ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders

2 January 2023

In So Kweon

Papers citing "ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders"

50 / 325 papers shown

Title
Simple Baselines for Projection-based Full-reference and No-reference Point Cloud Quality Assessment Zicheng Zhang Yingjie Zhou Wei Sun Xiongkuo Min Guangtao Zhai 3DPC 11 6 0 26 Oct 2023
Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models Florian Schmid Khaled Koutini Gerhard Widmer 16 11 0 24 Oct 2023
Implicit meta-learning may lead language models to trust more reliable sources Dmitrii Krasheninnikov Egor Krasheninnikov Bruno Mlodozeniec Tegan Maharaj David M. Krueger 26 3 0 23 Oct 2023
Unsupervised Pre-Training Using Masked Autoencoders for ECG Analysis Guoxin Wang Qingyuan Wang Ganesh Neelakanta Iyer A. Nag Deepu John SyDa 17 4 0 17 Oct 2023
Self supervised convolutional kernel based handcrafted feature harmonization: Enhanced left ventricle hypertension disease phenotyping on echocardiography Jina Lee Youngtaek Hong D. Jeong Yeonggul Jang Jaeik Jeon ... Taekgeun Jung Y. Yoon Inki Moon Seung-Ah Lee Hyuk-Jae Chang 20 0 0 13 Oct 2023
Does resistance to style-transfer equal Global Shape Bias? Measuring network sensitivity to global shape configuration Ziqi Wen Tianqin Li Zhi Jing Tai Sing Lee OOD 18 0 0 11 Oct 2023
Enhancing Representations through Heterogeneous Self-Supervised Learning Zhongyu Li Bo-Wen Yin Yongxiang Liu Li Liu Ming-Ming Cheng SSL 23 2 0 08 Oct 2023
Cross-Task Data Augmentation by Pseudo-label Generation for Region Based Coronary Artery Instance Segmentation Sandesh Pokhrel Sanjay Bhandari Eduard Vazquez Y. Shrestha Binod Bhattarai 20 0 0 08 Oct 2023
CAD Models to Real-World Images: A Practical Approach to Unsupervised Domain Adaptation in Industrial Object Classification Dennis Ritter Mike Hemberger Marc Hönig Volker Stopp Erik Rodner Kristian Hildebrand 29 0 0 07 Oct 2023
ConvNeXtv2 Fusion with Mask R-CNN for Automatic Region Based Coronary Artery Stenosis Detection for Disease Diagnosis Sandesh Pokhrel Sanjay Bhandari Eduard Vazquez Y. Shrestha Binod Bhattarai MedIm 9 2 0 07 Oct 2023
AI-based automated active learning for discovery of hidden dynamic processes: A use case in light microscopy Nils Friederich Angelo Jovin Yamachui Sitcheu Oliver Neumann Süheyla Eroglu-Kayikçi Roshan Prizak Lennart Hilbert Ralf Mikut 26 2 0 05 Oct 2023
Towards Training Without Depth Limits: Batch Normalization Without Gradient Explosion Alexandru Meterez Amir Joudaki Francesco Orabona Alexander Immer Gunnar Rätsch Hadi Daneshmand 24 8 0 03 Oct 2023
How Many Views Are Needed to Reconstruct an Unknown Object Using NeRF? Sicong Pan Liren Jin Hao-Feng Hu Marija Popović Maren Bennewitz 34 12 0 01 Oct 2023
Gold-YOLO: Efficient Object Detector via Gather-and-Distribute Mechanism Chengcheng Wang Wei He Ying Nie Jianyuan Guo Chuanjian Liu Kai Han Yunhe Wang ObjD 27 204 0 20 Sep 2023
RevColV2: Exploring Disentangled Representations in Masked Image Modeling Qi Han Yuxuan Cai Xiangyu Zhang 33 7 0 02 Sep 2023
Robust Principles: Architectural Design Principles for Adversarially Robust CNNs Sheng-Hsuan Peng Weilin Xu Cory Cornelius Matthew Hull Kevin Li Rahul Duggal Mansi Phute Jason Martin Duen Horng Chau AAML 13 46 0 30 Aug 2023
HGDNet: A Height-Hierarchy Guided Dual-Decoder Network for Single View Building Extraction and Height Estimation Chao Lu Ningning Cao Pan Zhang Ting Liu Baochai Peng Guozhang Liu Mengke Yuan Sen Zhang Simin Huang Tao Wang 3DV 14 4 0 10 Aug 2023
Fine-grained building roof instance segmentation based on domain adapted pretraining and composite dual-backbone Guozhang Liu Baochai Peng Ting Liu Pan Zhang Mengke Yuan Chao Lu Ningning Cao Sen Zhang Simin Huang Tao Wang 10 3 0 10 Aug 2023
High-Level Parallelism and Nested Features for Dynamic Inference Cost and Top-Down Attention A. Kelm Niels Hannemann Bruno Heberle Lucas Schmidt Tim Rolff Christian Wilms Ehsan Yaghoubi Simone Frintrop 15 0 0 09 Aug 2023
Revealing the Underlying Patterns: Investigating Dataset Similarity, Performance, and Generalization Akshit Achara R. Pandey SSL 39 0 0 07 Aug 2023
Strip-MLP: Efficient Token Interaction for Vision MLP Guiping Cao Shengda Luo Wen-Fong Huang X. Lan D. Jiang Yaowei Wang Jianguo Zhang 28 10 0 21 Jul 2023
RetouchingFFHQ: A Large-scale Dataset for Fine-grained Face Retouching Detection Qichao Ying Jiaxin Liu Sheng Li Haisheng Xu Zhenxing Qian Xinpeng Zhang CVBM 22 7 0 20 Jul 2023
Watch out Venomous Snake Species: A Solution to SnakeCLEF2023 Feiran Hu P. Wang Yangyang Li Chenlong Duan Zijian Zhu Fei Wang Faen Zhang Yong Li Xiu-Shen Wei 24 6 0 19 Jul 2023
NTIRE 2023 Quality Assessment of Video Enhancement Challenge Xiaohong Liu Xiongkuo Min Wei Sun Yulun Zhang K. Zhang ... Te Shi Azadeh Mansouri Hossein Motamednia Amirhossein Bakhtiari Ahmad Mahmoudi-Aznaveh 25 18 0 19 Jul 2023
Light-Weight Vision Transformer with Parallel Local and Global Self-Attention Nikolas Ebert Laurenz Reichardt D. Stricker Oliver Wasenmüller ViT 14 2 0 18 Jul 2023
DreamTeacher: Pretraining Image Backbones with Deep Generative Models Daiqing Li Huan Ling Amlan Kar David Acuna Seung Wook Kim Karsten Kreis Antonio Torralba Sanja Fidler VLM DiffM 17 26 0 14 Jul 2023
Transformers in Reinforcement Learning: A Survey Pranav Agarwal A. Rahman P. St-Charles Simon J. D. Prince Samira Ebrahimi Kahou OffRL 24 18 0 12 Jul 2023
SVDM: Single-View Diffusion Model for Pseudo-Stereo 3D Object Detection Yuguang Shi DiffM 29 0 0 05 Jul 2023
Q-YOLO: Efficient Inference for Real-time Object Detection Mingze Wang H. Sun Jun Shi Xuhui Liu Baochang Zhang Xianbin Cao ObjD 28 8 0 01 Jul 2023
GMS-3DQA: Projection-based Grid Mini-patch Sampling for 3D Model Quality Assessment Zicheng Zhang Wei Sun H. Wu Yingjie Zhou Chunyi Li Xiongkuo Min Guangtao Zhai Weisi Lin 15 33 0 09 Jun 2023
R-MAE: Regions Meet Masked Autoencoders Duy-Kien Nguyen Vaibhav Aggarwal Yanghao Li Martin R. Oswald Alexander Kirillov Cees G. M. Snoek Xinlei Chen TPM 23 11 0 08 Jun 2023
A Task-driven Network for Mesh Classification and Semantic Part Segmentation Qiujie Dong Xiaoran Gong Rui-Xue Xu Zixiong Wang Shuangmin Chen Shiqing Xin Changhe Tu Wenping Wang AI4CE 20 2 0 08 Jun 2023
Overcoming the Stability Gap in Continual Learning Md Yousuf Harun Christopher Kanan AI4CE 30 11 0 02 Jun 2023
Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles Chaitanya K. Ryali Yuan-Ting Hu Daniel Bolya Chen Wei Haoqi Fan ... Omid Poursaeed Judy Hoffman Jitendra Malik Yanghao Li Christoph Feichtenhofer 3DH 43 159 0 01 Jun 2023
Are Large Kernels Better Teachers than Transformers for ConvNets? Tianjin Huang Lu Yin Zhenyu (Allen) Zhang Lijuan Shen Meng Fang Mykola Pechenizkiy Zhangyang Wang Shiwei Liu 30 13 0 30 May 2023
VanillaKD: Revisit the Power of Vanilla Knowledge Distillation from Small Scale to Large Scale Zhiwei Hao Jianyuan Guo Kai Han Han Hu Chang Xu Yunhe Wang 30 16 0 25 May 2023
A multimodal method based on cross-attention and convolution for postoperative infection diagnosis Xianjie Liu Hon-Yi Shi 19 0 0 23 May 2023
VanillaNet: the Power of Minimalism in Deep Learning Hanting Chen Yunhe Wang Jianyuan Guo Dacheng Tao VLM 34 85 0 22 May 2023
An Inverse Scaling Law for CLIP Training Xianhang Li Zeyu Wang Cihang Xie VLM CLIP 40 54 0 11 May 2023
Breaking Through the Haze: An Advanced Non-Homogeneous Dehazing Method based on Fast Fourier Convolution and ConvNeXt Han Zhou Weida Dong Yangyi Liu Jun Chen 35 18 0 08 May 2023
Training Large Scale Polynomial CNNs for E2E Inference over Homomorphic Encryption Moran Baruch Nir Drucker Gilad Ezov Yoav Goldberg Eyal Kushnir Jenny Lerner Omri Soceanu Itamar Zimerman 49 6 0 26 Apr 2023
Advancing Ischemic Stroke Diagnosis: A Novel Two-Stage Approach for Blood Clot Origin Identification Koushik Sivarama Krishnan P. J. J. Nikesh Swathi Gnanasekar Karthik Sivarama Krishnan 19 0 0 26 Apr 2023
Objectives Matter: Understanding the Impact of Self-Supervised Objectives on Vision Transformer Representations Shashank Shekhar Florian Bordes Pascal Vincent Ari S. Morcos 16 10 0 25 Apr 2023
Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation Junde Wu Rao Fu Yuanpei Liu Huihui Fang Zhao-Yang Wang Yanwu Xu Yueming Jin VLM MedIm 39 464 0 25 Apr 2023
A Cookbook of Self-Supervised Learning Randall Balestriero Mark Ibrahim Vlad Sobal Ari S. Morcos Shashank Shekhar ... Pierre Fernandez Amir Bar Hamed Pirsiavash Yann LeCun Micah Goldblum SyDa FedML SSL 44 273 0 24 Apr 2023
DeepReShape: Redesigning Neural Networks for Efficient Private Inference N. Jha Brandon Reagen 28 10 0 20 Apr 2023
Surveillance Face Presentation Attack Detection Challenge Hao Fang Ajian Liu Jun Wan Sergio Escalera Hugo Jair Escalante Zhen Lei CVBM AAML 21 12 0 15 Apr 2023
The Second Monocular Depth Estimation Challenge Jaime Spencer Chao Qian Michaela Trescakova Chris Russell Simon Hadfield ... Guangkai Xu Wei Yin Jun Yu Qi Zhang Chaoqiang Zhao MDE 25 11 0 14 Apr 2023
Dynamic Mobile-Former: Strengthening Dynamic Convolution with Attention and Residual Connection in Kernel Space Seokju Yun Youngmin Ro ViT 21 2 0 13 Apr 2023
Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results Dong Wang J. Guo Qiqi Shao Haochi He Zhian Chen ... Sergio Escalera Hugo Jair Escalante Lei Zhen Jun Wan Jiankang Deng CVBM AAML 9 11 0 12 Apr 2023