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Emerging Properties in Self-Supervised Vision Transformers

29 April 2021

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

50 / 360 papers shown

Title
Lightweight Models for Emotional Analysis in Video Quoc-Tien Nguyen H. Nguyen V. Huynh 94 0 0 13 Mar 2025
4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models Wanhua Li Renping Zhou Jiawei Zhou Yingwei Song Johannes Herter Minghan Qin Gao Huang Hanspeter Pfister 3DGS VLM 130 3 0 13 Mar 2025
Implicit Contrastive Representation Learning with Guided Stop-gradient Byeongchan Lee Sehyun Lee SSL 249 2 0 12 Mar 2025
Evaluating Visual Explanations of Attention Maps for Transformer-based Medical Imaging Minjae Chung Jong Bum Won Ganghyun Kim Yujin Kim Utku Ozbulak MedIm 182 0 0 12 Mar 2025
Reangle-A-Video: 4D Video Generation as Video-to-Video Translation Hyeonho Jeong Suhyeon Lee Jong Chul Ye VGen 471 2 0 12 Mar 2025
Discovering Influential Neuron Path in Vision Transformers Yifan Wang Yifei Liu Yingdong Shi Chong Li Anqi Pang Sibei Yang Jingyi Yu Kan Ren ViT 235 0 0 12 Mar 2025
A Data-Centric Revisit of Pre-Trained Vision Models for Robot Learning Xin Wen Bingchen Zhao Yilun Chen Jiangmiao Pang Xiaojuan Qi LM&Ro 200 0 0 10 Mar 2025
VidBot: Learning Generalizable 3D Actions from In-the-Wild 2D Human Videos for Zero-Shot Robotic Manipulation Hanzhi Chen Boyang Sun Anran Zhang Marc Pollefeys Stefan Leutenegger LM&Ro 132 0 0 10 Mar 2025
SemHiTok: A Unified Image Tokenizer via Semantic-Guided Hierarchical Codebook for Multimodal Understanding and Generation Zhenpeng Chen Chunwei Wang Xiuwei Chen Hongbin Xu Jiawei Han Xiandan Liang J. N. Han Hang Xu Xiaodan Liang VLM 143 2 0 09 Mar 2025
A Quantitative Evaluation of the Expressivity of BMI, Pose and Gender in Body Embeddings for Recognition and Identification Basudha Pal Siyuan Huang 151 1 0 09 Mar 2025
Consistent Image Layout Editing with Diffusion Models Tao Xia Yudi Zhang Ting Liu Lei Zhang DiffM 116 1 0 09 Mar 2025
USP: Unified Self-Supervised Pretraining for Image Generation and Understanding Xiangxiang Chu Renda Li Yong Wang 223 1 0 08 Mar 2025
Beyond H&E: Unlocking Pathological Insights with Polarization via Self-supervised Learning Yao Du Jiaxin Zhuang Xiaoyu Zheng Jing Cong Limei Guo Chao He Lin Luo Xiaomeng Li MedIm 88 1 0 05 Mar 2025
Is Pre-training Applicable to the Decoder for Dense Prediction? Chao Ning Wanshui Gan Weihao Xuan Naoto Yokoya 254 0 0 05 Mar 2025
Teaching Metric Distance to Autoregressive Multimodal Foundational Models Jiwan Chung Saejin Kim Yongrae Jo Jinho Park Dongjun Min Youngjae Yu 222 0 0 04 Mar 2025
A Token-level Text Image Foundation Model for Document Understanding Tongkun Guan Zining Wang Pei Fu Zhengtao Guo Wei Shen ... Chen Duan Hao Sun Qianyi Jiang Junfeng Luo Xiaokang Yang VLM 138 2 0 04 Mar 2025
AirRoom: Objects Matter in Room Reidentification Runmao Yao Yi Du Zhuoqun Chen Haoze Zheng Chen Wang 98 0 0 03 Mar 2025
Generative Human Geometry Distribution Xiangjun Tang Biao Zhang Peter Wonka 3DH 170 0 0 03 Mar 2025
Scalable Real2Sim: Physics-Aware Asset Generation Via Robotic Pick-and-Place Setups Nicholas Pfaff Evelyn Fu Jeremy Binagia Phillip Isola Russ Tedrake 116 8 0 01 Mar 2025
Solving Instance Detection from an Open-World Perspective Qianqian Shen Yunhan Zhao Nahyun Kwon Jeeeun Kim Yanan Li Shu Kong 108 1 0 01 Mar 2025
Vector-Quantized Vision Foundation Models for Object-Centric Learning Rongzhen Zhao V. Wang Arno Solin Joni Pajarinen OCL VLM 525 1 0 27 Feb 2025
Examining the Threat Landscape: Foundation Models and Model Stealing Ankita Raj Deepankar Varma Chetan Arora AAML 270 1 0 25 Feb 2025
Graph Perceiver IO: A General Architecture for Graph Structured Data Seyun Bae Hoyoon Byun Changdae Oh Yoon-Sik Cho Kyungwoo Song GNN 239 3 0 24 Feb 2025
Vision-LSTM: xLSTM as Generic Vision Backbone Benedikt Alkin M. Beck Korbinian Poppel Sepp Hochreiter Johannes Brandstetter VLM 199 49 0 24 Feb 2025
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations Benedikt Alkin Lukas Miklautz Sepp Hochreiter Johannes Brandstetter VLM 232 8 0 24 Feb 2025
Data Attribution for Text-to-Image Models by Unlearning Synthesized Images Sheng-Yu Wang Aaron Hertzmann Alexei A. Efros Jun-Yan Zhu Richard Zhang TDI 191 3 0 21 Feb 2025
CustomVideoX: 3D Reference Attention Driven Dynamic Adaptation for Zero-Shot Customized Video Diffusion Transformers D. She Mushui Liu Jingxuan Pang Jin Wang Zhen Yang ... Yi Wang Qihan Huang Haobin Tang YunLong Yu Siming Fu VGen 203 5 0 21 Feb 2025
UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes T. Lentsch Holger Caesar D. Gavrila 3DPC 140 8 0 20 Feb 2025
FreqPrior: Improving Video Diffusion Models with Frequency Filtering Gaussian Noise Yunlong Yuan Yuanfan Guo Chunwei Wang Wei Zhang Hang Xu L. Zhang DiffM VGen 182 3 0 20 Feb 2025
Personalized Instance-based Navigation Toward User-Specific Objects in Realistic Environments Luca Barsellotti Roberto Bigazzi Marcella Cornia Lorenzo Baraldi Rita Cucchiara 196 1 0 20 Feb 2025
Simplifying DINO via Coding Rate Regularization Ziyang Wu Jingyuan Zhang Druv Pai Xinze Wang Chandan Singh Jianwei Yang Jianfeng Gao Yi-An Ma 495 1 0 17 Feb 2025
Object-Centric Image to Video Generation with Language Guidance Angel Villar-Corrales Gjergj Plepi Sven Behnke DiffM VGen OCL 235 1 0 17 Feb 2025
Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT Segmentation Yuexing Ding Jun Wang H. Lyu 196 0 0 17 Feb 2025
Dynamic Scene Understanding through Object-Centric Voxelization and Neural Rendering Yanpeng Zhao Yiwei Hao Siyu Gao Yunbo Wang Xiaokang Yang OCL 238 1 0 17 Feb 2025
PoGDiff: Product-of-Gaussians Diffusion Models for Imbalanced Text-to-Image Generation Ziyan Wang Sizhe Wei Xiaoming Huo Hao Wang DiffM 249 0 0 12 Feb 2025
From Pixels to Components: Eigenvector Masking for Visual Representation Learning Alice Bizeul Thomas M. Sutter Alain Ryser Bernhard Schölkopf Julius von Kügelgen Julia E. Vogt 172 2 0 10 Feb 2025
Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling Xiao Li Zekai Zhang Xiang Li Siyi Chen Zhihui Zhu Peng Wang Qing Qu DiffM 166 1 0 09 Feb 2025
UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation Tao Zhang Jinyong Wen Zhen Chen Kun Ding Di Zhang Chunhong Pan 243 1 0 04 Feb 2025
Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation Models Tongkun Liu Bing Li Xiao Jin Yupeng Shi Qiuying Li Xiang Wei 111 0 0 03 Feb 2025
Laser: Efficient Language-Guided Segmentation in Neural Radiance Fields Xingyu Miao Haoran Duan Yang Bai Tejal Shah Jun Song Yang Long R. Ranjan Ling Shao 152 5 0 31 Jan 2025
A Survey on Class-Agnostic Counting: Advancements from Reference-Based to Open-World Text-Guided Approaches Luca Ciampi Ali Azmoudeh Elif Ecem Akbaba Erdi Sarıtaş Ziya Ata Yazıcı H. K. Ekenel Giuseppe Amato Fabrizio Falchi 166 0 0 31 Jan 2025
Color Flow Imaging Microscopy Improves Identification of Stress Sources of Protein Aggregates in Biopharmaceuticals Michaela Cohrs Shiwoo Koak Yejin Lee Yu Jin Sung W. D. Neve Hristo L. Svilenov Utku Ozbulak 85 0 0 28 Jan 2025
Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets? Utku Ozbulak Esla Timothy Anzaku Solha Kang W. D. Neve J. Vankerschaver 120 0 0 28 Jan 2025
MATCHA:Towards Matching Anything Fei Xue Sven Elflein Laura Leal-Taixe Qunjie Zhou 124 1 0 28 Jan 2025
B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable Shreyash Arya Sukrut Rao Moritz Bohle Bernt Schiele 164 3 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 107 11 0 28 Jan 2025
VideoShield: Regulating Diffusion-based Video Generation Models via Watermarking Runyi Hu Jing Zhang You Li Jiwei Li Qing Guo Han Qiu Tianwei Zhang WIGM VGen 163 8 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 136 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 436 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 153 0 0 21 Jan 2025