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
ExEBench: Benchmarking Foundation Models on Extreme Earth Events Shan Zhao Zhitong Xiong Jie Zhao Xiao Xiang Zhu 16 0 0 13 May 2025
DepthFusion: Depth-Aware Hybrid Feature Fusion for LiDAR-Camera 3D Object Detection Mingqian Ji Jian Yang Shanshan Zhang 3DPC MDE 32 0 0 12 May 2025
Multi-band Frequency Reconstruction for Neural Psychoacoustic Coding Dianwen Ng Kun Zhou Yi-Wen Chao Zhiwei Xiong B. Ma E. Chng 23 0 0 12 May 2025
Deep Learning-Based Robust Optical Guidance for Hypersonic Platforms Adrien Chan-Hon-Tong A. Plyer Baptiste Cadalen Laurent Serre 16 0 0 09 May 2025
Achieving 3D Attention via Triplet Squeeze and Excitation Block Maan Alhazmi Abdulrahman Altahhan 16 0 0 09 May 2025
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP Hanxun Huang Sarah Monazam Erfani Yige Li Xingjun Ma James Bailey AAML 34 0 0 08 May 2025
OcularAge: A Comparative Study of Iris and Periocular Images for Pediatric Age Estimation Naveenkumar G. Venkataswamy Poorna Ravi Stephanie Schuckers Masudul H Imtiaz 39 0 0 08 May 2025
Deep residual learning with product units Ziyuan Li U. Jaekel B. Dellen 52 0 0 07 May 2025
Lightweight RGB-D Salient Object Detection from a Speed-Accuracy Tradeoff Perspective Songsong Duan Xi Yang Nannan Wang Xinbo Gao 50 0 0 07 May 2025
SwinLip: An Efficient Visual Speech Encoder for Lip Reading Using Swin Transformer Young-Hu Park R.-H. Park Hyung-Min Park 46 0 0 07 May 2025
DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception Junjie Wang Bin Chen Yulin Li Bin Kang Y. Chen Zhuotao Tian VLM 38 0 0 07 May 2025
ChannelExplorer: Exploring Class Separability Through Activation Channel Visualization Md Rahat-uz- Zaman Bei Wang Paul Rosen 17 0 0 06 May 2025
Panoramic Out-of-Distribution Segmentation Mengfei Duan Kailun Yang Y. Zhang Yihong Cao Fei Teng Kai Luo Jiaming Zhang Zhiyong Li Shutao Li 50 0 0 06 May 2025
The Inverse Drum Machine: Source Separation Through Joint Transcription and Analysis-by-Synthesis Bernardo Torres Geoffroy Peeters G. Richard 37 0 0 06 May 2025
Breaking Annotation Barriers: Generalized Video Quality Assessment via Ranking-based Self-Supervision Linhan Cao Wei Sun Kaiwei Zhang Yicong Peng Guangtao Zhai Xiongkuo Min 47 0 0 06 May 2025
Corner Cases: How Size and Position of Objects Challenge ImageNet-Trained Models Mishal Fatima Steffen Jung M. Keuper 28 0 0 06 May 2025
No Other Representation Component Is Needed: Diffusion Transformers Can Provide Representation Guidance by Themselves D. Jiang Mengmeng Wang Liuzhuozheng Li Lei Zhang Haoyu Wang Wei Wei Guang Dai Yanning Zhang Jingdong Wang DiffM 37 0 0 05 May 2025
Task-Oriented Semantic Communication in Large Multimodal Models-based Vehicle Networks Baoxia Du H. Du Dusit Niyato Ruidong Li 51 0 0 05 May 2025
Accelerating Volumetric Medical Image Annotation via Short-Long Memory SAM 2 Yuwen Chen Zafer Yildiz Qihang Li Yaqian Chen Haoyu Dong Hanxue Gu N. Konz Maciej Mazurowski MedIm VLM 34 0 0 03 May 2025
Diffusion-based Adversarial Purification from the Perspective of the Frequency Domain Gaozheng Pei Ke Ma Yingfei Sun Qianqian Xu Q. Huang DiffM 36 0 0 02 May 2025
Handling Label Noise via Instance-Level Difficulty Modeling and Dynamic Optimization Kuan Zhang Chengliang Chai Jingzhe Xu Chi Zhang Ye Yuan Guoren Wang Lei Cao NoLa 51 0 0 01 May 2025
ClassWise-CRF: Category-Specific Fusion for Enhanced Semantic Segmentation of Remote Sensing Imagery Qinfeng Zhu Yunxi Jiang Lei Fan 29 0 0 30 Apr 2025
DS_FusionNet: Dynamic Dual-Stream Fusion with Bidirectional Knowledge Distillation for Plant Disease Recognition Yanghui Song Chengfu Yang MedIm 31 0 0 29 Apr 2025
Gradient Attention Map Based Verification of Deep Convolutional Neural Networks with Application to X-ray Image Datasets Omid Halimi Milani Amanda Nikho Lauren Mills M. Tliba Ahmet Enis Cetin Mohammed H. Elnagar MedIm 31 0 0 29 Apr 2025
BARIS: Boundary-Aware Refinement with Environmental Degradation Priors for Robust Underwater Instance Segmentation Pin-Chi Pan Soo-Chang Pei 54 0 0 28 Apr 2025
Leveraging Neural Graph Compilers in Machine Learning Research for Edge-Cloud Systems Alireza Furutanpey Carmen Walser Philipp Raith P. Frangoudis Schahram Dustdar GNN NAI 83 0 0 28 Apr 2025
Mjölnir: A Deep Learning Parametrization Framework for Global Lightning Flash Density Minjong Cheon 33 0 0 28 Apr 2025
CapsFake: A Multimodal Capsule Network for Detecting Instruction-Guided Deepfakes Tuan Nguyen Naseem Khan Issa Khalil AAML 54 0 0 27 Apr 2025
HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding? Yusen Zhang Wenliang Zheng Aashrith Madasu Peng Shi Ryo Kamoi ... Ranran Haoran Zhang Avitej Iyer Renze Lou Wenpeng Yin Rui Zhang 63 0 0 25 Apr 2025
A BERT-Style Self-Supervised Learning CNN for Disease Identification from Retinal Images Xin Li Wenhui Zhu Peijie Qiu Oana Dumitrascu Amal Youssef Y. Wang SSL MedIm 87 0 0 25 Apr 2025
Examining the Impact of Optical Aberrations to Image Classification and Object Detection Models Patrick Müller Alexander Braun M. Keuper 50 0 0 25 Apr 2025
Group Downsampling with Equivariant Anti-aliasing Md Ashiqur Rahman Raymond A. Yeh 65 1 0 24 Apr 2025
Seeking Flat Minima over Diverse Surrogates for Improved Adversarial Transferability: A Theoretical Framework and Algorithmic Instantiation Meixi Zheng Kehan Wu Yanbo Fan Rui Huang Baoyuan Wu AAML 22 0 0 23 Apr 2025
MTSGL: Multi-Task Structure Guided Learning for Robust and Interpretable SAR Aircraft Recognition Qishan He Lingjun Zhao Ru Luo Siqian Zhang Lin Lei Kefeng Ji Gangyao Kuang 20 0 0 23 Apr 2025
Analytical Softmax Temperature Setting from Feature Dimensions for Model- and Domain-Robust Classification Tatsuhito Hasegawa Shunsuke Sakai 38 0 0 22 Apr 2025
Vision-Centric Representation-Efficient Fine-Tuning for Robust Universal Foreground Segmentation Guoyi Zhang Siyang Chen Guangsheng Xu Han Wang Xiaohu Zhang 29 0 0 20 Apr 2025
Multispectral airborne laser scanning for tree species classification: a benchmark of machine learning and deep learning algorithms Josef Taher Eric Hyyppä Matti Hyyppä Klaara Salolahti Xiaowei Yu ... Roope Näsi H. Hyyti Siiri Pyykkönen Peilun Hu Juha Hyyppa 14 0 0 19 Apr 2025
Exploring Modality Guidance to Enhance VFM-based Feature Fusion for UDA in 3D Semantic Segmentation Johannes Spoecklberger W. Lin Pedro Hermosilla Sivan Doveh Horst Possegger M. Jehanzeb Mirza 17 0 0 19 Apr 2025
CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning Yang Yue Yulin Wang Chenxin Tao Pan Liu Shiji Song Gao Huang MedIm 24 0 0 18 Apr 2025
BeetleVerse: A study on taxonomic classification of ground beetles S M Rayeed Alyson East Samuel Stevens Sydne Record Charles V. Stewart 16 0 0 18 Apr 2025
Perception Encoder: The best visual embeddings are not at the output of the network Daniel Bolya Po-Yao (Bernie) Huang Peize Sun Jang Hyun Cho Andrea Madotto ... Shiyu Dong Nikhila Ravi Daniel Li Piotr Dollár Christoph Feichtenhofer ObjD VOS 103 0 0 17 Apr 2025
Simplifying Graph Transformers Liheng Ma Soumyasundar Pal Yingxue Zhang Philip H. S. Torr Mark J. Coates 26 0 0 17 Apr 2025
SAR Object Detection with Self-Supervised Pretraining and Curriculum-Aware Sampling Yasin Almalioglu Andrzej Kucik Geoffrey French Dafni Antotsiou Alexander Adam Cedric Archambeau 16 0 0 17 Apr 2025
Adapting a World Model for Trajectory Following in a 3D Game Marko Tot Shu Ishida Abdelhak Lemkhenter David Bignell Pallavi Choudhury ... Tarun Gupta Darren Gehring Sam Devlin Sergio Valcarcel Macua Raluca Georgescu 38 0 0 16 Apr 2025
Comparative Evaluation of Radiomics and Deep Learning Models for Disease Detection in Chest Radiography Zhijin He Alan B. McMillan LM&MA 53 0 0 16 Apr 2025
3D Wavelet Convolutions with Extended Receptive Fields for Hyperspectral Image Classification Guandong Li M. Ye 19 2 0 15 Apr 2025
Deep Generative Model-Based Generation of Synthetic Individual-Specific Brain MRI Segmentations Ruijie Wang Luca Rossetto Susan Mérillat Christina Röcke Mike Martin Abraham Bernstein DiffM MedIm 51 0 0 15 Apr 2025
GFT: Gradient Focal Transformer Boris Kriuk Simranjit Kaur Gill Shoaib Aslam Amir Fakhrutdinov 29 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
X2BR: High-Fidelity 3D Bone Reconstruction from a Planar X-Ray Image with Hybrid Neural Implicit Methods Gokce Guven H. F. Ugurdag H. Ateş 16 0 0 11 Apr 2025