v1v2 (latest)

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
Semi-Supervised Object Detection with Uncurated Unlabeled Data for Remote Sensing Images Nanqing Liu Xun Xu Yingjie Gao Heng-Chao Li 129 13 0 09 Oct 2023
Robust Image Watermarking based on Cross-Attention and Invariant Domain Learning Agnibh Dasgupta Agnibh Dasgupta 66 2 0 09 Oct 2023
Hierarchical Side-Tuning for Vision Transformers Weifeng Lin Ziheng Wu Wentao Yang Mingxin Huang Jun Huang Lianwen Jin 121 8 0 09 Oct 2023
Enhancing Representations through Heterogeneous Self-Supervised Learning Zhongyu Li Bo-Wen Yin Yongxiang Liu Li Liu Ming-Ming Cheng SSL 64 2 0 08 Oct 2023
Self-Supervised Neuron Segmentation with Multi-Agent Reinforcement Learning Yinda Chen Wei-Ping Huang Shenglong Zhou Qi Chen Zhiwei Xiong 73 26 0 06 Oct 2023
Excision And Recovery: Visual Defect Obfuscation Based Self-Supervised Anomaly Detection Strategy Yeonghyeon Park Sungho Kang Myung Jin Kim Yeonho Lee Hyeong Seok Kim Juneho Yi AAML 82 2 0 06 Oct 2023
Sub-token ViT Embedding via Stochastic Resonance Transformers Dong Lao Yangchao Wu Tian Yu Liu Alex Wong Stefano Soatto VOS 79 4 0 06 Oct 2023
Accelerated Neural Network Training with Rooted Logistic Objectives Zhu Wang Praveen Raj Veluswami Harshit Mishra Sathya Ravi 68 0 0 05 Oct 2023
OMG-ATTACK: Self-Supervised On-Manifold Generation of Transferable Evasion Attacks Ofir Bar Tal Adi Haviv Amit H. Bermano AAML 79 0 0 05 Oct 2023
Exploring DINO: Emergent Properties and Limitations for Synthetic Aperture Radar Imagery Joseph A. Gallego-Mejia Anna Jungbluth Laura Martínez-Ferrer Matt Allen Francisco Dorr F. Kalaitzis Raúl Ramos-Pollán 43 3 0 05 Oct 2023
Classifying Whole Slide Images: What Matters? Long Nguyen Aiden Nibali Joshua Millward Zhen He 51 0 0 05 Oct 2023
Creating an Atlas of Normal Tissue for Pruning WSI Patching Through Anomaly Detection Peyman Nejat Areej Alsaafin Ghazal Alabtah N. Comfere Aaron Mangold Dennis Murphree P. Zot Saba Yasir Joaquin J. Garcia H. R. Tizhoosh 42 2 0 04 Oct 2023
FroSSL: Frobenius Norm Minimization for Efficient Multiview Self-Supervised Learning Oscar Skean Aayush Dhakal Nathan Jacobs Luis Gonzalo Sánchez Giraldo 70 0 0 04 Oct 2023
NOLA: Compressing LoRA using Linear Combination of Random Basis Soroush Abbasi Koohpayegani K. Navaneet Parsa Nooralinejad Soheil Kolouri Hamed Pirsiavash 145 16 0 04 Oct 2023
SlowFormer: Universal Adversarial Patch for Attack on Compute and Energy Efficiency of Inference Efficient Vision Transformers K. Navaneet Soroush Abbasi Koohpayegani Essam Sleiman Hamed Pirsiavash AAML ViT 60 3 0 04 Oct 2023
EditVal: Benchmarking Diffusion Based Text-Guided Image Editing Methods Samyadeep Basu Mehrdad Saberi S. Bhardwaj Atoosa Malemir Chegini Daniela Massiceti Maziar Sanjabi S. Hu Soheil Feizi 94 22 0 03 Oct 2023
Point Neighborhood Embeddings Pedro Hermosilla 3DPC 57 0 0 03 Oct 2023
Exploring Generalisability of Self-Distillation with No Labels for SAR-Based Vegetation Prediction Laura Martínez-Ferrer Anna Jungbluth Joseph A. Gallego-Mejia Matt Allen Francisco Dorr F. Kalaitzis Raúl Ramos-Pollán 36 3 0 03 Oct 2023
Understanding Masked Autoencoders From a Local Contrastive Perspective Xiaoyu Yue Lei Bai Meng Wei Jiangmiao Pang Xihui Liu Luping Zhou Wanli Ouyang SSL 108 4 0 03 Oct 2023
CLIP Is Also a Good Teacher: A New Learning Framework for Inductive Zero-shot Semantic Segmentation Jialei Chen Daisuke Deguchi Chenkai Zhang Xu Zheng Hiroshi Murase VLM 124 9 0 03 Oct 2023
PPT: Token Pruning and Pooling for Efficient Vision Transformers Xinjian Wu Fanhu Zeng Xiudong Wang Xinghao Chen ViT 95 27 0 03 Oct 2023
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation Zhangsihao Yang Mengwei Ren Kaize Ding Guido Gerig Yalin Wang SSL 67 5 0 02 Oct 2023
LEAP: Liberate Sparse-view 3D Modeling from Camera Poses Hanwen Jiang Zhenyu Jiang Yue Zhao Qixing Huang 82 41 0 02 Oct 2023
Towards Distribution-Agnostic Generalized Category Discovery Jianhong Bai Zuo-Qiang Liu Hualiang Wang Ruizhe Chen Lianrui Mu Xiaomeng Li Qiufeng Wang Yang Feng Jian Wu Haoji Hu 151 12 0 02 Oct 2023
ZeroI2V: Zero-Cost Adaptation of Pre-trained Transformers from Image to Video Xinhao Li Yuhan Zhu Limin Wang VLM 110 9 0 02 Oct 2023
Self-distilled Masked Attention guided masked image modeling with noise Regularized Teacher (SMART) for medical image analysis Jue Jiang Aneesh Rangnekar Chloe Choi Harini Veeraraghavan MedIm 81 0 0 02 Oct 2023
Strength in Diversity: Multi-Branch Representation Learning for Vehicle Re-Identification Eurico Almeida Bruno Silva Jorge Batista 64 7 0 02 Oct 2023
LoCUS: Learning Multiscale 3D-consistent Features from Posed Images Dominik A. Kloepfer Dylan Campbell João F. Henriques 3DPC 3DV 76 0 0 02 Oct 2023
Segmenting the motion components of a video: A long-term unsupervised model E. Meunier P. Bouthemy 110 0 0 02 Oct 2023
ViPlanner: Visual Semantic Imperative Learning for Local Navigation Pascal Roth Julian Nubert Fan Yang Mayank Mittal Marco Hutter 96 32 0 02 Oct 2023
Can Pre-trained Networks Detect Familiar Out-of-Distribution Data? Atsuyuki Miyai Qing Yu Go Irie Kiyoharu Aizawa OODD 211 6 0 02 Oct 2023
Large Scale Masked Autoencoding for Reducing Label Requirements on SAR Data Matt Allen Francisco Dorr Joseph A. Gallego-Mejia Laura Martínez-Ferrer Anna Jungbluth F. Kalaitzis Raúl Ramos-Pollán 86 9 0 02 Oct 2023
Knowledge Engineering using Large Language Models Bradley Paul Allen Lise Stork Paul T. Groth 91 25 0 01 Oct 2023
Win-Win: Training High-Resolution Vision Transformers from Two Windows Vincent Leroy Jérôme Revaud Thomas Lucas Philippe Weinzaepfel ViT 111 2 0 01 Oct 2023
Self-supervised Learning of Contextualized Local Visual Embeddings T. Silva Hélio Pedrini Adín Ramirez Rivera SSL 101 3 0 01 Oct 2023
Mitigating the Effect of Incidental Correlations on Part-based Learning Gaurav Bhatt Deepayan Das Leonid Sigal Vineeth N. Balasubramanian 87 4 0 30 Sep 2023
Structural Adversarial Objectives for Self-Supervised Representation Learning Xiao Zhang Michael Maire 105 1 0 30 Sep 2023
PRIME: Prioritizing Interpretability in Failure Mode Extraction Keivan Rezaei Mehrdad Saberi Mazda Moayeri Soheil Feizi 91 8 0 29 Sep 2023
Towards Free Data Selection with General-Purpose Models Alessandro Mutti Mingyu Ding Patrizia Semeraro Wei Zhan 86 10 0 29 Sep 2023
Information Flow in Self-Supervised Learning Zhiyuan Tan Jingqin Yang Weiran Huang Yang Yuan Yifan Zhang SSL 83 14 0 29 Sep 2023
Guiding Instruction-based Image Editing via Multimodal Large Language Models Johannes Frey Wenze Hu Xianzhi Du William Yang Wang Yinfei Yang Zhe Gan 114 98 0 29 Sep 2023
GAIA-1: A Generative World Model for Autonomous Driving Masane Fuchi Lloyd Russell Hudson Yeo Zak Murez Hiroto Minami Alex Kendall Tomohiro Takagi Gianluca Corrado VGen 133 253 0 29 Sep 2023
MEM: Multi-Modal Elevation Mapping for Robotics and Learning Diogo S. Carvalho Jonas Frey Takahiro Miki Francisco S. Melo Marco Hutter 108 19 0 28 Sep 2023
Training a Large Video Model on a Single Machine in a Day Yue Zhao Philipp Krahenbuhl VLM 101 17 0 28 Sep 2023
RealFill: Reference-Driven Generation for Authentic Image Completion Luming Tang Nataniel Ruiz Qinghao Chu Yuanzhen Li Aleksander Holynski ... Bharath Hariharan Yael Pritch Neal Wadhwa Kfir Aberman Michael Rubinstein DiffM 89 45 0 28 Sep 2023
Improving Equivariance in State-of-the-Art Supervised Depth and Normal Predictors Yuanyi Zhong Anand Bhattad Yu-Xiong Wang David Forsyth MDE 66 2 0 28 Sep 2023
End-to-End (Instance)-Image Goal Navigation through Correspondence as an Emergent Phenomenon G. Bono L. Antsfeld Boris Chidlovskii Zhi Zheng Christian Wolf 3DV 72 10 0 28 Sep 2023
Vision Transformers Need Registers Zilong Chen Maxime Oquab Julien Mairal Huaping Liu ViT 203 357 0 28 Sep 2023
Astroconformer: The Prospects of Analyzing Stellar Light Curves with Transformer-Based Deep Learning Models Kishankumar Bhimani Yuan-Sen Ting Jie Yu 26 5 0 28 Sep 2023
FORB: A Flat Object Retrieval Benchmark for Universal Image Embedding Ana Ezquerro Carlos Gómez-Rodríguez Kevin Dela Rosa Derek Hao Hu 45 6 0 28 Sep 2023