Emerging Properties in Self-Supervised Vision Transformers

29 April 2021

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

50 / 1,323 papers shown

Title
Visual Encoders for Data-Efficient Imitation Learning in Modern Video Games Lukas Schäfer Logan Jones Anssi Kanervisto Yuhan Cao Tabish Rashid Raluca Georgescu David Bignell Siddhartha Sen Andrea Trevino Gavito Sam Devlin 93 3 0 04 Dec 2023
Meta ControlNet: Enhancing Task Adaptation via Meta Learning Junjie Yang Jinze Zhao Peihao Wang Zhangyang Wang Yingbin Liang 31 2 0 03 Dec 2023
Improve Supervised Representation Learning with Masked Image Modeling Kaifeng Chen Daniel M. Salz Huiwen Chang Kihyuk Sohn Dilip Krishnan Mojtaba Seyedhosseini SSL ViT 45 3 0 01 Dec 2023
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything Yunyang Xiong Bala Varadarajan Lemeng Wu Xiaoyu Xiang Fanyi Xiao ... Dilin Wang Fei Sun Forrest N. Iandola Raghuraman Krishnamoorthi Vikas Chandra VLM 42 140 0 01 Dec 2023
Learning Anatomically Consistent Embedding for Chest Radiography Ziyu Zhou Haozhe Luo Jiaxuan Pang Xiaowei Ding Michael B. Gotway Jianming Liang SSL 17 5 0 01 Dec 2023
Segment Any 3D Gaussians Jiazhong Cen Jiemin Fang Chen Yang Lingxi Xie Xiaopeng Zhang Wei Shen Qi Tian 3DGS 79 70 0 01 Dec 2023
S2ST: Image-to-Image Translation in the Seed Space of Latent Diffusion V. Kolmogorov Rustem Takhanov Dani Lischinski DiffM 48 3 0 30 Nov 2023
Initializing Models with Larger Ones Zhiqiu Xu Yanjie Chen Kirill Vishniakov Yida Yin Zhiqiang Shen Trevor Darrell Lingjie Liu Zhuang Liu 38 17 0 30 Nov 2023
IMMA: Immunizing text-to-image Models against Malicious Adaptation Yijia Zheng Raymond A. Yeh 53 8 0 30 Nov 2023
A Lightweight Clustering Framework for Unsupervised Semantic Segmentation Yau Shing Jonathan Cheung Xi Chen Lihe Yang Hengshuang Zhao 29 1 0 30 Nov 2023
Language Embedded 3D Gaussians for Open-Vocabulary Scene Understanding Jin-Chuan Shi Miao Wang Hao-Bin Duan Shao-Hua Guan 3DGS 51 84 0 30 Nov 2023
Back to 3D: Few-Shot 3D Keypoint Detection with Back-Projected 2D Features Thomas Wimmer Peter Wonka M. Ovsjanikov 39 9 0 29 Nov 2023
Meta Co-Training: Two Views are Better than One Jay C. Rothenberger Dimitrios I. Diochnos VLM 40 2 0 29 Nov 2023
Object-based (yet Class-agnostic) Video Domain Adaptation Dantong Niu Amir Bar Roei Herzig Trevor Darrell Anna Rohrbach 40 1 0 29 Nov 2023
No Representation Rules Them All in Category Discovery S. Vaze Andrea Vedaldi Andrew Zisserman OOD 37 31 0 28 Nov 2023
Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence Junyi Zhang Charles Herrmann Junhwa Hur Eric Chen Varun Jampani Deqing Sun Ming-Hsuan Yang 24 37 0 28 Nov 2023
Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging Peirong Liu Oula Puonti Xiaoling Hu Daniel C. Alexander Juan Eugenio Iglesias MedIm OOD 42 7 0 28 Nov 2023
Text-Driven Image Editing via Learnable Regions Yuanze Lin Yi-Wen Chen Yi-Hsuan Tsai Lu Jiang Ming-Hsuan Yang DiffM 34 16 0 28 Nov 2023
C-SAW: Self-Supervised Prompt Learning for Image Generalization in Remote Sensing Avigyan Bhattacharya Mainak Singha Ankit Jha Biplab Banerjee SSL VLM 28 6 0 27 Nov 2023
HawkI: Homography & Mutual Information Guidance for 3D-free Single Image to Aerial View D. Kothandaraman Dinesh Manocha Ming C. Lin Dinesh Manocha DiffM 31 2 0 27 Nov 2023
Concept Distillation: Leveraging Human-Centered Explanations for Model Improvement Avani Gupta Saurabh Saini P. J. Narayanan 33 6 0 26 Nov 2023
Unified Medical Image Pre-training in Language-Guided Common Semantic Space Xiaoxuan He Yifan Yang Xinyang Jiang Xufang Luo Haoji Hu Siyun Zhao Dongsheng Li Yuqing Yang Lili Qiu 46 1 0 24 Nov 2023
Stable Cluster Discrimination for Deep Clustering Qi Qian OOD 33 21 0 24 Nov 2023
Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend M. Woodland Austin Castelo Mais Al Taie Jessica Albuquerque Marques Silva Mohamed Eltaher ... Austin Castelo Suprateek Kundu Joshua P. Yung Ankit B. Patel Kristy K. Brock MedIm AAML 43 10 0 22 Nov 2023
DAE-Net: Deforming Auto-Encoder for fine-grained shape co-segmentation Zhiqin Chen Qimin Chen Hang Zhou Hao Zhang 3DPC 3DV 37 2 0 22 Nov 2023
Long-MIL: Scaling Long Contextual Multiple Instance Learning for Histopathology Whole Slide Image Analysis Honglin Li Yunlong Zhang Chenglu Zhu Jiatong Cai Sunyi Zheng Lin Yang VLM 43 4 0 21 Nov 2023
Event Camera Data Dense Pre-training Yan Yang Liyuan Pan Liu Liu 30 4 0 20 Nov 2023
Improved TokenPose with Sparsity Anning Li ViT 34 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 43 153 0 15 Nov 2023
Generalizable Imitation Learning Through Pre-Trained Representations Wei-Di Chang F. Hogan D. Meger Gregory Dudek Gregory Dudek 41 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 32 6 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 29 0 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 25 29 0 13 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 24 3 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 59 254 0 10 Nov 2023
Automatic Report Generation for Histopathology images using pre-trained Vision Transformers S. Sengupta Donald E. Brown VLM MedIm ViT 26 9 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 30 12 0 10 Nov 2023
A Practical Approach to Novel Class Discovery in Tabular Data Colin Troisemaine Alexandre Reiffers Stéphane Gosselin Vincent Lemaire Sandrine Vaton 44 1 0 09 Nov 2023
Autonomous Advanced Aerial Mobility -- An End-to-end Autonomy Framework for UAVs and Beyond Sakshi Mishra Praveen Palanisamy 31 16 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 40 13 0 07 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 32 23 0 03 Nov 2023
OpenForest: A data catalogue for machine learning in forest monitoring Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 53 6 0 01 Nov 2023
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery Sarah Rastegar Hazel Doughty Cees G. M. Snoek 36 15 0 30 Oct 2023
Are Natural Domain Foundation Models Useful for Medical Image Classification? Joana Palés Huix Adithya Raju Ganeshan Johan Fredin Haslum Magnus P Soderberg Christos Matsoukas Kevin Smith OOD MedIm VLM 24 30 0 30 Oct 2023
CHAMMI: A benchmark for channel-adaptive models in microscopy imaging Zitong S. Chen Chau Pham Siqi Wang Michael Doron Nikita Moshkov Bryan A. Plummer Juan C. Caicedo 30 11 0 30 Oct 2023
MENTOR: Human Perception-Guided Pretraining for Increased Generalization Colton R. Crum Adam Czajka 59 1 0 30 Oct 2023
Towards Generalized Multi-stage Clustering: Multi-view Self-distillation Jiatai Wang Zhiwei Xu Xin Wang Tao Li 24 1 0 29 Oct 2023
LipSim: A Provably Robust Perceptual Similarity Metric Sara Ghazanfari Alexandre Araujo Prashanth Krishnamurthy Farshad Khorrami Siddharth Garg 46 5 0 27 Oct 2023
A Self-Supervised Approach to Land Cover Segmentation Charles Moore Dakota Hester 27 0 0 27 Oct 2023
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation Mengcheng Lan Xinjiang Wang Yiping Ke Jiaxing Xu Xue Jiang Wayne Zhang 43 11 0 27 Oct 2023