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Emerging Properties in Self-Supervised Vision Transformers

29 April 2021

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

50 / 4,176 papers shown

Title
The Chosen One: Consistent Characters in Text-to-Image Diffusion Models Omri Avrahami Amir Hertz Yael Vinker Moab Arar Shlomi Fruchter Ohad Fried Daniel Cohen-Or Dani Lischinski DiffM 127 36 0 16 Nov 2023
Emu Edit: Precise Image Editing via Recognition and Generation Tasks Shelly Sheynin Adam Polyak Uriel Singer Yuval Kirstain Amit Zohar Oron Ashual Devi Parikh Yaniv Taigman 89 153 0 16 Nov 2023
From Pretext to Purpose: Batch-Adaptive Self-Supervised Learning Jiansong Zhang Linlin Shen Peizhong Liu SSL 57 0 0 16 Nov 2023
Selection of Distinct Morphologies to Divide & Conquer Gigapixel Pathology Images A. Shafique Saghir Alfasly Areej Alsaafin Peyman Nejat Jibran A. Khan H. R. Tizhoosh 58 1 0 16 Nov 2023
DIFFNAT: Improving Diffusion Image Quality Using Natural Image Statistics Aniket Roy Maiterya Suin Anshul B. Shah Ketul Shah Jiang-Long Liu Rama Chellappa DiffM 83 4 0 16 Nov 2023
Improved TokenPose with Sparsity Anning Li ViT 78 0 0 16 Nov 2023
DMV3D: Denoising Multi-View Diffusion using 3D Large Reconstruction Model Yinghao Xu Hao Tan Fujun Luan Sai Bi Peng Wang ... Zifan Shi Kalyan Sunkavalli Gordon Wetzstein Zexiang Xu Kai Zhang 123 167 0 15 Nov 2023
FocalPose++: Focal Length and Object Pose Estimation via Render and Compare Martin Cífka Georgy Ponimatkin Yann Labbé Bryan C. Russell Mathieu Aubry Vladimir Petrik Josef Sivic 89 2 0 15 Nov 2023
Toulouse Hyperspectral Data Set: a benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques R. Thoreau Laurent Risser V. Achard Béatrice Berthelot X. Briottet 157 6 0 15 Nov 2023
Generalizable Imitation Learning Through Pre-Trained Representations Wei-Di Chang F. Hogan David Meger Gregory Dudek Gregory Dudek 108 1 0 15 Nov 2023
Rotation-Agnostic Image Representation Learning for Digital Pathology Saghir Alfasly A. Shafique Peyman Nejat Jibran A. Khan Areej Alsaafin Ghazal Alabtah H. R. Tizhoosh MedIm 95 9 0 14 Nov 2023
Processing and Segmentation of Human Teeth from 2D Images using Weakly Supervised Learning Tomáš Kunzo Viktor Kocur Lukás Gajdosech Martin Madaras 122 1 0 13 Nov 2023
ActiveDC: Distribution Calibration for Active Finetuning Wenshuai Xu Zhenhui Hu Yu Lu Jinzhou Meng Qingjie Liu Yunhong Wang 111 1 0 13 Nov 2023
LT-ViT: A Vision Transformer for multi-label Chest X-ray classification Umar Marikkar Sara Atito Muhammad Awais Adam Mahdi MedIm ViT 81 8 0 13 Nov 2023
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification Yunlong Zhang Honglin Li Yuxuan Sun Sunyi Zheng Chenglu Zhu Lin Yang 106 33 0 13 Nov 2023
Explainability of Vision Transformers: A Comprehensive Review and New Perspectives Rojina Kashefi Leili Barekatain Mohammad Sabokrou Fatemeh Aghaeipoor ViT 109 11 0 12 Nov 2023
Automatized Self-Supervised Learning for Skin Lesion Screening Julia Kharchenko S. Tanadini-Lang Q. Lohmeyer Mirko Meboldt N. Andratschke Ralph P. Braun Javier Barranco Garcia 62 4 0 11 Nov 2023
Unsupervised and semi-supervised co-salient object detection via segmentation frequency statistics Souradeep Chakraborty Shujon Naha M. Bastan Amit Kumar K C Dimitris Samaras 76 4 0 11 Nov 2023
Towards A Unified Neural Architecture for Visual Recognition and Reasoning Calvin Luo Boqing Gong Ting Chen Chen Sun OCL ObjD 54 1 0 10 Nov 2023
Learning Human Action Recognition Representations Without Real Humans Howard Zhong Samarth Mishra Donghyun Kim SouYoung Jin Yikang Shen Hildegard Kuehne Leonid Karlinsky Venkatesh Saligrama Aude Oliva Rogerio Feris 99 4 0 10 Nov 2023
Instant3D: Fast Text-to-3D with Sparse-View Generation and Large Reconstruction Model Jiahao Li Hao Tan Kai Zhang Zexiang Xu Fujun Luan Yinghao Xu Yicong Hong Kalyan Sunkavalli Greg Shakhnarovich Sai Bi 138 275 0 10 Nov 2023
Automatic Report Generation for Histopathology images using pre-trained Vision Transformers S. Sengupta Donald E. Brown VLM MedIm ViT 63 10 0 10 Nov 2023
Learning Contrastive Self-Distillation for Ultra-Fine-Grained Visual Categorization Targeting Limited Samples Ziye Fang Xin Jiang Hao Tang Zechao Li 92 14 0 10 Nov 2023
Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification Reza Esfandiarpoor Stephen H. Bach VLM 90 13 0 10 Nov 2023
A Practical Approach to Novel Class Discovery in Tabular Data Colin Troisemaine Alexandre Reiffers Stéphane Gosselin Vincent Lemaire Sandrine Vaton 92 1 0 09 Nov 2023
Self-similarity Prior Distillation for Unsupervised Remote Physiological Measurement Xinyu Zhang Weiyu Sun Hao Lu Ying-Cong Chen Yun Ge Xiaolin Huang Jie Yuan Yingcong Chen 55 2 0 09 Nov 2023
PersonMAE: Person Re-Identification Pre-Training with Masked AutoEncoders Hezhen Hu Xiaoyi Dong Jianmin Bao Dongdong Chen Lu Yuan Dong Chen Houqiang Li 103 6 0 08 Nov 2023
Autonomous Advanced Aerial Mobility -- An End-to-end Autonomy Framework for UAVs and Beyond Sakshi Mishra Praveen Palanisamy 98 16 0 08 Nov 2023
SS-MAE: Spatial-Spectral Masked Auto-Encoder for Multi-Source Remote Sensing Image Classification Junyan Lin Feng Gao Xiaochen Shi Junyu Dong Q. Du 94 52 0 08 Nov 2023
LRM: Large Reconstruction Model for Single Image to 3D Yicong Hong Kai Zhang Jiuxiang Gu Sai Bi Yang Zhou Difan Liu Feng Liu Kalyan Sunkavalli Trung Bui Hao Tan 3DV 3DH 211 454 0 08 Nov 2023
A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization Xingzhe He Zhiwen Cao Nicholas I. Kolkin Lantao Yu Kun Wan Helge Rhodin Ratheesh Kalarot 101 14 0 07 Nov 2023
A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis Dipanjyoti Paul A. Chowdhury Xinqi Xiong Feng-Ju Chang David Carlyn ... Daniel Rubenstein Charles V. Stewart Tanya Berger-Wolf Yu-Chuan Su Wei-Lun Chao ViT 103 18 0 07 Nov 2023
Multitask Multimodal Prompted Training for Interactive Embodied Task Completion Georgios Pantazopoulos Malvina Nikandrou Amit Parekh Bhathiya Hemanthage Arash Eshghi Ioannis Konstas Verena Rieser Oliver Lemon Alessandro Suglia LM&Ro 82 7 0 07 Nov 2023
Multi-View Causal Representation Learning with Partial Observability Dingling Yao Danru Xu Sébastien Lachapelle Sara Magliacane Perouz Taslakian Georg Martius Julius von Kügelgen Francesco Locatello CML 163 37 0 07 Nov 2023
UP-NeRF: Unconstrained Pose-Prior-Free Neural Radiance Fields In-Ho Kim Minhyuk Choi Hyunwoo J. Kim 115 7 0 07 Nov 2023
Cross-Image Attention for Zero-Shot Appearance Transfer Yuval Alaluf Daniel Garibi Or Patashnik Hadar Averbuch-Elor Daniel Cohen-Or DiffM 98 80 0 06 Nov 2023
Asymmetric Masked Distillation for Pre-Training Small Foundation Models Zhiyu Zhao Bingkun Huang Sen Xing Gangshan Wu Yu Qiao Limin Wang 89 5 0 06 Nov 2023
CycleCL: Self-supervised Learning for Periodic Videos Matteo Destro Michael Gygli SSL 102 2 0 05 Nov 2023
The Background Also Matters: Background-Aware Motion-Guided Objects Discovery Sandra Kara Hejer Ammar Florian Chabot Quoc-Cuong Pham 93 3 0 05 Nov 2023
Mixed Models with Multiple Instance Learning Jan P. Engelmann Alessandro Palma Jakub M. Tomczak Fabian J Theis Francesco Paolo Casale 68 2 0 04 Nov 2023
Patch-based Selection and Refinement for Early Object Detection Tianyi Zhang Kishore Kasichainula Yaoxin Zhuo Baoxin Li Jae-sun Seo Yu Cao 82 5 0 03 Nov 2023
What Makes Pre-Trained Visual Representations Successful for Robust Manipulation? Kaylee Burns Zach Witzel Jubayer Ibn Hamid Tianhe Yu Chelsea Finn Karol Hausman OOD SSL 95 25 0 03 Nov 2023
EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision Jiawei Yang Boris Ivanovic Or Litany Xinshuo Weng Seung Wook Kim ... Tong Che Danfei Xu Sanja Fidler Marco Pavone Yue Wang 103 122 0 03 Nov 2023
A Simple and Efficient Baseline for Data Attribution on Images Vasu Singla Pedro Sandoval-Segura Micah Goldblum Jonas Geiping Tom Goldstein FAtt 100 4 0 03 Nov 2023
ProS: Facial Omni-Representation Learning via Prototype-based Self-Distillation Xing Di Yiyu Zheng Xiaoming Liu Yu Cheng 91 3 0 03 Nov 2023
Tuning-less Object Naming with a Foundation Model Andrej Lácny Pavel Petrovic VLM 58 0 0 03 Nov 2023
SemiGPC: Distribution-Aware Label Refinement for Imbalanced Semi-Supervised Learning Using Gaussian Processes Abdelhak Lemkhenter Manchen Wang Luca Zancato Gurumurthy Swaminathan Paolo Favaro Davide Modolo 110 0 0 03 Nov 2023
Towards Evaluating Transfer-based Attacks Systematically, Practically, and Fairly Qizhang Li Yiwen Guo Wangmeng Zuo Hao Chen ELM AAML 128 4 0 02 Nov 2023
FacadeNet: Conditional Facade Synthesis via Selective Editing Yiangos Georgiou Marios Loizou Tom Kelly Melinos Averkiou 57 0 0 02 Nov 2023
Concatenated Masked Autoencoders as Spatial-Temporal Learner Zhouqiang Jiang Bowen Wang Tong Xiang Zhaofeng Niu Hong Tang Guangshun Li Liangzhi Li 55 2 0 02 Nov 2023