Title
HAP: Structure-Aware Masked Image Modeling for Human-Centric Perception Junkun Yuan Xinyu Zhang Hao Zhou Jian Wang Zhongwei Qiu ... Junyu Han Errui Ding Lanfen Lin Leilei Gan Jingdong Wang 73 19 0 31 Oct 2023
Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering Zijie Song Zhenzhen Hu Richang Hong SSL 104 0 0 27 Oct 2023
Bridging The Gaps Between Token Pruning and Full Pre-training via Masked Fine-tuning Fengyuan Shi Limin Wang ViT 52 0 0 26 Oct 2023
Minimalist and High-Performance Semantic Segmentation with Plain Vision Transformers Yuanduo Hong Jue Wang Weichao Sun Huihui Pan VLM ViT 88 7 0 19 Oct 2023
Enhancing Representations through Heterogeneous Self-Supervised Learning Zhongyu Li Bo-Wen Yin Yongxiang Liu Li Liu Ming-Ming Cheng SSL 53 2 0 08 Oct 2023
Human-oriented Representation Learning for Robotic Manipulation Mingxiao Huo Mingyu Ding Chenfeng Xu Thomas Tian Xinghao Zhu Yao Mu Lingfeng Sun Masayoshi Tomizuka Wei Zhan SSL 106 12 0 04 Oct 2023
Understanding Masked Autoencoders From a Local Contrastive Perspective Xiaoyu Yue Lei Bai Meng Wei Jiangmiao Pang Xihui Liu Luping Zhou Wanli Ouyang SSL 97 4 0 03 Oct 2023
Self-supervised Learning for Anomaly Detection in Computational Workflows Hongwei Jin Krishnan Raghavan George Papadimitriou Cong Wang A. Mandal Ewa Deelman Prasanna Balaprakash 57 1 0 02 Oct 2023
Regress Before Construct: Regress Autoencoder for Point Cloud Self-supervised Learning Yang Liu Chong Chen Can Wang Xulin King Mengyuan Liu 3DPC 69 9 0 25 Sep 2023
Masked Image Residual Learning for Scaling Deeper Vision Transformers Guoxi Huang Hongtao Fu A. Bors 119 7 0 25 Sep 2023
Beyond Image Borders: Learning Feature Extrapolation for Unbounded Image Composition Xiaoyu Liu Ming-Yu Liu Junyi Li Shuai Liu Xiaotao Wang Lei Lei Wangmeng Zuo 73 2 0 21 Sep 2023
Heterogeneous Generative Knowledge Distillation with Masked Image Modeling Ziming Wang Shumin Han Xiaodi Wang Jing Hao Xianbin Cao Baochang Zhang VLM 68 0 0 18 Sep 2023
LiteTrack: Layer Pruning with Asynchronous Feature Extraction for Lightweight and Efficient Visual Tracking Qingmao Wei Bi Zeng Jianqi Liu Li He Guotian Zeng 89 12 0 17 Sep 2023
Nucleus-aware Self-supervised Pretraining Using Unpaired Image-to-image Translation for Histopathology Images Zhiyun Song Penghui Du Junpeng Yan Keqin Li Jianzhong Shou Maode Lai Yubo Fan Yan Xu 95 7 0 14 Sep 2023
AMLP:Adaptive Masking Lesion Patches for Self-supervised Medical Image Segmentation Xiang-Fei Wang Ruizhi Wang Jie Zhou Thomas Lukasiewicz Zhenghua Xu 102 0 0 08 Sep 2023
DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions Haochen Wang Junsong Fan Yuxi Wang Kaiyou Song Tong Wang Zhaoxiang Zhang 80 21 0 07 Sep 2023
Towards Efficient Training with Negative Samples in Visual Tracking Qingmao Wei Bi Zeng Guotian Zeng AAML 80 1 0 06 Sep 2023
Efficient Training for Visual Tracking with Deformable Transformer Qingmao Wei Guotian Zeng Bi Zeng ViT 130 4 0 06 Sep 2023
Empowering Low-Light Image Enhancer through Customized Learnable Priors Naishan Zheng Man Zhou Yanmeng Dong Xiangyu Rui Jie Huang Chongyi Li Fengmei Zhao 103 30 0 05 Sep 2023
RevColV2: Exploring Disentangled Representations in Masked Image Modeling Qi Han Yuxuan Cai Xiangyu Zhang 119 7 0 02 Sep 2023
Masked Feature Modelling: Feature Masking for the Unsupervised Pre-training of a Graph Attention Network Block for Bottom-up Video Event Recognition Dimitrios Daskalakis Nikolaos Gkalelis Vasileios Mezaris 71 0 0 24 Aug 2023
Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding Jiantao Wu Shentong Mo Muhammad Awais Sara Atito Zhenhua Feng J. Kittler VLM 102 4 0 22 Aug 2023
Learning to In-paint: Domain Adaptive Shape Completion for 3D Organ Segmentation Mingjin Chen Yongkang He Yongyi Lu Zhi-Yi Yang MedIm 71 1 0 17 Aug 2023
pNNCLR: Stochastic Pseudo Neighborhoods for Contrastive Learning based Unsupervised Representation Learning Problems Momojit Biswas Himanshu Buckchash Dilip K. Prasad SSL 102 8 0 14 Aug 2023
Exploring Transformers for Open-world Instance Segmentation Jiannan Wu Yi Jiang B. Yan Huchuan Lu Zehuan Yuan Ping Luo ViT 76 6 0 08 Aug 2023
Improving Pixel-based MIM by Reducing Wasted Modeling Capability Yuan Liu Songyang Zhang Jiacheng Chen Zhaohui Yu Kai-xiang Chen Dahua Lin 102 32 0 01 Aug 2023
MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments Spyros Gidaris Andrei Bursuc Oriane Siméoni Antonín Vobecký N. Komodakis Matthieu Cord Patrick Pérez SSL ViT 52 3 0 18 Jul 2023
Hybrid Distillation: Connecting Masked Autoencoders with Contrastive Learners Bowen Shi Xiaopeng Zhang Yaoming Wang Jin Li Wenrui Dai Junni Zou H. Xiong Qi Tian 95 4 0 28 Jun 2023
Patch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation Learning Shaofeng Zhang Feng Zhu Rui Zhao Junchi Yan 81 18 0 23 Jun 2023
Inter-Instance Similarity Modeling for Contrastive Learning Chen Shen Dawei Liu Hao Tang Zhe Qu Jianxin Wang SSL 70 7 0 21 Jun 2023
Learning to Mask and Permute Visual Tokens for Vision Transformer Pre-Training Lorenzo Baraldi Roberto Amoroso Marcella Cornia Lorenzo Baraldi Andrea Pilzer Rita Cucchiara 151 2 0 12 Jun 2023
SegViTv2: Exploring Efficient and Continual Semantic Segmentation with Plain Vision Transformers Bowen Zhang Liyang Liu Minh Hieu Phan Zhi Tian Chunhua Shen Yifan Liu ViT 112 30 0 09 Jun 2023
ADDP: Learning General Representations for Image Recognition and Generation with Alternating Denoising Diffusion Process Changyao Tian Chenxin Tao Jifeng Dai Hao Li Ziheng Li Lewei Lu Xiaogang Wang Hongsheng Li Gao Huang Xizhou Zhu DiffM 102 10 0 08 Jun 2023
R-MAE: Regions Meet Masked Autoencoders Duy-Kien Nguyen Vaibhav Aggarwal Yanghao Li Martin R. Oswald Alexander Kirillov Cees G. M. Snoek Xinlei Chen TPM 104 11 0 08 Jun 2023
Understanding Masked Autoencoders via Hierarchical Latent Variable Models Lingjing Kong Martin Q. Ma Guan-Hong Chen Eric Xing Yuejie Chi Louis-Philippe Morency Kun Zhang 75 31 0 08 Jun 2023
Asymmetric Patch Sampling for Contrastive Learning Chen Shen Jianzhong Chen Shu Wang Hulin Kuang Jin Liu Jianxin Wang SSL 107 5 0 05 Jun 2023
A Novel Driver Distraction Behavior Detection Method Based on Self-supervised Learning with Masked Image Modeling Yingzhi Zhang Taiguo Li Chong Li Xinghong Zhou 124 11 0 01 Jun 2023
Uncovering and Categorizing Social Biases in Text-to-SQL Yang Liu Yan Gao Zhe Su Xiaokang Chen Elliott Ash Jian-Guang Lou 93 6 0 25 May 2023
Interactive Segment Anything NeRF with Feature Imitation Xiaokang Chen Jiaxiang Tang Diwen Wan Jingbo Wang Gang Zeng 100 22 0 25 May 2023
Uncovering and Quantifying Social Biases in Code Generation Yang Liu Xiaokang Chen Yan Gao Zhe Su Fengji Zhang Daoguang Zan Jian-Guang Lou Pin-Yu Chen Tsung-Yi Ho 92 20 0 24 May 2023
Delving Deeper into Data Scaling in Masked Image Modeling Cheng Lu Xiaojie Jin Qibin Hou Jun Hao Liew Mingg-Ming Cheng Jiashi Feng 69 4 0 24 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
Fast-StrucTexT: An Efficient Hourglass Transformer with Modality-guided Dynamic Token Merge for Document Understanding Mingliang Zhai Yulin Li Xiameng Qin Chen Yi Qunyi Xie Chengquan Zhang Kun Yao Yuwei Wu Yunde Jia 37 8 0 19 May 2023
GeoMAE: Masked Geometric Target Prediction for Self-supervised Point Cloud Pre-Training Xiaoyu Tian Haoxi Ran Yue Wang Hang Zhao 3DPC ViT 62 41 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 126 38 0 15 May 2023
A Deep Learning-based Compression and Classification Technique for Whole Slide Histopathology Images Agnes Barsi S. Nayak S. Parida R. Shukla MedIm 58 10 0 11 May 2023
Img2Vec: A Teacher of High Token-Diversity Helps Masked AutoEncoders Heng Pan Chenyang Liu Wenxiao Wang Liejie Yuan Hongfa Wang Zhifeng Li Wen Liu VLM 64 3 0 25 Apr 2023
Self-supervised Learning by View Synthesis Shaoteng Liu Xiangyu Zhang T. Hu Jiaya Jia 3DV ViT 110 1 0 22 Apr 2023
Transformer-Based Visual Segmentation: A Survey Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 165 147 0 19 Apr 2023
Hard Patches Mining for Masked Image Modeling Haochen Wang Kaiyou Song Junsong Fan Yuxi Wang Jin Xie Zhaoxiang Zhang 62 63 0 12 Apr 2023