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Emerging Properties in Self-Supervised Vision Transformers

29 April 2021

Papers citing "Emerging Properties in Self-Supervised Vision Transformers"

50 / 4,175 papers shown

Title
Snuffy: Efficient Whole Slide Image Classifier Hossein Jafarinia Alireza Alipanah Danial Hamdi Saeed Razavi Nahal Mirzaie M. Rohban 3DH 94 2 0 15 Aug 2024
Whitening Consistently Improves Self-Supervised Learning András Kalapos Bálint Gyires-Tóth SSL 82 0 0 14 Aug 2024
MagicFace: Training-free Universal-Style Human Image Customized Synthesis Yibin Wang Weizhong Zhang Cheng Jin DiffM 104 3 0 14 Aug 2024
CNN-JEPA: Self-Supervised Pretraining Convolutional Neural Networks Using Joint Embedding Predictive Architecture András Kalapos Bálint Gyires-Tóth 110 2 0 14 Aug 2024
Attention-Guided Perturbation for Unsupervised Image Anomaly Detection Tingfeng Huang Yuxuan Cheng Jingbo Xia Rui Yu Yuxuan Cai Jinhai Xiang Xinwei He AAML 256 0 0 14 Aug 2024
ReCLIP++: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation Jingyun Wang Guoliang Kang VLM SSL 103 7 0 13 Aug 2024
DiffLoRA: Generating Personalized Low-Rank Adaptation Weights with Diffusion Yujia Wu Yiming Shi Jiwei Wei Chengwei Sun Yuyang Zhou Yang Yang Heng Tao Shen 88 3 0 13 Aug 2024
SlotLifter: Slot-guided Feature Lifting for Learning Object-centric Radiance Fields Yu Liu Baoxiong Jia Yixin Chen Siyuan Huang OCL 148 5 0 13 Aug 2024
Masked Image Modeling: A Survey Vlad Hondru Florinel-Alin Croitoru Shervin Minaee Radu Tudor Ionescu N. Sebe 189 8 0 13 Aug 2024
A Review of Pseudo-Labeling for Computer Vision Patrick Kage Jay C. Rothenberger Pavlos Andreadis Dimitrios I. Diochnos VLM 128 7 0 13 Aug 2024
FruitNeRF: A Unified Neural Radiance Field based Fruit Counting Framework Lukas Meyer Andreas Gilson Ute Schmid Marc Stamminger 61 13 0 12 Aug 2024
Unseen No More: Unlocking the Potential of CLIP for Generative Zero-shot HOI Detection Yixin Guo Yu Liu Jianghao Li Weimin Wang Qi Jia VLM 93 2 0 12 Aug 2024
Multi-scale Contrastive Adaptor Learning for Segmenting Anything in Underperformed Scenes Ke Zhou Zhongwei Qiu Dongmei Fu VLM 70 3 0 12 Aug 2024
Deep Multimodal Collaborative Learning for Polyp Re-Identification Suncheng Xiang Jincheng Li Yaqi Wang Shilun Cai Jiale Guan Xiaobo Li 66 0 0 12 Aug 2024
HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training Fenghe Tang Ronghao Xu Qingsong Yao Xueming Fu Quan Quan Heqin Zhu Zaiyi Liu S. Kevin Zhou SSL MedIm 107 3 0 11 Aug 2024
ZePo: Zero-Shot Portrait Stylization with Faster Sampling Jin Liu Huaibo Huang Jie Cao Ran He DiffM 80 2 0 10 Aug 2024
PersonViT: Large-scale Self-supervised Vision Transformer for Person Re-Identification Bin Hu Xinggang Wang Wenyu Liu ViT 100 4 0 10 Aug 2024
UNIC: Universal Classification Models via Multi-teacher Distillation Mert Bulent Sariyildiz Philippe Weinzaepfel Thomas Lucas Diane Larlus Yannis Kalantidis 131 7 0 09 Aug 2024
In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation Dahyun Kang Minsu Cho ObjD VLM 140 11 0 09 Aug 2024
BRAT: Bonus oRthogonAl Token for Architecture Agnostic Textual Inversion James Baker 67 1 0 08 Aug 2024
AggSS: An Aggregated Self-Supervised Approach for Class-Incremental Learning Jayateja Kalla Soma Biswas SSL 78 0 0 08 Aug 2024
M2EF-NNs: Multimodal Multi-instance Evidence Fusion Neural Networks for Cancer Survival Prediction Hui Luo Jiashuang Huang Hengrong Ju Tianyi Zhou Weiping Ding 76 0 0 08 Aug 2024
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts Hongjun Wang S. Vaze Kai Han 159 5 0 08 Aug 2024
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine Yunfei Xie Ce Zhou Lang Gao Juncheng Wu Xianhang Li ... Sheng Liu Lei Xing James Zou Cihang Xie Yuyin Zhou LM&MA MedIm 180 32 0 06 Aug 2024
Multistain Pretraining for Slide Representation Learning in Pathology Guillaume Jaume Anurag J. Vaidya Andrew Zhang Andrew H. Song Richard J. Chen S. Sahai Dandan Mo Emilio Madrigal L. Le Faisal Mahmood 109 14 0 05 Aug 2024
From Recognition to Prediction: Leveraging Sequence Reasoning for Action Anticipation Xin Liu Chao Hao Zitong Yu Huanjing Yue Jingyu Yang 63 1 0 05 Aug 2024
SelfBC: Self Behavior Cloning for Offline Reinforcement Learning Shirong Liu Chenjia Bai Zixian Guo Hao Zhang Gaurav Sharma Yang Liu OffRL 105 3 0 04 Aug 2024
Deep Spectral Methods for Unsupervised Ultrasound Image Interpretation Oleksandra Tmenova Yordanka Velikova Mahdi Saleh Nassir Navab 56 0 0 04 Aug 2024
Unsupervised Representation Learning by Balanced Self Attention Matching Daniel Shalam Simon Korman SSL 102 0 0 04 Aug 2024
Masked Angle-Aware Autoencoder for Remote Sensing Images Zhihao Li B. Hou Siteng Ma Zitong Wu Xianpeng Guo Bo Ren Licheng Jiao 132 13 0 04 Aug 2024
Safe Semi-Supervised Contrastive Learning Using In-Distribution Data as Positive Examples Mingu Kwak Hyungu Kahng Seoung Bum Kim 83 0 0 03 Aug 2024
NuLite -- Lightweight and Fast Model for Nuclei Instance Segmentation and Classification C. Tommasino Cristiano Russo A. M. Rinaldi 76 1 0 03 Aug 2024
Downstream Transfer Attack: Adversarial Attacks on Downstream Models with Pre-trained Vision Transformers Weijie Zheng Xingjun Ma Hanxun Huang Zuxuan Wu Yu-Gang Jiang AAML 102 0 0 03 Aug 2024
Bayesian Active Learning for Semantic Segmentation Sima Didari Wenjun Hu Jae Oh Woo Heng Hao Hankyu Moon Seungjai Min 125 1 0 03 Aug 2024
PC $^2$ : Pseudo-Classification Based Pseudo-Captioning for Noisy Correspondence Learning in Cross-Modal Retrieval Yue Duan Zhangxuan Gu ZhenZhe Ying Wei Li Yu Zhang Zibin Zheng 52 2 0 02 Aug 2024
POA: Pre-training Once for Models of All Sizes Yingying Zhang Xin Guo Jiangwei Lao Lei Yu Lixiang Ru Jian Wang Guo Ye Huimei He Jingdong Chen Ming Yang 169 1 0 02 Aug 2024
Rethinking Pre-Trained Feature Extractor Selection in Multiple Instance Learning for Whole Slide Image Classification Bryan Wong MunYong Yi Mun Yong Yi VLM 107 0 0 02 Aug 2024
Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology Eric Zimmermann Eugene Vorontsov Julian Viret Adam Casson Michal Zelechowski ... Razik Yousfi Thomas J. Fuchs Nicolò Fusi Siqi Liu Kristen Severson MedIm 108 39 0 01 Aug 2024
Scaling Backwards: Minimal Synthetic Pre-training? Ryo Nakamura Ryu Tadokoro Ryosuke Yamada Tim Puhlfürß Iro Laina Christian Rupprecht Walid Maalej Rio Yokota Hirokatsu Kataoka DD 90 4 0 01 Aug 2024
SF3D: Stable Fast 3D Mesh Reconstruction with UV-unwrapping and Illumination Disentanglement Mark Boss Zixuan Huang Aaryaman Vasishta Varun Jampani 3DGS 153 36 0 01 Aug 2024
Privacy-preserving datasets by capturing feature distributions with Conditional VAEs Francesco Di Salvo David Tafler Sebastian Doerrich Christian Ledig CML 67 0 0 01 Aug 2024
Adapting Skills to Novel Grasps: A Self-Supervised Approach Georgios Papagiannis Kamil Dreczkowski Vitalis Vosylius Arno Solin SSL 88 1 0 31 Jul 2024
Localized Gaussian Splatting Editing with Contextual Awareness Hanyuan Xiao Yingshu Chen Huajian Huang Haolin Xiong Jing Yang P. Prasad Yajie Zhao 3DGS DiffM 93 4 0 31 Jul 2024
EUDA: An Efficient Unsupervised Domain Adaptation via Self-Supervised Vision Transformer Ali Abedi Q. M. Jonathan Wu Ning Zhang Farhad Pourpanah 76 2 0 31 Jul 2024
Segment Anything for Videos: A Systematic Survey Chunhui Zhang Yawen Cui Weilin Lin Guanjie Huang Yan Rong Li Liu Shiguang Shan VLM 86 8 0 31 Jul 2024
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey Atsuyuki Miyai Jingkang Yang Jingyang Zhang Yifei Ming Sisir Dhakal ... Yixuan Li Hai "Helen" Li Ziwei Liu Toshihiko Yamasaki Kiyoharu Aizawa 135 13 0 31 Jul 2024
Embedding Space Selection for Detecting Memorization and Fingerprinting in Generative Models Jack He Jianxing Zhao Andrew Bai Cho-Jui Hsieh 139 0 0 30 Jul 2024
Autogenic Language Embedding for Coherent Point Tracking Zikai Song Ying Tang Run Luo Lintao Ma Junqing Yu Yi-Ping Phoebe Chen Wei Yang 135 4 0 30 Jul 2024
Dense Self-Supervised Learning for Medical Image Segmentation Maxime Seince Loic Le Folgoc Luiz Augusto Facury de Souza Elsa Angelini SSL 70 0 0 29 Jul 2024
Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities Lorenzo Baraldi Federico Cocchi Marcella Cornia Lorenzo Baraldi Alessandro Nicolosi Rita Cucchiara 90 10 0 29 Jul 2024