hou Mingg-Ming Cheng Ming-Ming Cheng ObjD 138 51 0 21 Feb 2025
Magma: A Foundation Model for Multimodal AI Agents Jianwei Yang Reuben Tan Qianhui Wu Ruijie Zheng Baolin Peng ... Seonghyeon Ye Joel Jang Yuquan Deng Lars Liden Jianfeng Gao VLM AI4TS 104 9 0 18 Feb 2025
Portable Reward Tuning: Towards Reusable Fine-Tuning across Different Pretrained Models Daiki Chijiwa Taku Hasegawa Kyosuke Nishida Kuniko Saito Susumu Takeuchi 39 0 0 18 Feb 2025
Without Paired Labeled Data: An End-to-End Self-Supervised Paradigm for UAV-View Geo-Localization Zhongwei Chen Zhao-Xu Yang Hai-Jun Rong SSL 56 0 0 17 Feb 2025
Precise GPS-Denied UAV Self-Positioning via Context-Enhanced Cross-View Geo-Localization Yuanze Xu Ming Dai Wenxiao Cai Wankou Yang 67 0 0 17 Feb 2025
Using the Path of Least Resistance to Explain Deep Networks Sina Salek Joseph Enguehard FAtt 42 0 0 17 Feb 2025
Detecting Systematic Weaknesses in Vision Models along Predefined Human-Understandable Dimensions Sujan Sai Gannamaneni Rohil Prakash Rao Michael Mock Maram Akila Stefan Wrobel AAML 64 0 0 17 Feb 2025
Breaking Down the Hierarchy: A New Approach to Leukemia Classification I. Hamdi Hosam El-Gendy Ahmed Sharshar M. Saeed Muhammad Ridzuan ... Naveed Syed Imran Mirza Shakir Hussain Amira Mahmoud Abdalla Mohammad Yaqub 55 0 0 15 Feb 2025
DiffEx: Explaining a Classifier with Diffusion Models to Identify Microscopic Cellular Variations Anis Bourou Saranga Kingkor Mahanta Thomas Boyer Valérie Mezger Auguste Genovesio MedIm 55 0 0 12 Feb 2025
Multi-Level Decoupled Relational Distillation for Heterogeneous Architectures Yaoxin Yang Peng Ye Weihao Lin Kangcong Li Yan Wen Jia Hao Tao Chen 33 0 0 10 Feb 2025
A Novel Multi-Teacher Knowledge Distillation for Real-Time Object Detection using 4D Radar Seung-Hyun Song Dong-Hee Paek Minh-Quan Dao E. Malis Seung-Hyun Kong 59 0 0 10 Feb 2025
Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More Feng Wang Yaodong Yu Guoyizhe Wei Wei Shao Yuyin Zhou Alan Yuille Cihang Xie ViT 88 4 0 06 Feb 2025
CoRPA: Adversarial Image Generation for Chest X-rays Using Concept Vector Perturbations and Generative Models Amy Rafferty Rishi Ramaesh Ajitha Rajan MedIm AAML 46 0 0 04 Feb 2025
DAGNet: A Dual-View Attention-Guided Network for Efficient X-ray Security Inspection Shilong Hong Yanzhou Zhou Weichao Xu 73 0 0 03 Feb 2025
AquaticCLIP: A Vision-Language Foundation Model for Underwater Scene Analysis B. Alawode I. I. Ganapathi S. Javed N. Werghi Mohammed Bennamoun Arif Mahmood CLIP VLM 64 1 0 03 Feb 2025
Learning Hyperparameters via a Data-Emphasized Variational Objective Ethan Harvey Mikhail Petrov Michael C. Hughes 58 0 0 03 Feb 2025
Learnable polynomial, trigonometric, and tropical activations Ismail Khalfaoui-Hassani Stefan Kesselheim 59 0 0 03 Feb 2025
Low-Resource Video Super-Resolution using Memory, Wavelets, and Deformable Convolutions Kavitha Viswanathan Shashwat Pathak Piyush Bharambe Harsh Choudhary Amit Sethi SupR 73 0 0 03 Feb 2025
Vision-Language Model Selection and Reuse for Downstream Adaptation Hao-Zhe Tan Zhi-Hua Zhou Lan-Zhe Guo Yu-Feng Li VLM 88 0 0 30 Jan 2025
Drivetrain simulation using variational autoencoders Pallavi Sharma Jorge-Humberto Urrea-Quintero Bogdan Bogdan Adrian-Dumitru Ciotec Laura Vasilie Henning Wessels Matteo Skull 58 0 0 29 Jan 2025
Efficient Redundancy Reduction for Open-Vocabulary Semantic Segmentation Lin Chen Qi Yang Kun Ding Z. Li Gang Shen Fei Li Qiyuan Cao Shiming Xiang VLM 54 0 0 29 Jan 2025
Modulating CNN Features with Pre-Trained ViT Representations for Open-Vocabulary Object Detection Xiangyu Gao Yu Dai Benliu Qiu Hongliang Li Heqian Qiu Hongliang Li ObjD VLM 70 0 0 28 Jan 2025
iFormer: Integrating ConvNet and Transformer for Mobile Application Chuanyang Zheng ViT 67 0 0 26 Jan 2025
STAMP: Scalable Task And Model-agnostic Collaborative Perception Xiangbo Gao Runsheng Xu Jiachen Li Z. Wang Zhiwen Fan Zhengzhong Tu 57 7 0 24 Jan 2025
ATRNet-STAR: A Large Dataset and Benchmark Towards Remote Sensing Object Recognition in the Wild Yongxiang Liu Weijie Li Li Liu Jie Zhou Xuying Xiong ... Yafei Song Wei Yang Tianpeng Liu Zhen Liu Xiang Li 77 1 0 23 Jan 2025
Parallel Sequence Modeling via Generalized Spatial Propagation Network Hongjun Wang Wonmin Byeon Jiarui Xu Jinwei Gu Ka Chun Cheung Xiaolong Wang Kai Han Jan Kautz Sifei Liu 63 0 0 21 Jan 2025
AgRegNet: A Deep Regression Network for Flower and Fruit Density Estimation, Localization, and Counting in Orchards Uddhav Bhattarai Santosh Bhusal Qin Zhang Manoj Karkee 99 1 0 20 Jan 2025
3rd Workshop on Maritime Computer Vision (MaCVi) 2025: Challenge Results Benjamin Kiefer Lojze Žust Jon Muhovič Matej Kristan J. Pers ... Ashraf Saleem Ching-Heng Cheng Yu-Fan Lin Tzu-Yu Lin Chih-Chung Hsu 38 0 0 20 Jan 2025
Elucidating the Design Space of Dataset Condensation Shitong Shao Zikai Zhou Huanran Chen Zhiqiang Shen DD 54 7 0 20 Jan 2025