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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
Hybrid Distillation: Connecting Masked Autoencoders with Contrastive Learners Bowen Shi Xiaopeng Zhang Yaoming Wang Jin Li Wenrui Dai Junni Zou H. Xiong Qi Tian 99 4 0 28 Jun 2023
Semantic Positive Pairs for Enhancing Visual Representation Learning of Instance Discrimination Methods Mohammad Alkhalefi Georgios Leontidis Min Zhong SSL 213 2 0 28 Jun 2023
A generic self-supervised learning (SSL) framework for representation learning from spectra-spatial feature of unlabeled remote sensing imagery Xin Zhang Liangxiu Han SSL 99 3 0 27 Jun 2023
PoseDiffusion: Solving Pose Estimation via Diffusion-aided Bundle Adjustment Jianyuan Wang Christian Rupprecht David Novotny DiffM 106 83 0 27 Jun 2023
CellViT: Vision Transformers for Precise Cell Segmentation and Classification Fabian Horst Moritz Rempe Lukas Heine C. Seibold J. Keyl ... S. Ugurel J. Siveke Barbara Grünwald Jan Egger Jens Kleesiek MedIm ViT 87 111 0 27 Jun 2023
MIMIC: Masked Image Modeling with Image Correspondences Kalyani Marathe Mahtab Bigverdi Nishat Khan Tuhin Kundu Patrick Howe Sharan Ranjit S Anand Bhattad Aniruddha Kembhavi Linda G. Shapiro Ranjay Krishna 67 0 0 27 Jun 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 95 3 0 26 Jun 2023
Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection T. Doan Xin Li Sima Behpour Wenbin He Liangke Gou Liu Ren 101 7 0 25 Jun 2023
Elephants and Algorithms: A Review of the Current and Future Role of AI in Elephant Monitoring Leandra L. Brickson F. Vollrath A. Titus 68 14 0 23 Jun 2023
LightGlue: Local Feature Matching at Light Speed Philipp Lindenberger Paul-Edouard Sarlin Marc Pollefeys 3DV VLM 132 454 0 23 Jun 2023
OpenMask3D: Open-Vocabulary 3D Instance Segmentation Ayca Takmaz Elisabetta Fedele R. Sumner Marc Pollefeys F. Tombari Francis Engelmann ISeg VLM 95 173 0 23 Jun 2023
Scaling MLPs: A Tale of Inductive Bias Gregor Bachmann Sotiris Anagnostidis Thomas Hofmann 110 39 0 23 Jun 2023
Manifold Contrastive Learning with Variational Lie Group Operators Kion Fallah Alec Helbling Kyle A. Johnsen Christopher Rozell SSL DRL 81 1 0 23 Jun 2023
3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation Shizhan Gong Yuan Zhong Wenao Ma Jinpeng Li Zhao Wang Jingyang Zhang Pheng-Ann Heng Qi Dou MedIm 51 80 0 23 Jun 2023
Patch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation Learning Shaofeng Zhang Feng Zhu Rui Zhao Junchi Yan 89 18 0 23 Jun 2023
A Sparse Graph Formulation for Efficient Spectral Image Segmentation Rahul Palnitkar J. F. R. Neto 82 1 0 22 Jun 2023
Blended-NeRF: Zero-Shot Object Generation and Blending in Existing Neural Radiance Fields Ori Gordon Omri Avrahami Dani Lischinski DiffM 80 22 0 22 Jun 2023
TaCA: Upgrading Your Visual Foundation Model with Task-agnostic Compatible Adapter Binjie Zhang Yixiao Ge Xuyuan Xu Ying Shan Mike Zheng Shou 94 8 0 22 Jun 2023
DreamEdit: Subject-driven Image Editing Tianle Li Max Ku Cong Wei Wenhu Chen EGVM 83 29 0 22 Jun 2023
Iterated Piecewise Affine (IPA) Approximation for Language Modeling Davood Shamsi Wenhui Hua Brian Williams 54 0 0 21 Jun 2023
Inter-Instance Similarity Modeling for Contrastive Learning Chen Shen Dawei Liu Hao Tang Zhe Qu Jianxin Wang SSL 79 7 0 21 Jun 2023
Continual Learners are Incremental Model Generalizers Jaehong Yoon Sung Ju Hwang Yu Cao CLL 86 5 0 21 Jun 2023
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching D. M. Nguyen Hoang Nguyen Nghiem Tuong Diep Tan Ngoc Pham T. Cao ... Nhat Ho Shadi Albarqouni P. Xie Daniel Sonntag Mathias Niepert VLM MedIm 145 55 0 20 Jun 2023
HomeRobot: Open-Vocabulary Mobile Manipulation Sriram Yenamandra A. Ramachandran Karmesh Yadav Austin S. Wang Mukul Khanna ... Devendra Singh Chaplot Dhruv Batra Roozbeh Mottaghi Yonatan Bisk Chris Paxton LM&Ro 135 83 0 20 Jun 2023
Multi-task Collaborative Pre-training and Individual-adaptive-tokens Fine-tuning: A Unified Framework for Brain Representation Learning Ning Jiang Gongshu Wang Tianyi Yan CLL 64 0 0 20 Jun 2023
Quilt-1M: One Million Image-Text Pairs for Histopathology Wisdom O. Ikezogwo M. S. Seyfioglu Fatemeh Ghezloo Dylan Stefan Chan Geva Fatwir Sheikh Mohammed Pavan Kumar Anand Ranjay Krishna Linda G. Shapiro CLIP VLM 349 126 0 20 Jun 2023
ExpPoint-MAE: Better interpretability and performance for self-supervised point cloud transformers Ioannis Romanelis Vlassis Fotis Konstantinos Moustakas Adrian Munteanu ViT 3DPC 121 4 0 19 Jun 2023
Categories of Response-Based, Feature-Based, and Relation-Based Knowledge Distillation Chuanguang Yang Xinqiang Yu Zhulin An Yongjun Xu VLM OffRL 196 27 0 19 Jun 2023
RedMotion: Motion Prediction via Redundancy Reduction Royden Wagner Omer Sahin Tas Marvin Klemp Carlos Fernandez Lopez Christoph Stiller 193 8 0 19 Jun 2023
Enhanced Masked Image Modeling for Analysis of Dental Panoramic Radiographs A. Almalki Longin Jan Latecki MedIm 35 4 0 18 Jun 2023
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing Kai Zhang Lingbo Mo Wenhu Chen Huan Sun Yu-Chuan Su EGVM 226 277 0 16 Jun 2023
Group Orthogonalization Regularization For Vision Models Adaptation and Robustness Yoav Kurtz Noga Bar Raja Giryes 60 0 0 16 Jun 2023
Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models Geon Yeong Park Jeongsol Kim Beomsu Kim Sang Wan Lee Jong Chul Ye DiffM 76 22 0 16 Jun 2023
A Hierarchical Bayesian Model for Deep Few-Shot Meta Learning Minyoung Kim Timothy M. Hospedales BDL 63 0 0 16 Jun 2023
MedFMC: A Real-world Dataset and Benchmark For Foundation Model Adaptation in Medical Image Classification Dequan Wang Xiaosong Wang Lilong Wang Mengzhang Li Q. Da ... Qi Duan Jie Zhao Kang Li Yu Qiao Shaoting Zhang VLM MedIm 83 36 0 16 Jun 2023
Out of Distribution Generalization via Interventional Style Transfer in Single-Cell Microscopy Wolfgang M. Pernice Michael Doron A. Quach Aditya Pratapa Sultan Kenjeyev N. Veaux Michio Hirano Juan C. Caicedo OOD 43 7 0 15 Jun 2023
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models You-Chen Liu Lingdong Kong Jun Cen Runnan Chen Wenwei Zhang Liang Pan Kai-xiang Chen Ziwei Liu 80 91 0 15 Jun 2023
Rosetta Neurons: Mining the Common Units in a Model Zoo Amil Dravid Yossi Gandelsman Alexei A. Efros Assaf Shocher 80 31 0 15 Jun 2023
Evaluating Data Attribution for Text-to-Image Models Sheng-Yu Wang Alexei A. Efros Jun-Yan Zhu Richard Y. Zhang TDI 94 33 0 15 Jun 2023
DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data Stephanie Fu Netanel Y. Tamir Shobhita Sundaram Lucy Chai Richard Y. Zhang Tali Dekel Phillip Isola EGVM 100 123 0 15 Jun 2023
ArtFusion: Controllable Arbitrary Style Transfer using Dual Conditional Latent Diffusion Models Da Chen DiffM 86 4 0 15 Jun 2023
Single-Stage Visual Query Localization in Egocentric Videos Hanwen Jiang Santhosh Kumar Ramakrishnan Kristen Grauman 108 15 0 15 Jun 2023
Neural Fine-Tuning Search for Few-Shot Learning Panagiotis Eustratiadis Łukasz Dudziak Da Li Timothy M. Hospedales 77 4 0 15 Jun 2023
Robustness Analysis on Foundational Segmentation Models Madeline Chantry Schiappa Shehreen Azad V. Sachidanand Yunhao Ge O. Mikšík Yogesh S Rawat Vibhav Vineet OOD VLM AAML 73 9 0 15 Jun 2023
A Comparison of Self-Supervised Pretraining Approaches for Predicting Disease Risk from Chest Radiograph Images Yanru Chen Michael T Lu V. Raghu SSL 97 0 0 15 Jun 2023
Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoder Jiafan Zhuang Luyang Luo Hao Chen 88 11 0 15 Jun 2023
InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models Yingheng Wang Yair Schiff Aaron Gokaslan Weishen Pan Fei Wang Chris De Sa Volodymyr Kuleshov DiffM 112 41 0 14 Jun 2023
EPIC Fields: Marrying 3D Geometry and Video Understanding Vadim Tschernezki Ahmad Darkhalil Zhifan Zhu David Fouhey Iro Laina Diane Larlus Dima Damen Andrea Vedaldi EgoV 101 34 0 14 Jun 2023
EM-Network: Oracle Guided Self-distillation for Sequence Learning J. Yoon Sunghwan Ahn Hyeon Seung Lee Minchan Kim Seokhwan Kim N. Kim VLM 90 2 0 14 Jun 2023
GeneCIS: A Benchmark for General Conditional Image Similarity S. Vaze Nicolas Carion Ishan Misra VLM DiffM 102 30 0 13 Jun 2023