Exploring the Limits of Weakly Supervised Pretraining

2 May 2018

L. V. D. van der Maaten

VLM

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Papers citing "Exploring the Limits of Weakly Supervised Pretraining"

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Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification Xiaoshuo Yan Z. Li Lei Meng Zhuang Qi Wei Wu Zixuan Li X. Meng CML BDL 38 0 0 13 May 2025
SRMF: A Data Augmentation and Multimodal Fusion Approach for Long-Tail UHR Satellite Image Segmentation Yulong Guo Zilun Zhang Yongheng Shang Tiancheng Zhao Shuiguang Deng Yingchun Yang Jianwei Yin 68 0 0 28 Apr 2025
ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams C. Kim Jihwan Moon Sangwoo Moon Heeseung Yun Sihaeng Lee Aniruddha Kembhavi Soonyoung Lee Gunhee Kim Sangho Lee Christopher Clark 23 0 0 21 Apr 2025
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing Niu Lian Jun Li Jinpeng Wang Ruisheng Luo Yaowei Wang Shu-Tao Xia Bin Chen 107 0 0 04 Apr 2025
Classifier-guided CLIP Distillation for Unsupervised Multi-label Classification Dongseob Kim Hyunjung Shim VLM 44 0 0 21 Mar 2025
LabelCoRank: Revolutionizing Long Tail Multi-Label Classification with Co-Occurrence Reranking Yan Yan Junyuan Liu Bo Zhang 34 0 0 11 Mar 2025
What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization Xavier Thomas Deepti Ghadiyaram DiffM 87 0 0 09 Mar 2025
LapSum -- One Method to Differentiate Them All: Ranking, Sorting and Top-k Selection Łukasz Struski Michał B. Bednarczyk Igor T. Podolak Jacek Tabor BDL 55 0 0 08 Mar 2025
Privacy-Preserving Dataset Combination Keren Fuentes Mimee Xu Irene Chen 36 0 0 09 Feb 2025
Training-Free Restoration of Pruned Neural Networks Keonho Lee Minsoo Kim Dong-Wan Choi 47 0 0 06 Feb 2025
Making Reliable and Flexible Decisions in Long-tailed Classification Bolian Li Ruqi Zhang 137 0 0 23 Jan 2025
How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Wenxuan Li Alan L. Yuille Zongwei Zhou MedIm 41 8 0 20 Jan 2025
TipSegNet: Fingertip Segmentation in Contactless Fingerprint Imaging L. Ruzicka Bernhard Kohn Clemens Heitzinger 39 0 0 10 Jan 2025
Self-Supervised Learning with Probabilistic Density Labeling for Rainfall Probability Estimation Junha Lee Sojung An Sujeong You Namik Cho 67 0 0 08 Dec 2024
DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Youssof Nawar Nouran Soliman Moustafa Wassel Mohamed ElHabebe Noha Adly Marwan Torki Ahmed Elmassry Islam Ahmed MedIm 75 0 0 04 Dec 2024
On the Surprising Effectiveness of Attention Transfer for Vision Transformers Alexander C. Li Yuandong Tian B. Chen Deepak Pathak Xinlei Chen 38 0 0 14 Nov 2024
Deploying Multi-task Online Server with Large Language Model Yincen Qu Chao Ma Xiangying Dai Hui Zhou Yiting Wu Hengyue Liu 26 0 0 06 Nov 2024
Visual Fourier Prompt Tuning Runjia Zeng Cheng Han Qifan Wang Chunshu Wu Tong Geng Lifu Huang Ying Nian Wu Dongfang Liu VPVLM VLM 48 6 0 02 Nov 2024
Bayesian-guided Label Mapping for Visual Reprogramming C. Cai Zesheng Ye Lei Feng Jianzhong Qi Feng Liu 29 2 0 31 Oct 2024
Dataset Awareness is not Enough: Implementing Sample-level Tail Encouragement in Long-tailed Self-supervised Learning Haowen Xiao Guanghui Liu Xinyi Gao Yang Li Fengmao Lv Jielei Chu 23 0 0 30 Oct 2024
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition Mengke Li Y. Liu Yang Lu Yiqun Zhang Yiu-ming Cheung Hui Huang VLM 33 2 0 28 Oct 2024
TIPS: Text-Image Pretraining with Spatial awareness Kevis-Kokitsi Maninis Kaifeng Chen Soham Ghosh Arjun Karpur Koert Chen ... Jan Dlabal Dan Gnanapragasam Mojtaba Seyedhosseini Howard Zhou Andre Araujo VLM 35 3 0 21 Oct 2024
Process Reward Model with Q-Value Rankings W. Li Yixuan Li LRM 45 14 0 15 Oct 2024
Underwater Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future Long Chen Yuzhi Huang Junyu Dong Qi Xu Sam Kwong Huimin Lu Huchuan Lu Chongyi Li 31 2 0 08 Oct 2024
Recent Advances of Multimodal Continual Learning: A Comprehensive Survey Dianzhi Yu Xinni Zhang Yankai Chen Aiwei Liu Yifei Zhang Philip S. Yu Irwin King VLM CLL 41 9 0 07 Oct 2024
Feature Extractor or Decision Maker: Rethinking the Role of Visual Encoders in Visuomotor Policies Ruiyu Wang Zheyu Zhuang Shutong Jin Nils Ingelhag Danica Kragic Florian T. Pokorny 26 0 0 30 Sep 2024
How Effective is Pre-training of Large Masked Autoencoders for Downstream Earth Observation Tasks? Jose Sosa Mohamed Aloulou Danila Rukhovich Rim Sleimi Boonyarit Changaival Anis Kacem Djamila Aouada 35 0 0 27 Sep 2024
Rethinking Prompting Strategies for Multi-Label Recognition with Partial Annotations Samyak Rawlekar Shubhang Bhatnagar Narendra Ahuja VLM 31 1 0 12 Sep 2024
Data Collection-free Masked Video Modeling Yuchi Ishikawa Masayoshi Kondo Yoshimitsu Aoki ViT 19 1 0 10 Sep 2024
Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding Yunze Man Shuhong Zheng Zhipeng Bao M. Hebert Liang-Yan Gui Yu-xiong Wang 70 15 0 05 Sep 2024
When Does Visual Prompting Outperform Linear Probing for Vision-Language Models? A Likelihood Perspective Hsi-Ai Tsao Lei Hsiung Pin-Yu Chen Tsung-Yi Ho VPVLM LRM VLM 26 0 0 03 Sep 2024
Sapiens: Foundation for Human Vision Models Rawal Khirodkar Timur M. Bagautdinov Julieta Martinez Su Zhaoen Austin James Peter Selednik Stuart Anderson Shunsuke Saito VLM 36 64 0 22 Aug 2024
SynPlay: Importing Real-world Diversity for a Synthetic Human Dataset Jinsub Yim Hyungtae Lee Sungmin Eum Yi-Ting Shen Yan Zhang Heesung Kwon Shuvra S. Bhattacharyya VGen 39 1 0 21 Aug 2024
Scaling Backwards: Minimal Synthetic Pre-training? Ryo Nakamura Ryu Tadokoro Ryosuke Yamada Tim Puhlfürß Iro Laina Christian Rupprecht Walid Maalej Rio Yokota Hirokatsu Kataoka DD 16 2 0 01 Aug 2024
Multi-label Cluster Discrimination for Visual Representation Learning Xiang An Kaicheng Yang Xiangzi Dai Ziyong Feng Jiankang Deng VLM 43 6 0 24 Jul 2024
Datasets of Visualization for Machine Learning Can Liu Ruike Jiang Shaocong Tan Jiacheng Yu Chaofan Yang Hanning Shao Xiaoru Yuan XAI 29 0 0 23 Jul 2024
Adaptive Parametric Activation Konstantinos Panagiotis Alexandridis Jiankang Deng Anh Nguyen Shan Luo 39 2 0 11 Jul 2024
FYI: Flip Your Images for Dataset Distillation Byunggwan Son Youngmin Oh Donghyeon Baek Bumsub Ham DD 41 3 0 11 Jul 2024
How Aligned are Different Alignment Metrics? Jannis Ahlert Thomas Klein Felix Wichmann Robert Geirhos 34 4 0 10 Jul 2024
SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning Haiwen Diao Bo Wan Xu Jia Yunzhi Zhuge Ying Zhang Huchuan Lu Long Chen VLM 37 4 0 10 Jul 2024
Precision at Scale: Domain-Specific Datasets On-Demand Jesús M. Rodríguez-de-Vera Imanol G. Estepa Ignacio Sarasúa Bhalaji Nagarajan P. Radeva 34 2 0 03 Jul 2024
Semantic Deep Hiding for Robust Unlearnable Examples Ruohan Meng Chenyu Yi Yi Yu Siyuan Yang Bingquan Shen Alex C. Kot 41 5 0 25 Jun 2024
Composing Object Relations and Attributes for Image-Text Matching Khoi Pham Chuong Huynh Ser-Nam Lim Abhinav Shrivastava CoGe 36 3 0 17 Jun 2024
Scale-Invariant Monocular Depth Estimation via SSI Depth S. M. H. Miangoleh Mahesh Kumar Krishna Reddy Yağız Aksoy MDE 23 5 0 13 Jun 2024
Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning Chenyu Yang Xizhou Zhu Jinguo Zhu Weijie Su Junjie Wang ... Lewei Lu Bin Li Jie Zhou Yu Qiao Jifeng Dai VLM CLIP 39 4 0 11 Jun 2024
Sharpness-Aware Minimization Enhances Feature Quality via Balanced Learning Jacob Mitchell Springer Vaishnavh Nagarajan Aditi Raghunathan 37 5 0 30 May 2024
Jump-teaching: Ultra Efficient and Robust Learning with Noisy Label Kangye Ji Fei Cheng Zeqing Wang Bohu Huang NoLa 29 0 0 27 May 2024
Are You Copying My Prompt? Protecting the Copyright of Vision Prompt for VPaaS via Watermark Huali Ren Anli Yan Chong-zhi Gao Hongyang Yan Zhenxin Zhang Jin Li VLM AAML 30 4 0 24 May 2024
Hierarchical Selective Classification Shani Goren Ido Galil Ran El-Yaniv BDL 55 1 0 19 May 2024
Fractals as Pre-training Datasets for Anomaly Detection and Localization C. Ugwu S. Casarin O. Lanz 30 0 0 11 May 2024