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Emerging Properties in Self-Supervised Vision Transformers

29 April 2021

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

50 / 4,176 papers shown

Title
Amodal Ground Truth and Completion in the Wild Guanqi Zhan Chuanxia Zheng Weidi Xie Andrew Zisserman 82 22 0 28 Dec 2023
Unsupervised Universal Image Segmentation Dantong Niu Xudong Wang Xinyang Han Long Lian Roei Herzig Trevor Darrell VLM 94 20 0 28 Dec 2023
Segment3D: Learning Fine-Grained Class-Agnostic 3D Segmentation without Manual Labels Rui Huang Songyou Peng Ayca Takmaz Federico Tombari Marc Pollefeys Shiji Song Gao Huang Francis Engelmann VLM 110 40 0 28 Dec 2023
Unraveling the Key Components of OOD Generalization via Diversification Harold Benoit Liangze Jiang Andrei Atanov Ouguzhan Fatih Kar Mattia Rigotti Amir Zamir CML 102 2 0 26 Dec 2023
LangSplat: 3D Language Gaussian Splatting Minghan Qin Wanhua Li Jiawei Zhou Haoqian Wang Hanspeter Pfister VLM 3DGS 100 207 0 26 Dec 2023
SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation Yuxuan Zhang Yiren Song Jiaming Liu Rui Wang Jinpeng Yu ... Huaxia Li Xu Tang Yao Hu Han Pan Zhongliang Jing 119 69 0 26 Dec 2023
2D-Guided 3D Gaussian Segmentation Kun Lan Haoran Li Haolin Shi Wenjun Wu Yong Liao Lin Wang Pengyuan Zhou 3DV 3DGS 57 13 0 26 Dec 2023
V-STRONG: Visual Self-Supervised Traversability Learning for Off-road Navigation Sanghun Jung JoonHo Lee Xiangyun Meng Byron Boots Alexander Lambert 98 31 0 26 Dec 2023
Modality-Collaborative Transformer with Hybrid Feature Reconstruction for Robust Emotion Recognition Chengxin Chen Pengyuan Zhang 82 5 0 26 Dec 2023
Deep Structure and Attention Aware Subspace Clustering Wenhao Wu Weiwei Wang Shengjiang Kong 76 0 0 25 Dec 2023
A Survey on Open-Set Image Recognition Qiulei Dong Qiulei Dong BDL ObjD 92 7 0 25 Dec 2023
SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology S. Kapse Pushpak Pati Srijan Das Jingwei Zhang Chao Chen Maria Vakalopoulou Joel H. Saltz Dimitris Samaras Rajarsi R. Gupta Prateek Prasanna 95 12 0 22 Dec 2023
VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation Max Ku Dongfu Jiang Cong Wei Xiang Yue Wenhu Chen 108 61 0 22 Dec 2023
Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition Qianrui Zhou Hua Xu Hao Li Hanlei Zhang Xiaohan Zhang Yifan Wang Kai Gao 95 18 0 22 Dec 2023
Bootstrap Masked Visual Modeling via Hard Patches Mining Haochen Wang Junsong Fan Yuxi Wang Kaiyou Song Tiancai Wang Xiangyu Zhang Zhaoxiang Zhang 83 5 0 21 Dec 2023
Ponymation: Learning 3D Animal Motions from Unlabeled Online Videos Keqiang Sun Dor Litvak Yunzhi Zhang Hongsheng Li Jiajun Wu Shangzhe Wu 69 3 0 21 Dec 2023
DreamDistribution: Learning Prompt Distribution for Diverse In-distribution Generation Brian Nlong Zhao Yuhang Xiao Lyne Tchapmi Xinyang Jiang Yifan Yang Dongsheng Li Laurent Itti Vibhav Vineet Yunhao Ge VLM 144 7 0 21 Dec 2023
Generative Multimodal Models are In-Context Learners Quan-Sen Sun Yufeng Cui Xiaosong Zhang Fan Zhang Qiying Yu ... Yueze Wang Yongming Rao Jingjing Liu Tiejun Huang Xinlong Wang MLLM LRM 162 291 0 20 Dec 2023
Improving Semantic Correspondence with Viewpoint-Guided Spherical Maps Octave Mariotti Oisin Mac Aodha Hakan Bilen 90 19 0 20 Dec 2023
No More Shortcuts: Realizing the Potential of Temporal Self-Supervision I. Dave Simon Jenni Mubarak Shah 68 10 0 20 Dec 2023
TADAP: Trajectory-Aided Drivable area Auto-labeling with Pre-trained self-supervised features in winter driving conditions Eerik Alamikkotervo Risto Ojala Alvari Seppänen Kari Tammi 53 0 0 20 Dec 2023
Expediting Contrastive Language-Image Pretraining via Self-distilled Encoders Bumsoo Kim Jinhyung Kim Yeonsik Jo S. Kim VLM 103 4 0 19 Dec 2023
Hierarchical Vision Transformers for Context-Aware Prostate Cancer Grading in Whole Slide Images Clément Grisi G. Litjens Jeroen van der Laak MedIm 67 1 0 19 Dec 2023
Unsupervised Segmentation of Colonoscopy Images Heming Yao Jérôme Lüscher Benjamín Gutiérrez-Becker Josep Arús-Pous Tommaso Biancalani A. Bigorgne David Richmond MedIm 91 0 0 19 Dec 2023
CLIP-DINOiser: Teaching CLIP a few DINO tricks for open-vocabulary semantic segmentation Monika Wysoczañska Oriane Siméoni Michael Ramamonjisoa Andrei Bursuc Tomasz Trzciñski Patrick Pérez VLM CLIP 126 33 0 19 Dec 2023
On the Effectiveness of Retrieval, Alignment, and Replay in Manipulation Norman Di Palo Edward Johns 96 9 0 19 Dec 2023
pixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction David Charatan S. Li Andrea Tagliasacchi Vincent Sitzmann 3DGS 139 276 0 19 Dec 2023
DMT: Comprehensive Distillation with Multiple Self-supervised Teachers Yuang Liu Jing Wang Qiang-feng Zhou Fan Wang Jun Wang Wei Zhang 48 0 0 19 Dec 2023
Decoupled Textual Embeddings for Customized Image Generation Yufei Cai Yuxiang Wei Zhilong Ji Jinfeng Bai Hu Han Wangmeng Zuo DiffM 52 18 0 19 Dec 2023
Appearance-based Refinement for Object-Centric Motion Segmentation Junyu Xie Weidi Xie Andrew Zisserman VOS 101 3 0 18 Dec 2023
SinMPI: Novel View Synthesis from a Single Image with Expanded Multiplane Images Guo Pu Peng-Shuai Wang Zhouhui Lian 78 8 0 18 Dec 2023
Learning to Act without Actions Dominik Schmidt Minqi Jiang OffRL 140 38 0 17 Dec 2023
Anomaly Score: Evaluating Generative Models and Individual Generated Images based on Complexity and Vulnerability Ian Ryu Junghyuk Lee Jong-Seok Lee EGVM 106 2 0 17 Dec 2023
Transformers in Unsupervised Structure-from-Motion Hemang Chawla Arnav Varma Elahe Arani Bahram Zonooz ViT 55 1 0 16 Dec 2023
Semantic-Aware Autoregressive Image Modeling for Visual Representation Learning Kaiyou Song Shan Zhang Tong Wang VLM 86 2 0 16 Dec 2023
T-MAE: Temporal Masked Autoencoders for Point Cloud Representation Learning Weijie Wei Fatemeh Karimi Nejadasl Theo Gevers Martin R. Oswald 3DPC 92 3 0 15 Dec 2023
Structural Information Guided Multimodal Pre-training for Vehicle-centric Perception Tianlin Li Wentao Wu Chenglong Li Zhicheng Zhao Zhe Chen Yukai Shi Jin Tang 92 4 0 15 Dec 2023
Latent Diffusion Models with Image-Derived Annotations for Enhanced AI-Assisted Cancer Diagnosis in Histopathology Pedro Osório Guillermo Jiménez-Pérez Javier Montalt-Tordera Jens Hooge Guillem Duran Ballester ... Sabrina Schroeder K. Siudak Julia Vienenkoetter Bettina Lawrenz Sadegh Mohammadi MedIm 41 10 0 15 Dec 2023
Let All be Whitened: Multi-teacher Distillation for Efficient Visual Retrieval Zhe Ma Jianfeng Dong Shouling Ji Zhenguang Liu Xuhong Zhang Zonghui Wang Sifeng He Feng Qian Xiaobo Zhang Lei Yang 81 6 0 15 Dec 2023
SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery Xin Guo Jiangwei Lao Bo Dang Yingying Zhang Lei Yu ... Jian Wang Jingdong Chen Ming Yang Yongjun Zhang Yansheng Li 157 129 0 15 Dec 2023
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision Collin Burns Pavel Izmailov Jan Hendrik Kirchner Bowen Baker Leo Gao ... Adrien Ecoffet Manas Joglekar Jan Leike Ilya Sutskever Jeff Wu ELM 143 299 0 14 Dec 2023
General Object Foundation Model for Images and Videos at Scale Junfeng Wu Yi Jiang Qihao Liu Zehuan Yuan Xiang Bai Song Bai VOS VLM 111 41 0 14 Dec 2023
Triplane Meets Gaussian Splatting: Fast and Generalizable Single-View 3D Reconstruction with Transformers Zi-Xin Zou Zhipeng Yu Yuanchen Guo Yangguang Li Ding Liang Yan-Pei Cao Song-Hai Zhang 3DGS 120 184 0 14 Dec 2023
ProSGNeRF: Progressive Dynamic Neural Scene Graph with Frequency Modulated Auto-Encoder in Urban Scenes Tianchen Deng Siyang Liu Xuan Wang Yejia Liu Danwei W. Wang Weidong Chen 3DV 89 25 0 14 Dec 2023
ReCoRe: Regularized Contrastive Representation Learning of World Model Rudra P. K. Poudel Harit Pandya Stephan Liwicki Roberto Cipolla DRL OffRL 72 7 0 14 Dec 2023
Progressive Feature Self-reinforcement for Weakly Supervised Semantic Segmentation Jingxuan He Lechao Cheng Chaowei Fang Zunlei Feng Tingting Mu Min-Gyoo Song 94 7 0 14 Dec 2023
Guided Diffusion from Self-Supervised Diffusion Features Vincent Tao Hu Yunlu Chen Mathilde Caron Yuki M. Asano Cees G. M. Snoek Bjorn Ommer 94 11 0 14 Dec 2023
Toward General-Purpose Robots via Foundation Models: A Survey and Meta-Analysis Yafei Hu Quanting Xie Vidhi Jain Jonathan M Francis Jay Patrikar ... Xiaolong Wang Sebastian A. Scherer Z. Kira Fei Xia Yonatan Bisk LM&Ro AI4CE 138 75 0 14 Dec 2023
SKDF: A Simple Knowledge Distillation Framework for Distilling Open-Vocabulary Knowledge to Open-world Object Detector Shuailei Ma Yuefeng Wang Ying-yu Wei Jiaqi Fan Enming Zhang Xinyu Sun Peihao Chen ObjD 92 1 0 14 Dec 2023
Semi-supervised Semantic Segmentation Meets Masked Modeling:Fine-grained Locality Learning Matters in Consistency Regularization W. Pan Zhe Xu Jiangpeng Yan Zihan Wu Raymond Kai-Yu Tong Xiu Li Jianhua Yao ISeg 60 2 0 14 Dec 2023