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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
Detecting the open-world objects with the help of the Brain Shuailei Ma Yuefeng Wang Ying-yu Wei Peihao Chen Zhixiang Ye Jiaqi Fan Enming Zhang Thomas H. Li VLM ObjD 66 3 0 21 Mar 2023
eP-ALM: Efficient Perceptual Augmentation of Language Models Mustafa Shukor Corentin Dancette Matthieu Cord MLLM VLM 72 31 0 20 Mar 2023
Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning Sungnyun Kim Sangmin Bae Se-Young Yun 135 11 0 20 Mar 2023
PASS: Peer-Agreement based Sample Selection for training with Noisy Labels Arpit Garg Cuong C. Nguyen Rafael Felix Thanh-Toan Do G. Carneiro 64 2 0 20 Mar 2023
Unified Mask Embedding and Correspondence Learning for Self-Supervised Video Segmentation Liulei Li Wenguan Wang Tianfei Zhou Jianwu Li Yi Yang VOS 84 22 0 17 Mar 2023
Neural Refinement for Absolute Pose Regression with Feature Synthesis Shuai Chen Yash Bhalgat Xinghui Li Jiawang Bian Kejie Li Zirui Wang V. Prisacariu 97 19 0 17 Mar 2023
TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation Devavrat Tomar Guillaume Vray Behzad Bozorgtabar Jean-Philippe Thiran TTA 134 34 0 17 Mar 2023
DiffusionSeg: Adapting Diffusion Towards Unsupervised Object Discovery Chaofan Ma Yu-Hao Yang Chen Ju Feifan Zhang Jinxian Liu Yu Wang Ya Zhang Yanfeng Wang DiffM 96 38 0 17 Mar 2023
Denoising Diffusion Autoencoders are Unified Self-supervised Learners Weilai Xiang Hongyu Yang Di Huang Yunhong Wang DiffM 125 78 0 17 Mar 2023
Instance-Conditioned GAN Data Augmentation for Representation Learning Pietro Astolfi Arantxa Casanova Jakob Verbeek Pascal Vincent Adriana Romero Soriano M. Drozdzal 80 6 0 16 Mar 2023
LOCATE: Localize and Transfer Object Parts for Weakly Supervised Affordance Grounding Gen Li Varun Jampani Deqing Sun Laura Sevilla-Lara 97 44 0 16 Mar 2023
LERF: Language Embedded Radiance Fields Justin Kerr Chung Min Kim Ken Goldberg Angjoo Kanazawa Matthew Tancik 76 377 0 16 Mar 2023
SemDeDup: Data-efficient learning at web-scale through semantic deduplication Amro Abbas Kushal Tirumala Daniel Simig Surya Ganguli Ari S. Morcos 77 183 0 16 Mar 2023
P+: Extended Textual Conditioning in Text-to-Image Generation A. Voynov Qinghao Chu Daniel Cohen-Or Kfir Aberman VLM DiffM 121 186 0 16 Mar 2023
Steering Prototypes with Prompt-tuning for Rehearsal-free Continual Learning Zhuowei Li Long Zhao Zizhao Zhang Han Zhang Diya Liu Ting Liu Dimitris N. Metaxas CLL VLM 103 21 0 16 Mar 2023
Self-Supervised Visual Representation Learning on Food Images Andrew Peng Jiangpeng He Fengqing Zhu SSL 81 2 0 16 Mar 2023
Spherical Space Feature Decomposition for Guided Depth Map Super-Resolution Zixiang Zhao Jiangshe Zhang X. Gu Chengli Tan Shuang Xu Yulun Zhang Radu Timofte Luc Van Gool 80 33 0 15 Mar 2023
Stochastic Segmentation with Conditional Categorical Diffusion Models L. Zbinden Lars Doorenbos Theodoros Pissas Adrian Thomas Huber Raphael Sznitman Pablo Márquez-Neila DiffM 72 31 0 15 Mar 2023
Class-Guided Image-to-Image Diffusion: Cell Painting from Brightfield Images with Class Labels J. Cross-Zamirski P. Anand Guy B. Williams E. Mouchet Yinhai Wang Carola-Bibiane Schönlieb VLM DiffM MedIm 98 8 0 15 Mar 2023
PLEX: Making the Most of the Available Data for Robotic Manipulation Pretraining G. Thomas Ching-An Cheng Ricky Loynd Felipe Vieira Frujeri Vibhav Vineet Mihai Jalobeanu Andrey Kolobov SSL 65 9 0 15 Mar 2023
Making Vision Transformers Efficient from A Token Sparsification View Shuning Chang Pichao Wang Ming Lin Fan Wang David Junhao Zhang Rong Jin Mike Zheng Shou ViT 100 26 0 15 Mar 2023
RSFNet: A White-Box Image Retouching Approach using Region-Specific Color Filters Wenqi Ouyang Yi Dong Xiaoyang Kang Peiran Ren Xin Xu Xuansong Xie 79 8 0 15 Mar 2023
RICO: Regularizing the Unobservable for Indoor Compositional Reconstruction Zizhang Li Xiaoyang Lyu Yuanyuan Ding Mengmeng Wang Yiyi Liao Yong-Jin Liu 81 12 0 15 Mar 2023
Exploring Resiliency to Natural Image Corruptions in Deep Learning using Design Diversity Rafael Rosales Pablo Munoz Michael Paulitsch 73 2 0 15 Mar 2023
MAHTM: A Multi-Agent Framework for Hierarchical Transactive Microgrids Nicolas Mauricio Cuadrado Roberto Gutiérrez Yongli Zhu Martin Takáč 72 2 0 15 Mar 2023
Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image Classification Honglin Li Chenglu Zhu Yunlong Zhang Yuxuan Sun Zhongyi Shui Wenwei Kuang S. Zheng Ling Yang 128 59 0 15 Mar 2023
Rethinking Optical Flow from Geometric Matching Consistent Perspective Qiaole Dong Chenjie Cao Yanwei Fu 100 34 0 15 Mar 2023
OVRL-V2: A simple state-of-art baseline for ImageNav and ObjectNav Karmesh Yadav Arjun Majumdar Ram Ramrakhya Naoki Yokoyama Alexei Baevski Z. Kira Oleksandr Maksymets Dhruv Batra ViT 99 49 0 14 Mar 2023
AdPE: Adversarial Positional Embeddings for Pretraining Vision Transformers via MAE+ Tianlin Li Ying Wang Ziwei Xuan Guo-Jun Qi ViT 75 3 0 14 Mar 2023
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need Da-Wei Zhou Han-Jia Ye De-Chuan Zhan Ziwei Liu CLL 106 111 0 13 Mar 2023
DPPMask: Masked Image Modeling with Determinantal Point Processes Junde Xu Zikai Lin Donghao Zhou Yao-Cheng Yang Xiangyun Liao Bian Wu Guangyong Chen Pheng-Ann Heng 76 1 0 13 Mar 2023
FireRisk: A Remote Sensing Dataset for Fire Risk Assessment with Benchmarks Using Supervised and Self-supervised Learning Shuchang Shen Sachith Seneviratne Xinye Wanyan M. Kirley 80 14 0 13 Mar 2023
Pretrained ViTs Yield Versatile Representations For Medical Images Christos Matsoukas Johan Fredin Haslum Magnus P Soderberg Kevin Smith MedIm ViT 65 14 0 13 Mar 2023
CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention Wenxiao Wang Wei Chen Qibo Qiu Long Chen Boxi Wu Binbin Lin Xiaofei He Wei Liu 98 49 0 13 Mar 2023
Extending global-local view alignment for self-supervised learning with remote sensing imagery Xinye Wanyan Sachith Seneviratne Shuchang Shen M. Kirley 123 19 0 12 Mar 2023
Improving Masked Autoencoders by Learning Where to Mask Haijia Chen Wendong Zhang Yunbo Wang Xiaokang Yang SSL 62 20 0 12 Mar 2023
Semi-supervised Hand Appearance Recovery via Structure Disentanglement and Dual Adversarial Discrimination Zimeng Zhao Binghui Zuo Zhiyu Long Yangang Wang 56 5 0 11 Mar 2023
DETA: Denoised Task Adaptation for Few-Shot Learning Ji Zhang Lianli Gao Xu Luo Hengtao Shen Jingkuan Song VLM 107 21 0 11 Mar 2023
Stabilizing Transformer Training by Preventing Attention Entropy Collapse Shuangfei Zhai Tatiana Likhomanenko Etai Littwin Dan Busbridge Jason Ramapuram Yizhe Zhang Jiatao Gu J. Susskind AAML 116 78 0 11 Mar 2023
Towards domain-invariant Self-Supervised Learning with Batch Styles Standardization Marin Scalbert Maria Vakalopoulou Florent Couzinié-Devy 104 2 0 10 Mar 2023
Adapting Contrastive Language-Image Pretrained (CLIP) Models for Out-of-Distribution Detection Nikolas Adaloglou Félix D. P. Michels Tim Kaiser M. Kollmann VLM 67 0 0 10 Mar 2023
Self-supervised Facial Action Unit Detection with Region and Relation Learning Juan Song Zhilei Liu ViT 40 1 0 10 Mar 2023
Mimic before Reconstruct: Enhancing Masked Autoencoders with Feature Mimicking Peng Gao Renrui Zhang Rongyao Fang Ziyi Lin Hongyang Li Hongsheng Li Qiao Yu 65 19 0 09 Mar 2023
Masked Image Modeling with Local Multi-Scale Reconstruction Haoqing Wang Yehui Tang Yunhe Wang Jianyuan Guo Zhiwei Deng Kai Han 90 52 0 09 Mar 2023
Classification in Histopathology: A unique deep embeddings extractor for multiple classification tasks A. Nivaggioli Nicolas Pozin Rémy Peyret Stéphane Sockeel Marie Sockeel Nicolas Nerrienet Marceau Clavel Clara Simmat C. Miquel MedIm 40 0 0 09 Mar 2023
TQ-Net: Mixed Contrastive Representation Learning For Heterogeneous Test Questions He Zhu Xihua Li Xuemin Zhao Yunbo Cao Shan Yu 25 0 0 09 Mar 2023
A Unified Arbitrary Style Transfer Framework via Adaptive Contrastive Learning Yuxin Zhang Fan Tang Weiming Dong Haibin Huang Chongyang Ma Tong-Yee Lee Changsheng Xu 96 25 0 09 Mar 2023
Rethinking Visual Prompt Learning as Masked Visual Token Modeling Ning Liao Bowen Shi Xiaopeng Zhang Min Cao Junchi Yan Qi Tian VLM 81 8 0 09 Mar 2023
Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models Jiarui Xu Sifei Liu Arash Vahdat Wonmin Byeon Xiaolong Wang Shalini De Mello VLM 286 336 0 08 Mar 2023
Video-P2P: Video Editing with Cross-attention Control Shaoteng Liu Yuechen Zhang Wenbo Li Zhe Lin Jiaya Jia DiffM VGen 219 221 0 08 Mar 2023