Emerging Properties in Self-Supervised Vision Transformers

29 April 2021

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

50 / 1,161 papers shown

Title
Fine Tuning without Catastrophic Forgetting via Selective Low Rank Adaptation Reza Akbarian Bafghi Carden Bagwell Avinash Ravichandran Ashish Shrivastava M. Raissi 48 0 0 28 Jan 2025
BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity Zahra Gharaee Scott C. Lowe ZeMing Gong Pablo Millán Arias Nicholas Pellegrino ... Lila Kari Dirk Steinke Graham W. Taylor Paul Fieguth Angel X. Chang 50 7 0 28 Jan 2025
VideoShield: Regulating Diffusion-based Video Generation Models via Watermarking Runyi Hu J. Zhang Y. Li Jiwei Li Qing-Wu Guo Han Qiu Tianwei Zhang WIGM VGen 79 4 0 24 Jan 2025
Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech Representation Sungnyun Kim Sungwoo Cho Sangmin Bae Kangwook Jang Se-Young Yun SSL 68 1 0 23 Jan 2025
Slot-BERT: Self-supervised Object Discovery in Surgical Video Guiqiu Liao M. Jogan Marcel Hussing Kenta Nakahashi Kazuhiro Yasufuku Amin Madani Eric Eaton Daniel A. Hashimoto 133 0 0 21 Jan 2025
Parallel Sequence Modeling via Generalized Spatial Propagation Network Hongjun Wang Wonmin Byeon Jiarui Xu Jinwei Gu Ka Chun Cheung Xiaolong Wang Kai Han Jan Kautz Sifei Liu 149 0 0 21 Jan 2025
Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Jiaqi Guo Yunnan Wu E. Kaimakamis Georgios Petmezas Vasileios E. Papageorgiou N. Maglaveras Aggelos K. Katsaggelos 65 0 0 21 Jan 2025
A generalizable 3D framework and model for self-supervised learning in medical imaging Tony Xu Sepehr Hosseini Chris Anderson Anthony Rinaldi Rahul G. Krishnan Anne L. Martel Maged Goubran MedIm 45 3 0 20 Jan 2025
ACE: Anatomically Consistent Embeddings in Composition and Decomposition Ziyu Zhou Haozhe Luo M. Taher Jiaxuan Pang Xiaowei Ding Michael B. Gotway Jianming Liang MedIm 47 0 0 20 Jan 2025
Bridging Diversity and Uncertainty in Active learning with Self-Supervised Pre-Training Paul Doucet Benjamin Estermann Till Aczél Roger Wattenhofer 150 4 0 20 Jan 2025
MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation Zhiwei Yang Yucong Meng Kexue Fu Shuo Wang Zhijian Song 90 1 0 20 Jan 2025
Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation Xingxin He Yifan Hu Zhaoye Zhou Mohamed Jarraya Fang Liu VLM MedIm 42 2 0 17 Jan 2025
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature Alejandro Lozano M. W. Sun James Burgess Liangyu Chen Jeffrey Nirschl ... Xiaohan Wang Yuhui Zhang Alfred Seunghoon Song Robert Tibshirani Serena Yeung-Levy LM&MA VLM MedIm 66 6 0 13 Jan 2025
MEt3R: Measuring Multi-View Consistency in Generated Images Mohammad Asim Christopher Wewer Thomas Wimmer Bernt Schiele J. E. Lenssen EGVM 3DGS VGen 46 7 0 10 Jan 2025
Hyper-3DG: Text-to-3D Gaussian Generation via Hypergraph Donglin Di Jiahui Yang Chaofan Luo Zhou Xue Wei Chen Xun Yang Yue Gao 3DGS 65 11 0 10 Jan 2025
Multi-subject Open-set Personalization in Video Generation Tsai-Shien Chen Aliaksandr Siarohin Willi Menapace Yuwei Fang Kwot Sin Lee Ivan Skorokhodov Kfir Aberman Jun-Yan Zhu Ming Yang Sergey Tulyakov DiffM VGen 69 7 0 10 Jan 2025
Solving the Catastrophic Forgetting Problem in Generalized Category Discovery Xinzi Cao Xiawu Zheng G. Wang Weijiang Yu Yunhang Shen Ke Li Yutong Lu Yonghong Tian CLL 42 4 0 09 Jan 2025
ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning Yuzhou Huang Ziyang Yuan Quande Liu Qiulin Wang Xintao Wang Ruimao Zhang Pengfei Wan Di Zhang Kun Gai VGen DiffM 37 10 0 08 Jan 2025
Enhancing Contrastive Learning for Retinal Imaging via Adjusted Augmentation Scales Zijie Cheng B. Li André Altmann P. Keane Yukun Zhou MedIm 29 0 0 05 Jan 2025
Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation S. Park Subeen Lee Hyun Seok Seong Jaejoon Yoo Jae-Pil Heo 37 1 0 03 Jan 2025
RealCustom++: Representing Images as Real-Word for Real-Time Customization Zhendong Mao Mengqi Huang Fei Ding Mingcong Liu Qian He Xiaojun Chang DiffM 75 6 0 03 Jan 2025
Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models Yifan Zhang Junhui Hou 66 1 0 03 Jan 2025
Conditional Balance: Improving Multi-Conditioning Trade-Offs in Image Generation Nadav Cohen O. Nir Ariel Shamir DiffM 33 1 0 31 Dec 2024
Edicho: Consistent Image Editing in the Wild Qingyan Bai Hao Ouyang Yinghao Xu Qiuyu Wang Ceyuan Yang Ka Leong Cheng Yujun Shen Qifeng Chen DiffM 74 1 0 30 Dec 2024
Uncertainty Herding: One Active Learning Method for All Label Budgets Wonho Bae Gabriel L. Oliveira Danica J. Sutherland UQCV 150 0 0 30 Dec 2024
Hierarchical Vector Quantization for Unsupervised Action Segmentation Federico Spurio Emad Bahrami Gianpiero Francesca Juergen Gall 39 0 0 23 Dec 2024
Enhancing Contrastive Learning Inspired by the Philosophy of "The Blind Men and the Elephant" Yudong Zhang Ruobing Xie Jiansheng Chen X. Sun Zhanhui Kang Yu Wang 83 0 0 21 Dec 2024
RelationField: Relate Anything in Radiance Fields Sebastian Koch Johanna Wald Mirco Colosi Narunas Vaskevicius Pedro Hermosilla F. Tombari Timo Ropinski 109 1 0 18 Dec 2024
GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding Haoyi Jiang Liu Liu Tianheng Cheng Xinjie Wang Tianwei Lin Zhizhong Su W. Liu X. Wang 3DGS ViT 113 5 0 17 Dec 2024
Wonderland: Navigating 3D Scenes from a Single Image Hanwen Liang Junli Cao Vidit Goel Guocheng Qian Sergei Korolev Demetri Terzopoulos Konstantinos N. Plataniotis Sergey Tulyakov Jian Ren VGen 128 11 0 16 Dec 2024
Wearable Accelerometer Foundation Models for Health via Knowledge Distillation Salar Abbaspourazad Anshuman Mishra Joseph D. Futoma Andrew C. Miller Ian Shapiro 88 0 0 15 Dec 2024
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer H. Chen Z. Wang X. Li X. Sun Fangyi Chen Jiang Liu J. Wang Bhiksha Raj Zicheng Liu Emad Barsoum VLM 111 6 0 14 Dec 2024
Omni-Scene: Omni-Gaussian Representation for Ego-Centric Sparse-View Scene Reconstruction Dongxu Wei Zhiqi Li Peidong Liu 105 1 0 09 Dec 2024
HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing Jinbin Bai Wei Chow L. Yang Xiangtai Li Juncheng Billy Li H. Zhang Shuicheng Yan 101 3 0 05 Dec 2024
Beyond [cls]: Exploring the true potential of Masked Image Modeling representations Marcin Przewiȩźlikowski Randall Balestriero Wojciech Jasiński Marek 'Smieja Bartosz Zieliñski 69 0 0 04 Dec 2024
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training Sanghwan Kim Rui Xiao Mariana-Iuliana Georgescu Stephan Alaniz Zeynep Akata VLM 74 1 0 02 Dec 2024
Hallo3: Highly Dynamic and Realistic Portrait Image Animation with Video Diffusion Transformer Jiahao Cui Hui Li Yun Zhan Hanlin Shang K. Cheng Yuqi Ma Shan Mu Hang Zhou Jingdong Wang Siyu Zhu ViT VGen 102 6 0 01 Dec 2024
Explaining the Impact of Training on Vision Models via Activation Clustering Ahcène Boubekki Samuel G. Fadel Sebastian Mair 89 0 0 29 Nov 2024
T-3DGS: Removing Transient Objects for 3D Scene Reconstruction Vadim Pryadilshchikov Alexander Markin Artem Komarichev Ruslan Rakhimov Peter Wonka Evgeny Burnaev 3DGS 79 1 0 29 Nov 2024
ROSE: Revolutionizing Open-Set Dense Segmentation with Patch-Wise Perceptual Large Multimodal Model Kunyang Han Yibo Hu Mengxue Qu Hailin Shi Yao Zhao Y. X. Wei MLLM VLM 3DV 85 1 0 29 Nov 2024
InstanceGaussian: Appearance-Semantic Joint Gaussian Representation for 3D Instance-Level Perception Haijie Li Y. Wu Jiarui Meng Qiankun Gao Zhiyao Zhang Ronggang Wang Jian Andrew Zhang ISeg 89 2 0 28 Nov 2024
Evaluating Vision-Language Models as Evaluators in Path Planning Mohamed Aghzal Xiang Yue E. Plaku Ziyu Yao LRM 74 1 0 27 Nov 2024
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model Huiyang Hu Peijin Wang Hanbo Bi Boyuan Tong Z. Wang ... Ziqi Zhang QiXiang Ye Kun Fu Xian Sun Xian Sun 100 0 0 27 Nov 2024
Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic Segmentation Chanyoung Kim Dayun Ju Woojung Han Ming-Hsuan Yang Seong Jae Hwang VLM VOS 79 0 0 26 Nov 2024
SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis Hyojun Go Byeongjun Park Jiho Jang Jin-Young Kim Soonwoo Kwon Changick Kim 3DGS 113 2 0 25 Nov 2024
A Review of Bayesian Uncertainty Quantification in Deep Probabilistic Image Segmentation M. Valiuddin R. V. Sloun C.G.A. Viviers Peter H. N. de With Fons van der Sommen UQCV 89 1 0 25 Nov 2024
RECAST: Reparameterized, Compact weight Adaptation for Sequential Tasks Nazia Tasnim Bryan A. Plummer CLL OffRL 74 0 0 25 Nov 2024
Self-Calibrated CLIP for Training-Free Open-Vocabulary Segmentation Sule Bai Yong-Jin Liu Yifei Han Haoji Zhang Yansong Tang VLM 79 3 0 24 Nov 2024
PriorDiffusion: Leverage Language Prior in Diffusion Models for Monocular Depth Estimation Ziyao Zeng Jingcheng Ni Daniel Wang Patrick Rim Younjoon Chung Fengyu Yang Byung-Woo Hong A. Wong DiffM MDE 108 2 0 24 Nov 2024
AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea Qifan Yu Wei Chow Zhongqi Yue Kaihang Pan Yang Wu Xiaoyang Wan Juncheng Billy Li Siliang Tang H. Zhang Yueting Zhuang DiffM 103 15 0 24 Nov 2024