Emerging Properties in Self-Supervised Vision Transformers

29 April 2021

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

50 / 1,249 papers shown

Title
Attention-Guided Perturbation for Unsupervised Image Anomaly Detection Tingfeng Huang Yuxuan Cheng Jingbo Xia Rui Yu Yuxuan Cai Jinhai Xiang Xinwei He AAML 69 0 0 14 Aug 2024
CNN-JEPA: Self-Supervised Pretraining Convolutional Neural Networks Using Joint Embedding Predictive Architecture András Kalapos Bálint Gyires-Tóth 40 2 0 14 Aug 2024
Masked Image Modeling: A Survey Vlad Hondru Florinel-Alin Croitoru Shervin Minaee Radu Tudor Ionescu N. Sebe 72 6 0 13 Aug 2024
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts Hongjun Wang S. Vaze Kai Han 74 4 0 08 Aug 2024
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine Yunfei Xie Ce Zhou Lang Gao Juncheng Wu Xianhang Li ... Sheng Liu Lei Xing James Zou Cihang Xie Yuyin Zhou LM&MA MedIm 74 24 0 06 Aug 2024
Unsupervised Representation Learning by Balanced Self Attention Matching Daniel Shalam Simon Korman SSL 38 0 0 04 Aug 2024
NuLite -- Lightweight and Fast Model for Nuclei Instance Segmentation and Classification C. Tommasino Cristiano Russo A. M. Rinaldi 45 0 0 03 Aug 2024
Rethinking Pre-Trained Feature Extractor Selection in Multiple Instance Learning for Whole Slide Image Classification Bryan Wong MunYong Yi Mun Yong Yi VLM 61 0 0 02 Aug 2024
Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology Eric Zimmermann Eugene Vorontsov Julian Viret Adam Casson Michal Zelechowski ... Razik Yousfi Thomas J. Fuchs Nicolò Fusi Siqi Liu Kristen Severson MedIm 35 29 0 01 Aug 2024
Scaling Backwards: Minimal Synthetic Pre-training? Ryo Nakamura Ryu Tadokoro Ryosuke Yamada Tim Puhlfürß Iro Laina Christian Rupprecht Walid Maalej Rio Yokota Hirokatsu Kataoka DD 22 2 0 01 Aug 2024
Privacy-preserving datasets by capturing feature distributions with Conditional VAEs Francesco Di Salvo David Tafler Sebastian Doerrich Christian Ledig CML 37 0 0 01 Aug 2024
Adapting Skills to Novel Grasps: A Self-Supervised Approach Georgios Papagiannis Kamil Dreczkowski Vitalis Vosylius Arno Solin SSL 31 0 0 31 Jul 2024
Deep Companion Learning: Enhancing Generalization Through Historical Consistency Ruizhao Zhu Venkatesh Saligrama FedML 37 0 0 26 Jul 2024
Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective Jingren Liu Zhong Ji Yunlong Yu Jiale Cao Yanwei Pang Jungong Han X. Li CLL 42 3 0 24 Jul 2024
MILAN: Milli-Annotations for Lidar Semantic Segmentation Nermin Samet Gilles Puy Oriane Siméoni Renaud Marlet 3DPC 32 0 0 22 Jul 2024
Predicting the Best of N Visual Trackers B. Alawode S. Javed Arif Mahmood Jirí Matas 49 1 0 22 Jul 2024
Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models Amir Mohammad Karimi Mamaghan Samuele Papa Karl Henrik Johansson Stefan Bauer Andrea Dittadi OCL 46 5 0 22 Jul 2024
Overview of Speaker Modeling and Its Applications: From the Lens of Deep Speaker Representation Learning Shuai Wang Zheng-Shou Chen Kong Aik Lee Yan-min Qian Haizhou Li 39 4 0 21 Jul 2024
Assessing Sample Quality via the Latent Space of Generative Models Jingyi Xu Hieu M. Le Dimitris Samaras MedIm 36 2 0 21 Jul 2024
GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features Luc P.J. Strater Mohammadreza Salehi E. Gavves Cees G. M. Snoek Yuki M. Asano 41 7 0 17 Jul 2024
R+X: Retrieval and Execution from Everyday Human Videos Georgios Papagiannis Norman Di Palo Pietro Vitiello Edward Johns 59 16 0 17 Jul 2024
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression Jinming Liu Ruoyu Feng Yunpeng Qi Qiuyu Chen Zhibo Chen Wenjun Zeng Xin Jin 43 2 0 16 Jul 2024
STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences Soroush Mehraban Mohammad Javad Rajabi Babak Taati 3DPC 29 0 0 15 Jul 2024
Joint-Embedding Predictive Architecture for Self-Supervised Learning of Mask Classification Architecture Donghee Kim Sungduk Cho Hyeonwoo Cho Chanmin Park Jinyoung Kim Won Hwa Kim 50 0 0 15 Jul 2024
Representation Learning and Identity Adversarial Training for Facial Behavior Understanding Mang Ning A. A. Salah Itir Onal Ertugrul CVBM 87 4 0 15 Jul 2024
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-Labels Yinsheng He Xingyu Li Roger J. Zemp VLM 41 0 0 14 Jul 2024
Part2Object: Hierarchical Unsupervised 3D Instance Segmentation Cheng Shi Yulin Zhang Bin Yang Jiajin Tang Yuexin Ma Sibei Yang 3DPC 54 1 0 14 Jul 2024
CLOVER: Context-aware Long-term Object Viewpoint- and Environment- Invariant Representation Learning Dongmyeong Lee Amanda Adkins Joydeep Biswas 49 0 0 12 Jul 2024
On the Role of Discrete Tokenization in Visual Representation Learning Tianqi Du Yifei Wang Yisen Wang 52 7 0 12 Jul 2024
Semantic GUI Scene Learning and Video Alignment for Detecting Duplicate Video-based Bug Reports Yanfu Yan Nathan Cooper Oscar Chaparro Kevin Moran Denys Poshyvanyk 46 5 0 11 Jul 2024
Paving the way toward foundation models for irregular and unaligned Satellite Image Time Series Iris Dumeur Silvia Valero Jordi Inglada 40 3 0 11 Jul 2024
Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation Tong Shao Zhuotao Tian Hang Zhao Jingyong Su VLM 39 15 0 11 Jul 2024
Rethinking Image-to-Video Adaptation: An Object-centric Perspective Rui Qian Shuangrui Ding Dahua Lin OCL 52 1 0 09 Jul 2024
KidSat: satellite imagery to map childhood poverty dataset and benchmark Makkunda Sharma Fan Yang Duy-Nhat Vo Esra Suel Swapnil Mishra Samir Bhatt Oliver Fiala William Rudgard Seth Flaxman 53 0 0 08 Jul 2024
WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering Pingyi Chen Chenglu Zhu Sunyi Zheng Honglin Li Lin Yang 47 7 0 08 Jul 2024
Training-free CryoET Tomogram Segmentation Yizhou Zhao Hengwei Bian Michael Mu M. R. Uddin Zhenyang Li Xiang Li Tianyang Wang Min Xu 43 0 0 08 Jul 2024
Self-supervised Learning via Cluster Distance Prediction for Operating Room Context Awareness Idris Hamoud Alexandros Karargyris Aidean Sharghi Omid Mohareri N. Padoy SSL 33 1 0 07 Jul 2024
An Improved Method for Personalizing Diffusion Models Yan Zeng Masanori Suganuma Takayuki Okatani DiffM 34 1 0 07 Jul 2024
Unsupervised Learning of Category-Level 3D Pose from Object-Centric Videos Leonhard Sommer Artur Jesslen Eddy Ilg Adam Kortylewski 42 2 0 05 Jul 2024
Attention Normalization Impacts Cardinality Generalization in Slot Attention Markus Krimmel Jan Achterhold Joerg Stueckler OCL 45 0 0 04 Jul 2024
Looking for Tiny Defects via Forward-Backward Feature Transfer Alex Costanzino Pierluigi Zama Ramirez Giuseppe Lisanti Luigi Di Stefano 40 0 0 04 Jul 2024
Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection F. Barbato Umberto Michieli J. Moon Pietro Zanuttigh Mete Ozay 42 2 0 01 Jul 2024
Learning Granularity-Aware Affordances from Human-Object Interaction for Tool-Based Functional Grasping in Dexterous Robotics Fan Yang Wenrui Chen Kailun Yang Haoran Lin DongSheng Luo Conghui Tang Zhiyong Li Yaonan Wang 83 5 0 30 Jun 2024
Assistive Image Annotation Systems with Deep Learning and Natural Language Capabilities: A Review Moseli Motsóehli VLM 3DV 32 0 0 28 Jun 2024
Robust Surgical Phase Recognition From Annotation Efficient Supervision Or Rubin S. Laufer 24 0 0 26 Jun 2024
WARP: On the Benefits of Weight Averaged Rewarded Policies Alexandre Ramé Johan Ferret Nino Vieillard Robert Dadashi Léonard Hussenot Pierre-Louis Cedoz Pier Giuseppe Sessa Sertan Girgin Arthur Douillard Olivier Bachem 59 14 0 24 Jun 2024
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation Yuang Peng Yuxin Cui Haomiao Tang Zekun Qi Runpei Dong Jing Bai Chunrui Han Zheng Ge Xiangyu Zhang Shu-Tao Xia EGVM 75 31 0 24 Jun 2024
LiveScene: Language Embedding Interactive Radiance Fields for Physical Scene Rendering and Control Delin Qu Qizhi Chen Pingrui Zhang Xianqiang Gao Bin Zhao Bin Zhao Dong Wang Xuelong Li AI4CE 42 7 0 23 Jun 2024
DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection Jia Syuen Lim Zhuoxiao Chen Mahsa Baktashmotlagh Zhi Chen Xin Yu Zi Huang Yadan Luo VLM ObjD 82 1 0 21 Jun 2024
NeRF-Feat: 6D Object Pose Estimation using Feature Rendering Shishir Reddy Vutukur Heike Brock Benjamin Busam Tolga Birdal Andreas Hutter Slobodan Ilic 38 5 0 19 Jun 2024