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Emerging Properties in Self-Supervised Vision Transformers

29 April 2021

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

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Title
MOFI: Learning Image Representations from Noisy Entity Annotated Images Wentao Wu Aleksei Timofeev Chen Chen Bowen Zhang Kun Duan ... Yantao Zheng Jonathon Shlens Xianzhi Du Zhe Gan Yinfei Yang VLM 89 8 0 13 Jun 2023
Learning to Estimate 6DoF Pose from Limited Data: A Few-Shot, Generalizable Approach using RGB Images Pan Pan Zhiwen Fan Brandon Yushan Feng Peihao Wang Chenxing Li Zhangyang Wang 136 19 0 13 Jun 2023
Semi-supervised learning made simple with self-supervised clustering Enrico Fini Pietro Astolfi Alahari Karteek Xavier Alameda-Pineda Julien Mairal Moin Nabi Elisa Ricci SSL 81 29 0 13 Jun 2023
Learning to Mask and Permute Visual Tokens for Vision Transformer Pre-Training Lorenzo Baraldi Roberto Amoroso Marcella Cornia Lorenzo Baraldi Andrea Pilzer Rita Cucchiara 153 2 0 12 Jun 2023
No Free Lunch: The Hazards of Over-Expressive Representations in Anomaly Detection Tal Reiss Niv Cohen Yedid Hoshen UQCV 102 5 0 12 Jun 2023
Controlling Text-to-Image Diffusion by Orthogonal Finetuning Zeju Qiu Wei-yu Liu Haiwen Feng Yuxuan Xue Yao Feng Zhen Liu Dan Zhang Adrian Weller Bernhard Schölkopf DiffM 126 158 0 12 Jun 2023
MaskedFusion360: Reconstruct LiDAR Data by Querying Camera Features Royden Wagner Marvin Klemp Carlos Fernandez Lopez 3DPC 90 1 0 12 Jun 2023
TS-MoCo: Time-Series Momentum Contrast for Self-Supervised Physiological Representation Learning Philipp Hallgarten David Bethge Ozan Özdenizci T. Große-Puppendahl Enkelejda Kasneci AI4TS 38 1 0 10 Jun 2023
FLSL: Feature-level Self-supervised Learning Qing Su Anton Netchaev Hai Helen Li Shihao Ji 117 5 0 09 Jun 2023
Read, look and detect: Bounding box annotation from image-caption pairs E. Sanchez ObjD 64 0 0 09 Jun 2023
ADDP: Learning General Representations for Image Recognition and Generation with Alternating Denoising Diffusion Process Changyao Tian Chenxin Tao Jifeng Dai Hao Li Ziheng Li Lewei Lu Xiaogang Wang Hongsheng Li Gao Huang Xizhou Zhu DiffM 104 10 0 08 Jun 2023
Tracking Everything Everywhere All at Once Qianqian Wang Yen-Yu Chang Ruojin Cai Zhengqi Li Bharath Hariharan Aleksander Holynski Noah Snavely 62 158 0 08 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 126 11 0 08 Jun 2023
LU-NeRF: Scene and Pose Estimation by Synchronizing Local Unposed NeRFs Zezhou Cheng Carlos Esteves Varun Jampani Abhishek Kar Subhransu Maji A. Makadia 125 32 0 08 Jun 2023
SNAP: Self-Supervised Neural Maps for Visual Positioning and Semantic Understanding Paul-Edouard Sarlin Eduard Trulls Marc Pollefeys J. Hosang Simon Lynen 3DPC SSL 95 26 0 08 Jun 2023
Image Blending Algorithm with Automatic Mask Generation Haochen Xue Min Jin Chong Zhang Yuxuan Huang Q. Weng Xiaobo Jin 30 0 0 08 Jun 2023
Connectional-Style-Guided Contextual Representation Learning for Brain Disease Diagnosis Gongshu Wang Ning Jiang Yunxiao Ma Tiantian Liu Duanduan Chen Jinglong Wu Guoqi Li Dong Liang Tianyi Yan MedIm 71 2 0 08 Jun 2023
Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models Tianzhe Chu Shengbang Tong Tianjiao Ding Xili Dai B. Haeffele René Vidal Yi Ma SSL VLM 102 14 0 08 Jun 2023
Improving Visual Prompt Tuning for Self-supervised Vision Transformers S. Yoo Eunji Kim Dahuin Jung Jungbeom Lee Sung-Hoon Yoon VLM 128 44 0 08 Jun 2023
Contrastive Representation Disentanglement for Clustering Fei Ding Dan Zhang Yin Yang Venkat Krovi Feng Luo SSL DRL 45 0 0 08 Jun 2023
Understanding Masked Autoencoders via Hierarchical Latent Variable Models Lingjing Kong Martin Q. Ma Guan-Hong Chen Eric Xing Yuejie Chi Louis-Philippe Morency Kun Zhang 87 32 0 08 Jun 2023
Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities Andrii Zadaianchuk Maximilian Seitzer Georg Martius OCL 133 43 0 07 Jun 2023
ConceptBed: Evaluating Concept Learning Abilities of Text-to-Image Diffusion Models Maitreya Patel Tejas Gokhale Chitta Baral Yezhou Yang CoGe 67 15 0 07 Jun 2023
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models G. Stein Jesse C. Cresswell Rasa Hosseinzadeh Yi Sui Brendan Leigh Ross Valentin Villecroze Zhaoyan Liu Anthony L. Caterini J. E. T. Taylor Gabriel Loaiza-Ganem EGVM 155 108 0 07 Jun 2023
Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion Yash Bhalgat Iro Laina João F. Henriques Andrew Zisserman Andrea Vedaldi 62 43 0 07 Jun 2023
ARTIC3D: Learning Robust Articulated 3D Shapes from Noisy Web Image Collections Chunfeng Yao Amit Raj Wei-Chih Hung Yuanzhen Li Michael Rubinstein Ming-Hsuan Yang Varun Jampani DiffM 69 20 0 07 Jun 2023
Object Detection with Transformers: A Review Tahira Shehzadi K. Hashmi D. Stricker Muhammad Zeshan Afzal ViT MU 104 29 0 07 Jun 2023
Improving neural network representations using human similarity judgments Lukas Muttenthaler Lorenz Linhardt Jonas Dippel Robert A. Vandermeulen Katherine L. Hermann Andrew Kyle Lampinen Simon Kornblith 100 34 0 07 Jun 2023
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards Alexandre Ramé Guillaume Couairon Mustafa Shukor Corentin Dancette Jean-Baptiste Gaya Laure Soulier Matthieu Cord MoMe 120 158 0 07 Jun 2023
Improving Diffusion-based Image Translation using Asymmetric Gradient Guidance Gihyun Kwon Jong Chul Ye DiffM 73 2 0 07 Jun 2023
Self-supervised Audio Teacher-Student Transformer for Both Clip-level and Frame-level Tasks Xian Li Nian Shao Xiaofei Li ViT CLIP 103 28 0 07 Jun 2023
Matte Anything: Interactive Natural Image Matting with Segment Anything Models J. Yao Xinggang Wang Lang Ye Wenyu Liu 94 42 0 07 Jun 2023
Emergent Correspondence from Image Diffusion Luming Tang Menglin Jia Qianqian Wang Cheng Perng Phoo Bharath Hariharan 118 270 0 06 Jun 2023
GEO-Bench: Toward Foundation Models for Earth Monitoring Alexandre Lacoste Nils Lehmann Pau Rodríguez López Evan D. Sherwin Hannah Kerner ... David Vazquez Dava Newman Yoshua Bengio Stefano Ermon Xiao Xiang Zhu SSL ALM AI4CE 78 62 0 06 Jun 2023
The Emergence of Essential Sparsity in Large Pre-trained Models: The Weights that Matter Ajay Jaiswal Shiwei Liu Tianlong Chen Zhangyang Wang VLM 75 34 0 06 Jun 2023
Performance-optimized deep neural networks are evolving into worse models of inferotemporal visual cortex Drew Linsley I. F. Rodriguez Thomas Fel Michael Arcaro Saloni Sharma Margaret Livingstone Thomas Serre 81 20 0 06 Jun 2023
DenseDINO: Boosting Dense Self-Supervised Learning with Token-Based Point-Level Consistency Yike Yuan Xinghe Fu Yunlong Yu Xi Li MDE 85 5 0 06 Jun 2023
How to Select Which Active Learning Strategy is Best Suited for Your Specific Problem and Budget Guy Hacohen D. Weinshall 107 9 0 06 Jun 2023
LESS: Label-efficient Multi-scale Learning for Cytological Whole Slide Image Screening Beidi Zhao Wenlong Deng Zi Han Li Li Chen Zhou Zuhua Gao Gang Wang Xiaoxiao Li 89 0 0 06 Jun 2023
Zero-Shot 3D Shape Correspondence Ahmed Abdelreheem Abdelrahman Eldesokey M. Ovsjanikov Peter Wonka 107 25 0 05 Jun 2023
Operationalising the Definition of General Purpose AI Systems: Assessing Four Approaches Risto Uuk C. I. Gutierrez Alex Tamkin 69 2 0 05 Jun 2023
Asymmetric Patch Sampling for Contrastive Learning Chen Shen Jianzhong Chen Shu Wang Hulin Kuang Jin Liu Jianxin Wang SSL 116 5 0 05 Jun 2023
Systematic Visual Reasoning through Object-Centric Relational Abstraction Taylor Webb S. S. Mondal Jonathan D. Cohen OCL 119 26 0 04 Jun 2023
USD: Unknown Sensitive Detector Empowered by Decoupled Objectness and Segment Anything Model Yulin He Wei Chen Yusong Tan Siqi Wang 95 9 0 04 Jun 2023
Cycle Consistency Driven Object Discovery Aniket Didolkar Anirudh Goyal Yoshua Bengio OCL 104 10 0 03 Jun 2023
Context-PIPs: Persistent Independent Particles Demands Spatial Context Features Weikang Bian Zhaoyang Huang Xiaoyu Shi Yitong Dong Yijin Li Hongsheng Li 78 6 0 03 Jun 2023
Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work Qiangchang Wang Yilong Yin 102 0 0 02 Jun 2023
Towards In-context Scene Understanding Ivana Balazevic David Steiner Nikhil Parthasarathy Relja Arandjelović Olivier J. Hénaff 76 31 0 02 Jun 2023
Evaluating The Robustness of Self-Supervised Representations to Background/Foreground Removal Xavier F. Cadet Ranya Aloufi A. Miranville S. Ahmadi-Abhari Hamed Haddadi 80 0 0 02 Jun 2023
DeepfakeArt Challenge: A Benchmark Dataset for Generative AI Art Forgery and Data Poisoning Detection Hossein Aboutalebi Daniel Mao Rongqi Fan Carol Xu Chris He Alexander Wong AAML 71 8 0 02 Jun 2023