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Emerging Properties in Self-Supervised Vision Transformers

29 April 2021

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

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Title
NeRF On-the-go: Exploiting Uncertainty for Distractor-free NeRFs in the Wild Weining Ren Zihan Zhu Boyang Sun Jiaqi Chen Marc Pollefeys Songyou Peng 139 35 0 29 May 2024
Zero-to-Hero: Enhancing Zero-Shot Novel View Synthesis via Attention Map Filtering Ido Sobol Chenfeng Xu Or Litany DiffM 80 2 0 29 May 2024
Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation Kimia Hamidieh Haoran Zhang Swami Sankaranarayanan Marzyeh Ghassemi 99 0 0 28 May 2024
WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization Jiawei Ma Yulei Niu Shiyuan Huang G. Han Shih-Fu Chang VLM 86 1 0 28 May 2024
SCE-MAE: Selective Correspondence Enhancement with Masked Autoencoder for Self-Supervised Landmark Estimation Kejia Yin Varshanth R. Rao R. Jiang Xudong Liu P. Aarabi David B. Lindell 104 0 0 28 May 2024
Self-Supervised Learning Based Handwriting Verification Mihir Chauhan Mohammad Abuzar Shaikh Abhishek Satbhai Mir Basheer Ali B. Ramamurthy Mingchen Gao Siwei Lyu Sargur Srihari 83 2 0 28 May 2024
Render and Diffuse: Aligning Image and Action Spaces for Diffusion-based Behaviour Cloning Vitalis Vosylius Younggyo Seo Jafar Uruç Stephen James 72 12 0 28 May 2024
In-Context Symmetries: Self-Supervised Learning through Contextual World Models Sharut Gupta Chenyu Wang Yifei Wang Tommi Jaakkola Stefanie Jegelka 74 3 0 28 May 2024
Visualizing the loss landscape of Self-supervised Vision Transformer Youngwan Lee Jeffrey Willette Jonghee Kim Sung Ju Hwang ViT 71 1 0 28 May 2024
DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive Architecture Shentong Mo Sukmin Yun 91 3 0 28 May 2024
Relational Self-supervised Distillation with Compact Descriptors for Image Copy Detection Juntae Kim Sungwon Woo Jongho Nang 103 1 0 28 May 2024
Near-Infrared and Low-Rank Adaptation of Vision Transformers in Remote Sensing Irem Ülkü Ö. Ö. Tanriöver Erdem Akagündüz ViT 47 0 0 28 May 2024
Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment Xin Xiao Bohong Wu Jiacong Wang Chunyuan Li Xun Zhou Haoyuan Guo VLM 73 9 0 28 May 2024
Adapting Pre-Trained Vision Models for Novel Instance Detection and Segmentation Ya Lu Jishnu Jaykumar Yunhui Guo Nicholas Ruozzi Yu Xiang VLM ISeg 155 5 0 28 May 2024
Don't Miss the Forest for the Trees: Attentional Vision Calibration for Large Vision Language Models Sangmin Woo Donguk Kim Jaehyuk Jang Yubin Choi Changick Kim 117 15 0 28 May 2024
Potential Field Based Deep Metric Learning Shubhang Bhatnagar Narendra Ahuja 143 1 0 28 May 2024
GOI: Find 3D Gaussians of Interest with an Optimizable Open-vocabulary Semantic-space Hyperplane Yansong Qu Shaohui Dai Xinyang Li Jianghang Lin Liujuan Cao Shengchuan Zhang Rongrong Ji 127 23 0 27 May 2024
RB-Modulation: Training-Free Personalization of Diffusion Models using Stochastic Optimal Control Litu Rout Yujia Chen Nataniel Ruiz Abhishek Kumar Constantine Caramanis Sanjay Shakkottai Wen-Sheng Chu DiffM 101 26 0 27 May 2024
Evolutive Rendering Models Fangneng Zhan Hanxue Liang Yifan Wang Michael Niemeyer Michael Oechsle Adam Kortylewski Cengiz Öztireli Gordon Wetzstein Christian Theobalt 3DV 64 0 0 27 May 2024
Memorize What Matters: Emergent Scene Decomposition from Multitraverse Yiming Li Zehong Wang Yue Wang Zhiding Yu Zan Gojcic Marco Pavone Chen Feng Jose M. Alvarez 3DGS 102 1 0 27 May 2024
Automatic Jailbreaking of the Text-to-Image Generative AI Systems Minseon Kim Hyomin Lee Boqing Gong Huishuai Zhang Sung Ju Hwang 80 12 0 26 May 2024
User-Friendly Customized Generation with Multi-Modal Prompts Linhao Zhong Yan Hong Wentao Chen Binglin Zhou Yiyi Zhang Jianfu Zhang Liqing Zhang DiffM 82 1 0 26 May 2024
Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception Shuangpeng Han Ziyu Wang Mengmi Zhang 102 0 0 26 May 2024
Probabilistic Contrastive Learning with Explicit Concentration on the Hypersphere H. Li Ouyang Cheng Tamaz Amiranashvili Matthew S. Rosen Bjoern Menze J. Iglesias 100 0 0 26 May 2024
VOODOO XP: Expressive One-Shot Head Reenactment for VR Telepresence Phong Tran Egor Zakharov Long-Nhat Ho Liwen Hu Adilbek Karmanov Aviral Agarwal Mclean Goldwhite Ariana Bermudez Venegas Anh Tran Hao Li 3DH 100 4 0 25 May 2024
Recasting Generic Pretrained Vision Transformers As Object-Centric Scene Encoders For Manipulation Policies Jianing Qian Anastasios Panagopoulos Dinesh Jayaraman LM&Ro ViT 78 5 0 24 May 2024
Bridging The Gap between Low-rank and Orthogonal Adaptation via Householder Reflection Adaptation Shen Yuan Haotian Liu Hongteng Xu 86 5 0 24 May 2024
LAM3D: Large Image-Point-Cloud Alignment Model for 3D Reconstruction from Single Image Ruikai Cui Xibin Song Weixuan Sun Senbo Wang Weizhe Liu ... Taizhang Shang Yang Li Nick Barnes Hongdong Li Pan Ji 3DV 84 5 0 24 May 2024
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach Huy V. Vo Vasil Khalidov Timothée Darcet Théo Moutakanni Nikita Smetanin ... Maxime Oquab Armand Joulin Hervé Jégou Patrick Labatut Piotr Bojanowski SSL 169 23 0 24 May 2024
Enhancing Text-to-Image Editing via Hybrid Mask-Informed Fusion Aoxue Li Mingyang Yi Zhenguo Li DiffM 81 0 0 24 May 2024
Retro: Reusing teacher projection head for efficient embedding distillation on Lightweight Models via Self-supervised Learning Khanh-Binh Nguyen Chae Jung Park 86 0 0 24 May 2024
Towards Global Optimal Visual In-Context Learning Prompt Selection Chengming Xu Chen Liu Yikai Wang Yanwei Fu 40 5 0 24 May 2024
Benchmarking Hierarchical Image Pyramid Transformer for the classification of colon biopsies and polyps in histopathology images Nohemi Sofia Leon Contreras Marina DÁmato Francesco Ciompi Clement Grisi W. Aswolinskiy Simona Vatrano Filippo Fraggetta Iris Nagtegaal 45 0 0 24 May 2024
MuDreamer: Learning Predictive World Models without Reconstruction Maxime Burchi Radu Timofte 75 4 0 23 May 2024
What Variables Affect Out-Of-Distribution Generalization in Pretrained Models? Md Yousuf Harun Kyungbok Lee Jhair Gallardo Giri Krishnan Christopher Kanan 114 6 0 23 May 2024
Semantica: An Adaptable Image-Conditioned Diffusion Model Manoj Kumar N. Houlsby Emiel Hoogeboom DiffM VLM 103 0 0 23 May 2024
Distilling Vision-Language Pretraining for Efficient Cross-Modal Retrieval Young Kyun Jang Donghyun Kim Ser-nam Lim VLM 69 0 0 23 May 2024
Sparse-Tuning: Adapting Vision Transformers with Efficient Fine-tuning and Inference Ting Liu Xuyang Liu Liangtao Shi Zunnan Xu Siteng Huang Yi Xin Quanjun Yin 88 8 0 23 May 2024
Efficient Robot Learning for Perception and Mapping Niclas Vodisch SSL 89 0 0 23 May 2024
Efficiency for Free: Ideal Data Are Transportable Representations Peng Sun Yi Jiang Tao Lin DD 125 2 0 23 May 2024
LDM: Large Tensorial SDF Model for Textured Mesh Generation Rengan Xie Wenting Zheng Kai Huang Yizheng Chen Qi Wang Qi Ye Wei Chen Yuchi Huo 3DGS 88 1 0 23 May 2024
Visuo-Tactile Keypoint Correspondences for Object Manipulation Jeong-Jung Kim Dooyeol Koh Chang-Hyun Kim 47 0 0 23 May 2024
TIGER: Text-Instructed 3D Gaussian Retrieval and Coherent Editing Teng Xu Jiamin Chen Peng Chen Youjia Zhang Junqing Yu Wei Yang 3DGS DiffM 91 5 0 23 May 2024
Capsule Network Projectors are Equivariant and Invariant Learners Miles Everett A. Durrant Mingjun Zhong Georgios Leontidis SSL 3DPC 82 4 0 23 May 2024
Smooth Pseudo-Labeling Nikolaos Karaliolios Hervé Le Borgne Florian Chabot 65 0 0 23 May 2024
Mixture of Experts Meets Prompt-Based Continual Learning Minh Le An Nguyen Huy Nguyen Trang Nguyen Trang Pham L. Ngo Nhat Ho CLL 137 14 0 23 May 2024
Mamba-R: Vision Mamba ALSO Needs Registers Feng Wang Jiahao Wang Sucheng Ren Guoyizhe Wei J. Mei Wei Shao Yuyin Zhou Alan Yuille Cihang Xie Mamba 98 23 0 23 May 2024
AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2 Simon Damm M. Laszkiewicz Johannes Lederer Asja Fischer 135 8 0 23 May 2024
Invisible Backdoor Attack against Self-supervised Learning Hanrong Zhang Zhenting Wang Tingxu Han Mingyu Jin Chenlu Zhan Jundong Li Hongwei Wang Shiqing Ma Hongwei Wang Shiqing Ma AAML SSL 99 3 0 23 May 2024
Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection Jia Guo Shuai Lu Weihang Zhang Huiqi Li Huiqi Li Hongen Liao ViT 166 13 0 23 May 2024