Title
Tactile Beyond Pixels: Multisensory Touch Representations for Robot Manipulation Carolina Higuera Akash Sharma Taosha Fan Chaithanya Krishna Bodduluri Byron Boots ... Mike Lambeta Tingfan Wu Zixi Liu Francois Robert Hogan Mustafa Mukadam 20 0 0 17 Jun 2025
Attention, Please! Revisiting Attentive Probing for Masked Image Modeling Bill Psomas Dionysis Christopoulos Eirini Baltzi Ioannis Kakogeorgiou Tilemachos Aravanis N. Komodakis Konstantinos Karantzalos Yannis Avrithis Giorgos Tolias 49 0 0 11 Jun 2025
Weakly-Supervised Affordance Grounding Guided by Part-Level Semantic Priors Peiran Xu Yadong Mu 54 2 0 30 May 2025
A Unified and Scalable Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability Jie Zhu Jirong Zha Ding Li Leye Wang 131 1 0 15 May 2025
Total Variation-Based Image Decomposition and Denoising for Microscopy Images Marco Corrias Giada Franceschi Michele Riva Alberto Tampieri Karin Föttinger Ulrike Diebold Thomas Pock Cesare Franchini 88 0 0 13 May 2025
Automated Learning of Semantic Embedding Representations for Diffusion Models Limai Jiang Yunpeng Cai DiffM 56 0 0 09 May 2025
CGTrack: Cascade Gating Network with Hierarchical Feature Aggregation for UAV Tracking Weihong Li Xiaoqiong Liu Heng Fan L. Zhang 64 0 0 09 May 2025
Explanations Go Linear: Interpretable and Individual Latent Encoding for Post-hoc Explainability Simone Piaggesi Riccardo Guidotti F. Giannotti D. Pedreschi FAtt LRM 447 0 0 29 Apr 2025
SparseJEPA: Sparse Representation Learning of Joint Embedding Predictive Architectures Max Hartman Lav Varshney 114 0 0 22 Apr 2025
Can Masked Autoencoders Also Listen to Birds? Lukas Rauch Ilyass Moummad René Heinrich Alexis Joly Bernhard Sick Christoph Scholz 149 0 0 17 Apr 2025
Evolved Hierarchical Masking for Self-Supervised Learning Zhanzhou Feng Shiliang Zhang 141 0 0 12 Apr 2025
S2Vec: Self-Supervised Geospatial Embeddings Shushman Choudhury Elad Aharoni Chandrakumari Suvarna Iveel Tsogsuren Abdul Rahman Kreidieh Chun-Ta Lu Neha Arora SSL AI4TS 172 1 0 10 Apr 2025
Evolutionary algorithms meet self-supervised learning: a comprehensive survey Adriano Vinhas João Correia Penousal Machado SSL SyDa 125 0 0 09 Apr 2025
Uni4D: A Unified Self-Supervised Learning Framework for Point Cloud Videos Zhi Zuo Chenyi Zhuang Zhiqiang Shen Pan Gao Jie Qin Nicu Sebe 3DPC 123 0 0 07 Apr 2025
MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization Siyuan Li Lefei Zhang Zedong Wang Juanxi Tian Cheng Tan ... Chang Yu Qingsong Xie Haonan Lu Haoqian Wang Zhen Lei 108 2 0 01 Apr 2025
Conjuring Positive Pairs for Efficient Unification of Representation Learning and Image Synthesis Imanol G. Estepa Jesús M. Rodríguez-de-Vera Ignacio Sarasúa Bhalaji Nagarajan Petia Radeva 193 0 0 19 Mar 2025
Robustness Tokens: Towards Adversarial Robustness of Transformers Brian Pulfer Yury Belousov S. Voloshynovskiy AAML 83 0 0 13 Mar 2025
Task-Agnostic Attacks Against Vision Foundation Models Brian Pulfer Yury Belousov Vitaliy Kinakh Teddy Furon S. Voloshynovskiy AAML 109 0 0 05 Mar 2025
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations Benedikt Alkin Lukas Miklautz Sepp Hochreiter Johannes Brandstetter VLM 251 8 0 24 Feb 2025
Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT Segmentation Yuexing Ding Jun Wang H. Lyu 218 0 0 17 Feb 2025
From Pixels to Components: Eigenvector Masking for Visual Representation Learning Alice Bizeul Thomas M. Sutter Alain Ryser Bernhard Schölkopf Julius von Kügelgen Julia E. Vogt 194 2 0 10 Feb 2025
Contrastive Masked Autoencoders for Character-Level Open-Set Writer Identification Xiaowei Jiang Wenhao Ma Yiqun Duan T. Do Chin-Teng Lin 185 0 0 21 Jan 2025
Code and Pixels: Multi-Modal Contrastive Pre-training for Enhanced Tabular Data Analysis Kankana Roy Lars Krämer Sebastian Domaschke Malik Haris Roland Aydin Fabian Isensee Martin Held 119 0 0 13 Jan 2025
PiLaMIM: Toward Richer Visual Representations by Integrating Pixel and Latent Masked Image Modeling Junmyeong Lee Eui Jun Hwang Sukmin Cho Jong C. Park 89 0 0 06 Jan 2025
Online Meta-Learning Channel Autoencoder for Dynamic End-to-end Physical Layer Optimization Ali Owfi Jonathan D. Ashdown K. Turck 32 0 0 03 Jan 2025
The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder Learning Shentong Mo 100 0 0 23 Dec 2024
Beyond [cls]: Exploring the true potential of Masked Image Modeling representations Marcin Przewiȩźlikowski Randall Balestriero Wojciech Jasiński Marek 'Smieja Bartosz Zieliñski 209 1 0 04 Dec 2024
PR-MIM: Delving Deeper into Partial Reconstruction in Masked Image Modeling Zhong-Yu Li Yunheng Li Deng-Ping Fan Ming-Ming Cheng 167 0 0 24 Nov 2024
Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing Kaixuan Lu Ruiqian Zhang Xiao Huang Yuxing Xie Xiaogang Ning Hanchao Zhang Mengke Yuan Pan Zhang Tao Wang Tongkui Liao 79 2 0 09 Nov 2024
Classification Done Right for Vision-Language Pre-Training Zilong Huang Qinghao Ye Bingyi Kang Jiashi Feng Haoqi Fan CLIP VLM 120 4 0 05 Nov 2024
Sparsh: Self-supervised touch representations for vision-based tactile sensing Carolina Higuera Akash Sharma Chaithanya Krishna Bodduluri Taosha Fan Patrick E. Lancaster ... Michael Kaess Byron Boots Mike Lambeta Tingfan Wu Mustafa Mukadam 85 23 0 31 Oct 2024
DiffSTR: Controlled Diffusion Models for Scene Text Removal Sanhita Pathak V. Kaushik Brejesh Lall DiffM 70 0 0 29 Oct 2024
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning Shentong Mo Shengbang Tong 98 1 0 25 Oct 2024
BiGR: Harnessing Binary Latent Codes for Image Generation and Improved Visual Representation Capabilities Shaozhe Hao Xuantong Liu Xianbiao Qi Shihao Zhao Bojia Zi Rong Xiao Kai Han Kwan-Yee K. Wong 196 3 0 18 Oct 2024
LADMIM: Logical Anomaly Detection with Masked Image Modeling in Discrete Latent Space Shunsuke Sakai Tatushito Hasegawa Makoto Koshino 81 1 0 14 Oct 2024
Locality Alignment Improves Vision-Language Models Ian Covert Tony Sun James Zou Tatsunori Hashimoto VLM 257 7 0 14 Oct 2024
TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation Daoyu Wang Mingyue Cheng Ziqiang Liu Qiang Liu AI4TS DiffM 105 2 0 08 Oct 2024
Multi-Stage Graph Learning for fMRI Analysis to Diagnose Neuro-Developmental Disorders Wenjing Gao Yuanyuan Yang Jianrui Wei Xuntao Yin Xinhan Di 44 0 0 07 Oct 2024
Denoising with a Joint-Embedding Predictive Architecture Dengsheng Chen Jie Hu Xiaoming Wei Enhua Wu DiffM 170 3 0 02 Oct 2024
UniEmoX: Cross-modal Semantic-Guided Large-Scale Pretraining for Universal Scene Emotion Perception Chuang Chen Xingwu Sun Zhi Liu 84 1 0 27 Sep 2024
Triple Point Masking Jiaming Liu Linghe Kong Yue Wu Maoguo Gong Hao Li Qiguang Miao Wenping Ma Can Qin 3DPC 85 0 0 26 Sep 2024
Face Forgery Detection with Elaborate Backbone Zonghui Guo Y. Liu Jie Zhang Haiyong Zheng Shiguang Shan AAML CVBM 97 1 0 25 Sep 2024
RingMo-Aerial: An Aerial Remote Sensing Foundation Model With Affine Transformation Contrastive Learning Wenhui Diao Haichen Yu Kaiyue Kang Tong Ling Di Liu ... Hanbo Bi Libo Ren Xuexue Li Yongqiang Mao Xian Sun 260 1 0 20 Sep 2024
Interactive Masked Image Modeling for Multimodal Object Detection in Remote Sensing Minh-Duc Vu Zuheng Ming Fangchen Feng Bissmella Bahaduri A. Mokraoui ObjD 49 0 0 13 Sep 2024
Symmetric masking strategy enhances the performance of Masked Image Modeling Khanh-Binh Nguyen Chae Jung Park 122 0 0 23 Aug 2024
Membership Inference Attack Against Masked Image Modeling Zehan Li Xinlei He Ning Yu Yang Zhang 77 3 0 13 Aug 2024
Multi-scale Contrastive Adaptor Learning for Segmenting Anything in Underperformed Scenes Ke Zhou Zhongwei Qiu Dongmei Fu VLM 70 3 0 12 Aug 2024
HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training Fenghe Tang Ronghao Xu Qingsong Yao Xueming Fu Quan Quan Heqin Zhu Zaiyi Liu S. Kevin Zhou SSL MedIm 107 3 0 11 Aug 2024
AggSS: An Aggregated Self-Supervised Approach for Class-Incremental Learning Jayateja Kalla Soma Biswas SSL 78 0 0 08 Aug 2024
Past Movements-Guided Motion Representation Learning for Human Motion Prediction Junyu Shi Baoxuan Wang 3DH 65 0 0 04 Aug 2024