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Emerging Properties in Self-Supervised Vision Transformers

29 April 2021

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

50 / 4,175 papers shown

Title
TVTSv2: Learning Out-of-the-box Spatiotemporal Visual Representations at Scale Ziyun Zeng Yixiao Ge Zhan Tong Xihui Liu Shutao Xia Ying Shan 82 9 0 23 May 2023
Federated Generalized Category Discovery Nan Pu Zhun Zhong Xinyuan Ji N. Sebe FedML 79 14 0 23 May 2023
Weakly Supervised 3D Open-vocabulary Segmentation Kunhao Liu Fangneng Zhan Jiahui Zhang Muyu Xu Yingchen Yu Abdulmotaleb El Saddik Christian Theobalt Eric P. Xing Shijian Lu 125 70 0 23 May 2023
A Study on Deep CNN Structures for Defect Detection From Laser Ultrasonic Visualization Testing Images Miya Nakajima Takahiro Saitoh Tsuyoshi Kato 64 2 0 23 May 2023
NORM: Knowledge Distillation via N-to-One Representation Matching Xiaolong Liu Lujun Li Chao Li Anbang Yao 113 71 0 23 May 2023
Pulling Target to Source: A New Perspective on Domain Adaptive Semantic Segmentation Haochen Wang Yujun Shen Jingjing Fei Wei Li Liwei Wu Yuxi Wang Zhaoxiang Zhang OOD 101 7 0 23 May 2023
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training Utku Ozbulak Hyun Jung Lee Beril Boga Esla Timothy Anzaku Ho-min Park Arnout Van Messem W. D. Neve J. Vankerschaver DiffM 107 38 0 23 May 2023
Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters Isaac Corley Caleb Robinson Rahul Dodhia J. L. Ferres Peyman Najafirad 122 19 0 22 May 2023
Materialistic: Selecting Similar Materials in Images Prafull Sharma Julien Philip Michael Gharbi Bill Freeman F. Durand Valentin Deschaintre DiffM 99 18 0 22 May 2023
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation Jian Ding Nan Xue Guisong Xia Bernt Schiele Dengxin Dai ViT 85 32 0 22 May 2023
You Only Look at One: Category-Level Object Representations for Pose Estimation From a Single Example Walter Goodwin Ioannis Havoutis Ingmar Posner 67 10 0 22 May 2023
Unsupervised Multi-view Pedestrian Detection Mengyin Liu Chao Zhu Shiqi Ren Xu-Cheng Yin 133 6 0 21 May 2023
What Makes for Good Visual Tokenizers for Large Language Models? Guangzhi Wang Yixiao Ge Xiaohan Ding Mohan S. Kankanhalli Ying Shan MLLM VLM 96 39 0 20 May 2023
Annealing Self-Distillation Rectification Improves Adversarial Training Yuehua Wu Hung-Jui Wang Shang-Tse Chen AAML 104 5 0 20 May 2023
Multimodal Web Navigation with Instruction-Finetuned Foundation Models Hiroki Furuta Kuang-Huei Lee Ofir Nachum Yutaka Matsuo Aleksandra Faust S. Gu Izzeddin Gur LM&Ro 179 103 0 19 May 2023
Neural Foundations of Mental Simulation: Future Prediction of Latent Representations on Dynamic Scenes Aran Nayebi R. Rajalingham M. Jazayeri G. R. Yang 82 20 0 19 May 2023
MALM: Mask Augmentation based Local Matching for Food-Recipe Retrieval Bhanu Prakash Voutharoja Peng Wang Lei Wang Vivienne Guan 69 6 0 18 May 2023
SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models Ziyi Wu Jingyu Hu Wuyue Lu Igor Gilitschenski Animesh Garg DiffM OCL 126 47 0 18 May 2023
Going Denser with Open-Vocabulary Part Segmentation Pei Sun Shoufa Chen Chenchen Zhu Fanyi Xiao Ping Luo Saining Xie Zhicheng Yan ObjD VLM 115 49 0 18 May 2023
ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities Peng Wang Shijie Wang Junyang Lin Shuai Bai Xiaohuan Zhou Jingren Zhou Xinggang Wang Chang Zhou VLM MLLM ObjD 151 122 0 18 May 2023
Annotation-free Audio-Visual Segmentation Jinxian Liu Yu Wang Chen Ju Chaofan Ma Ya Zhang Weidi Xie VOS VLM 109 30 0 18 May 2023
HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes A. Durrant Georgios Leontidis SSL 71 4 0 18 May 2023
Tuned Contrastive Learning Chaitanya Animesh Manmohan Chandraker SSL 45 0 0 18 May 2023
OR-NeRF: Object Removing from 3D Scenes Guided by Multiview Segmentation with Neural Radiance Fields Youtan Yin Zhoujie Fu Fan Yang Guosheng Lin 117 30 0 17 May 2023
CLIP-GCD: Simple Language Guided Generalized Category Discovery Rabah Ouldnoughi Chia-Wen Kuo Z. Kira VLM 82 14 0 17 May 2023
Cold PAWS: Unsupervised class discovery and addressing the cold-start problem for semi-supervised learning Evelyn J. Mannix H. Bondell SSL 36 0 0 17 May 2023
DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning Alexander H. Liu Heng-Jui Chang Michael Auli Wei-Ning Hsu James R. Glass 90 26 0 17 May 2023
Online Continual Learning Without the Storage Constraint Ameya Prabhu Zhipeng Cai P. Dokania Philip Torr V. Koltun Ozan Sener CLL 174 32 0 16 May 2023
Make-A-Protagonist: Generic Video Editing with An Ensemble of Experts Yuyang Zhao Enze Xie Lanqing Hong Zhenguo Li G. Lee DiffM VGen 102 34 0 15 May 2023
Learning Better Contrastive View from Radiologist's Gaze Sheng Wang Zixu Zhuang Xi Ouyang Lichi Zhang Zheren Li Chong Ma Tianming Liu Dinggang Shen Qian Wang MedIm 66 2 0 15 May 2023
AutoRecon: Automated 3D Object Discovery and Reconstruction Yuang Wang Xingyi He He Sida Peng Haotong Lin Hujun Bao Xiaowei Zhou 73 12 0 15 May 2023
Improved baselines for vision-language pre-training Enrico Fini Pietro Astolfi Adriana Romero Soriano Jakob Verbeek M. Drozdzal SSL CLIP VLM 128 23 0 15 May 2023
Fast Traversability Estimation for Wild Visual Navigation Jonas Frey Matías Mattamala Nived Chebrolu Cesar Cadena Maurice F. Fallon Marco Hutter 126 68 0 15 May 2023
Component-aware anomaly detection framework for adjustable and logical industrial visual inspection Tongkun Liu Bing Li Xiao Du Bingke Jiang Xiao Jin Liuyi Jin Zhu Zhao 81 29 0 15 May 2023
Masked Collaborative Contrast for Weakly Supervised Semantic Segmentation Fangwen Wu Jingxuan He Yufei Yin Y. Hao Gang Huang Lechao Cheng ISeg 85 6 0 15 May 2023
PLIP: Language-Image Pre-training for Person Representation Learning Jia-li Zuo Jiahao Hong Feng Zhang Changqian Yu Hanyu Zhou Changxin Gao Nong Sang Jingdong Wang VLM MLLM 132 38 0 15 May 2023
A Comprehensive Survey on Segment Anything Model for Vision and Beyond Chunhui Zhang Li Liu Yawen Cui Guanjie Huang Weilin Lin Yiqian Yang Yuehong Hu VLM 102 100 0 14 May 2023
Meta-DM: Applications of Diffusion Models on Few-Shot Learning W. Hu Xiurong Jiang Jiarun Liu Yuqi Yang Hui Tian DiffM 80 7 0 14 May 2023
Consistency Regularization for Domain Generalization with Logit Attribution Matching Han Gao Kaican Li Weiyan Xie Zhi Lin Yongxiang Huang Luning Wang Caleb Chen Cao N. Zhang 82 2 0 13 May 2023
CEMFormer: Learning to Predict Driver Intentions from In-Cabin and External Cameras via Spatial-Temporal Transformers Yunsheng Ma Wenqian Ye Xu Cao Amr Abdelraouf Kyungtae Han Rohit Gupta Ziran Wang 72 11 0 13 May 2023
CLIP-Count: Towards Text-Guided Zero-Shot Object Counting Ruixia Jiang Lin Liu Changan Chen VLM 121 72 0 12 May 2023
Region-Aware Pretraining for Open-Vocabulary Object Detection with Vision Transformers Dahun Kim A. Angelova Weicheng Kuo ObjD ViT VLM 84 80 0 11 May 2023
Hyperbolic Deep Learning in Computer Vision: A Survey Pascal Mettes Mina Ghadimi Atigh Martin Keller-Ressel Jeffrey Gu Serena Yeung 119 44 0 11 May 2023
Text-To-Concept (and Back) via Cross-Model Alignment Mazda Moayeri Keivan Rezaei Maziar Sanjabi Soheil Feizi CLIP 75 44 0 10 May 2023
Learning Semi-supervised Gaussian Mixture Models for Generalized Category Discovery Bingchen Zhao Xin Wen Kai Han 68 58 0 10 May 2023
Generative AI meets 3D: A Survey on Text-to-3D in AIGC Era Chenghao Li Chaoning Zhang Atish Waghwase Lik-Hang Lee François Rameau Yang Yang Sung-Ho Bae Choong Seon Hong 104 78 0 10 May 2023
ImageBind: One Embedding Space To Bind Them All Rohit Girdhar Alaaeldin El-Nouby Zhuang Liu Mannat Singh Kalyan Vasudev Alwala Armand Joulin Ishan Misra VLM 207 944 0 09 May 2023
Adapt and Align to Improve Zero-Shot Sketch-Based Image Retrieval Shiyin Dong Mingrui Zhu N. Wang Xinbo Gao VLM 81 3 0 09 May 2023
Model-Contrastive Federated Domain Adaptation Chang’an Yi Haotian Chen Yonghui Xu Yifan Zhang MedIm FedML 59 0 0 07 May 2023
PointCMP: Contrastive Mask Prediction for Self-supervised Learning on Point Cloud Videos Zhiqiang Shen Xiaoxiao Sheng Longguang Wang Y. Guo Qiong Liu Xiaoping Zhou 3DPC SSL 77 15 0 06 May 2023