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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
Intelligent Grimm -- Open-ended Visual Storytelling via Latent Diffusion Models Chang-rui Liu Haoning Wu Yujie Zhong Xiaoyu Zhang Yanfeng Wang Weidi Xie DiffM VLM 154 44 0 01 Jun 2023
ViCo: Plug-and-play Visual Condition for Personalized Text-to-image Generation Shaozhe Hao Kai Han Shihao Zhao Kwan-Yee K. Wong 88 10 0 01 Jun 2023
STEVE-1: A Generative Model for Text-to-Behavior in Minecraft Shalev Lifshitz Keiran Paster Harris Chan Jimmy Ba Sheila A. McIlraith LM&Ro 139 76 0 01 Jun 2023
A Probabilistic Relaxation of the Two-Stage Object Pose Estimation Paradigm Onur Beker 3DV 49 0 0 01 Jun 2023
Learning Disentangled Prompts for Compositional Image Synthesis Kihyuk Sohn Albert Eaton Shaw Yuan Hao Han Zhang Luisa F. Polanía Huiwen Chang Lu Jiang Irfan Essa VLM 63 8 0 01 Jun 2023
Rotating Features for Object Discovery Sindy Löwe Phillip Lippe Francesco Locatello Max Welling OCL 132 28 0 01 Jun 2023
CL-MRI: Self-Supervised Contrastive Learning to Improve the Accuracy of Undersampled MRI Reconstruction Mevan Ekanayake Zhiwen Chen Mehrtash Harandi Gary Egan Zhaolin Chen 85 3 0 01 Jun 2023
On Masked Pre-training and the Marginal Likelihood Pablo Moreno-Muñoz Pol G. Recasens Søren Hauberg SSL 61 6 0 01 Jun 2023
Exploring Open-Vocabulary Semantic Segmentation without Human Labels Jun Chen Deyao Zhu Guocheng Qian Guohao Li Zhicheng Yan Chenchen Zhu Fanyi Xiao Mohamed Elhoseiny Sean Culatana VLM 90 11 0 01 Jun 2023
Affinity-based Attention in Self-supervised Transformers Predicts Dynamics of Object Grouping in Humans Hossein Adeli Seoyoung Ahn N. Kriegeskorte G. Zelinsky ViT 70 5 0 01 Jun 2023
Self-supervised Vision Transformers for 3D Pose Estimation of Novel Objects S. Thalhammer Jean-Baptiste Weibel Markus Vincze Jose Garcia-Rodriguez ViT 93 10 0 31 May 2023
Augmentation-aware Self-supervised Learning with Conditioned Projector Marcin Przewike'zlikowski Mateusz Pyla Bartosz Zieliñski Bartlomiej Twardowski Jacek Tabor Marek Śmieja SSL 99 3 0 31 May 2023
Instance-dependent Noisy-label Learning with Graphical Model Based Noise-rate Estimation Arpit Garg Cuong C. Nguyen Rafael Felix Thanh-Toan Do G. Carneiro NoLa 95 1 0 31 May 2023
PaintSeg: Training-free Segmentation via Painting Xiang Li Chung-Ching Lin Yinpeng Chen Zicheng Liu Jinglu Wang Bhiksha Raj 117 5 0 30 May 2023
Contextual Vision Transformers for Robust Representation Learning Yu Bao Theofanis Karaletsos ViT 47 14 0 30 May 2023
Vision Transformers for Mobile Applications: A Short Survey Nahid Alam Steven Kolawole S. Sethi Nishant Bansali Karina Nguyen ViT 69 4 0 30 May 2023
Ambient Diffusion: Learning Clean Distributions from Corrupted Data Giannis Daras Kulin Shah Y. Dagan Aravind Gollakota A. Dimakis Adam R. Klivans DiffM 124 76 0 30 May 2023
AMatFormer: Efficient Feature Matching via Anchor Matching Transformer Bo Jiang S. Luo Tianlin Li Chuanfu Li Jin Tang 70 9 0 30 May 2023
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors Paul S. Scotti Atmadeep Banerjee J. Goode Stepan Shabalin A. Nguyen ... Nathalie Verlinde Elad Yundler David Weisberg K. A. Norman Tanishq Mathew Abraham DiffM 147 120 0 29 May 2023
Multi-Modal Face Stylization with a Generative Prior Mengtian Li Yi Dong Minxuan Lin Haibin Huang Pengfei Wan Chongyang Ma CVBM 111 3 0 29 May 2023
LowDINO -- A Low Parameter Self Supervised Learning Model Sai Krishna Prathapaneni Shvejan Shashank K. SrikarReddy 115 0 0 28 May 2023
k-NNN: Nearest Neighbors of Neighbors for Anomaly Detection Ori Nizan A. Tal 48 7 0 28 May 2023
Instance-based Max-margin for Practical Few-shot Recognition Minghao Fu Kevin Zhu Jianxin Wu 84 3 0 27 May 2023
Matrix Information Theory for Self-Supervised Learning Yifan Zhang Zhi-Hao Tan Jingqin Yang Weiran Huang Yang Yuan SSL 119 19 0 27 May 2023
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models Jinqi Xiao Miao Yin Yu Gong Xiao Zang Jian Ren Bo Yuan VLM ViT 132 9 0 26 May 2023
VoxDet: Voxel Learning for Novel Instance Detection Bowen Li Jiashun Wang Yaoyu Hu Chen Wang Sebastian Scherer 99 6 0 26 May 2023
Investigating how ReLU-networks encode symmetries Georg Bökman Fredrik Kahl 67 6 0 26 May 2023
Three Towers: Flexible Contrastive Learning with Pretrained Image Models Jannik Kossen Mark Collier Basil Mustafa Tianlin Li Xiaohua Zhai Lucas Beyer Andreas Steiner Jesse Berent Rodolphe Jenatton Efi Kokiopoulou VLM 69 13 0 26 May 2023
Modulate Your Spectrum in Self-Supervised Learning Xi Weng Yu-Li Ni Tengwei Song Jie Luo Rao Muhammad Anwer Salman Khan Fahad Shahbaz Khan Lei Huang 82 5 0 26 May 2023
Image as First-Order Norm+Linear Autoregression: Unveiling Mathematical Invariance Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Lu Yuan Zicheng Liu Youzuo Lin 101 2 0 25 May 2023
Break-A-Scene: Extracting Multiple Concepts from a Single Image Omri Avrahami Kfir Aberman Ohad Fried Daniel Cohen-Or Dani Lischinski VLM DiffM 111 178 0 25 May 2023
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 92 13 0 25 May 2023
POPE: 6-DoF Promptable Pose Estimation of Any Object, in Any Scene, with One Reference Zhiwen Fan Pan Pan Peihao Wang Yi Ding Dejia Xu Hanwen Jiang Zhangyang Wang 86 24 0 25 May 2023
Unsupervised Semantic Correspondence Using Stable Diffusion Eric Hedlin Gopal Sharma Shweta Mahajan Hossam N. Isack Abhishek Kar Andrea Tagliasacchi K. M. Yi DiffM 106 96 0 24 May 2023
Balancing the Picture: Debiasing Vision-Language Datasets with Synthetic Contrast Sets Brandon Smith Miguel Farinha Elizaveta Semenova Hannah Rose Kirk Aleksandar Shtedritski Max Bain 90 19 0 24 May 2023
RoMa: Robust Dense Feature Matching Johan Edstedt Qiyu Sun Georg Bökman Maarten Wadenback Michael Felsberg 3DV 87 110 0 24 May 2023
Learning high-level visual representations from a child's perspective without strong inductive biases A. Orhan Brenden M. Lake SSL 91 19 0 24 May 2023
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence Junyi Zhang Charles Herrmann Junhwa Hur Luisa Polania Cabrera Varun Jampani Deqing Sun Ming-Hsuan Yang DiffM 106 188 0 24 May 2023
ViTMatte: Boosting Image Matting with Pretrained Plain Vision Transformers J. Yao Xinggang Wang Shusheng Yang Baoyuan Wang ViT 108 64 0 24 May 2023
Delving Deeper into Data Scaling in Masked Image Modeling Cheng Lu Xiaojie Jin Qibin Hou Jun Hao Liew Mingg-Ming Cheng Jiashi Feng 71 4 0 24 May 2023
InNeRF360: Text-Guided 3D-Consistent Object Inpainting on 360-degree Neural Radiance Fields Dongqing Wang Tong Zhang Alaa Abboud Sabine Süsstrunk 80 12 0 24 May 2023
Contrastive Training of Complex-Valued Autoencoders for Object Discovery Aleksandar Stanić Anand Gopalakrishnan Kazuki Irie Jürgen Schmidhuber OCL 119 15 0 24 May 2023
Non-adversarial Robustness of Deep Learning Methods for Computer Vision Gorana Gojić V. Vincan O. Kundacina D. Mišković Dinu Dragan OOD 52 4 0 24 May 2023
BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing Dongxu Li Junnan Li Steven C. H. Hoi 105 331 0 24 May 2023
Label-Efficient Learning in Agriculture: A Comprehensive Review Jiajia Li Dong Chen Xinda Qi Zhao Li Yanbo Huang Daniel Morris Xiaobo Tan 89 38 0 24 May 2023
Quantifying Character Similarity with Vision Transformers Xinmei Yang Abhishek Arora Shao-Yu Jheng Melissa Dell 111 3 0 24 May 2023
Siamese Masked Autoencoders Agrim Gupta Jiajun Wu Jia Deng Li Fei-Fei 92 56 0 23 May 2023
Diffusion Hyperfeatures: Searching Through Time and Space for Semantic Correspondence Grace Luo Lisa Dunlap Dong Huk Park Aleksander Holynski Trevor Darrell 133 136 0 23 May 2023
Training Transitive and Commutative Multimodal Transformers with LoReTTa Manuel Tran Yashin Dicente Cid Amal Lahiani Fabian J. Theis Tingying Peng Eldad Klaiman 60 2 0 23 May 2023
Provably Learning Object-Centric Representations Jack Brady Roland S. Zimmermann Yash Sharma Bernhard Schölkopf Julius von Kügelgen Wieland Brendel OCL 99 36 0 23 May 2023