CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images

3 August 2018

Papers citing "CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images"

50 / 168 papers shown

Title
CL-RAG: Bridging the Gap in Retrieval-Augmented Generation with Curriculum Learning S. Wang L. Zhang Zheren Fu Zhendong Mao 27 0 0 15 May 2025
Learning Like Humans: Advancing LLM Reasoning Capabilities via Adaptive Difficulty Curriculum Learning and Expert-Guided Self-Reformulation Enci Zhang Xingang Yan Wei Lin Tianxiang Zhang Qianchun Lu LRM 30 0 0 13 May 2025
CLOG-CD: Curriculum Learning based on Oscillating Granularity of Class Decomposed Medical Image Classification Asmaa Abbas M. Gaber M. Abdelsamea 29 0 0 03 May 2025
Handling Label Noise via Instance-Level Difficulty Modeling and Dynamic Optimization Kuan Zhang Chengliang Chai Jingzhe Xu Chi Zhang Ye Yuan Guoren Wang Lei Cao NoLa 66 0 0 01 May 2025
STCL:Curriculum learning Strategies for deep learning image steganography models Fengchun Liu Tong Zhang Chunying Zhang 25 0 0 24 Apr 2025
SAR Object Detection with Self-Supervised Pretraining and Curriculum-Aware Sampling Yasin Almalioglu Andrzej Kucik Geoffrey French Dafni Antotsiou Alexander Adam Cedric Archambeau 23 0 0 17 Apr 2025
Diffusion Curriculum: Synthetic-to-Real Generative Curriculum Learning via Image-Guided Diffusion Yijun Liang Shweta Bhardwaj Dinesh Manocha 45 0 0 17 Oct 2024
Accelerating Deep Learning with Fixed Time Budget Muhammad Asif Khan R. Hamila Hamid Menouar 28 0 0 03 Oct 2024
Granular-ball Representation Learning for Deep CNN on Learning with Label Noise Dawei Dai Hao Zhu Shuyin Xia Guoyin Wang SSL 32 1 0 05 Sep 2024
From Easy to Hard: Learning Curricular Shape-aware Features for Robust Panoptic Scene Graph Generation Hanrong Shi Lin Li Jun Xiao Yueting Zhuang Long Chen 35 2 0 12 Jul 2024
Enhancing Spatio-temporal Quantile Forecasting with Curriculum Learning: Lessons Learned Du Yin Jinliang Deng Shuang Ao Zechen Li Hao Xue Arian Prabowo Renhe Jiang Xuan Song Flora Salim AI4TS 42 0 0 18 Jun 2024
Effective Generative AI: The Human-Algorithm Centaur S. Saghafian Lihi Idan 40 7 0 16 Jun 2024
Decoupling the Class Label and the Target Concept in Machine Unlearning Jianing Zhu Bo Han Jiangchao Yao Jianliang Xu Gang Niu Masashi Sugiyama CLL MU 26 4 0 12 Jun 2024
Target Speaker Extraction with Curriculum Learning Yun Liu Xuechen Liu Xiaoxiao Miao Junichi Yamagishi 23 3 0 12 Jun 2024
EfficientTrain++: Generalized Curriculum Learning for Efficient Visual Backbone Training Yulin Wang Yang Yue Rui Lu Yizeng Han Shiji Song Gao Huang VLM 64 12 0 14 May 2024
Strategic Data Ordering: Enhancing Large Language Model Performance through Curriculum Learning Jisu Kim Juhwan Lee 25 6 0 13 May 2024
Optimizing Language Model's Reasoning Abilities with Weak Supervision Yongqi Tong Sizhe Wang Dawei Li Yifan Wang Simeng Han Zi Lin Chengsong Huang Jiaxin Huang Jingbo Shang LRM ReLM 42 8 0 07 May 2024
Exploring the Robustness of In-Context Learning with Noisy Labels Chen Cheng Xinzhi Yu Haodong Wen Jinsong Sun Guanzhang Yue Yihao Zhang Zeming Wei NoLa 24 6 0 28 Apr 2024
Semi-supervised Text-based Person Search Daming Gao Yang Bai Min Cao Hao Dou Mang Ye Min Zhang 41 1 0 28 Apr 2024
QMix: Quality-aware Learning with Mixed Noise for Robust Retinal Disease Diagnosis Junlin Hou Jilan Xu Rui Feng Hao Chen 23 0 0 08 Apr 2024
Tackling Noisy Labels with Network Parameter Additive Decomposition Jingyi Wang Xiaobo Xia Long Lan Xinghao Wu Jun-chen Yu Wenjing Yang Bo Han Tongliang Liu NoLa 43 8 0 20 Mar 2024
False Positive Sampling-based Data Augmentation for Enhanced 3D Object Detection Accuracy Jiyong Oh Junhaeng Lee Woongchan Byun Min-Ji Kong Sang Hun Lee 3DPC 25 2 0 05 Mar 2024
A Generative Approach for Wikipedia-Scale Visual Entity Recognition Mathilde Caron Ahmet Iscen Alireza Fathi Cordelia Schmid 37 5 0 04 Mar 2024
Mitigating Label Noise on Graph via Topological Sample Selection Yuhao Wu Jiangchao Yao Xiaobo Xia Jun-chen Yu Ruxing Wang Bo Han Tongliang Liu NoLa 52 2 0 04 Mar 2024
Data Distribution-based Curriculum Learning Shonal Chaudhry Anuraganand Sharma 21 1 0 12 Feb 2024
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 50 258 0 14 Dec 2023
CSOT: Curriculum and Structure-Aware Optimal Transport for Learning with Noisy Labels Wanxing Chang Ye-ling Shi Jingya Wang OT 38 12 0 11 Dec 2023
CAPro: Webly Supervised Learning with Cross-Modality Aligned Prototypes Yulei Qin Xingyu Chen Yunhang Shen Chaoyou Fu Yun Gu Ke Li Xing Sun Rongrong Ji 36 3 0 15 Oct 2023
Data efficient deep learning for medical image analysis: A survey Suruchi Kumari Pravendra Singh 40 12 0 10 Oct 2023
Learning Spiking Neural Network from Easy to Hard task Lingling Tang Jiangtao Hu Hua Yu Surui Liu Jielei Chu 39 0 0 09 Sep 2023
Fast FixMatch: Faster Semi-Supervised Learning with Curriculum Batch Size John Chen Chen Dun Anastasios Kyrillidis 21 2 0 07 Sep 2023
Domain Generalization via Balancing Training Difficulty and Model Capability Xue-Qiu Jiang Jiaxing Huang Sheng Jin Shijian Lu 20 13 0 02 Sep 2023
Robust Positive-Unlabeled Learning via Noise Negative Sample Self-correction Zhangchi Zhu Lu Wang Pu Zhao Chao Du Wei Zhang Hang Dong Bo Qiao Qingwei Lin Saravan Rajmohan Dongmei Zhang NoLa OnRL 52 7 0 01 Aug 2023
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence Xia Huang Kai Fong Ernest Chong 42 2 0 19 Jul 2023
HuCurl: Human-induced Curriculum Discovery Mohamed Elgaar Hadi Amiri 19 0 0 14 Jul 2023
Integrating Curricula with Replays: Its Effects on Continual Learning Ren Jie Tee Mengmi Zhang KELM CLL 30 1 0 08 Jul 2023
Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs Emmanuel Abbe Elisabetta Cornacchia Aryo Lotfi 28 11 0 29 Jun 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 26 3 0 26 Jun 2023
Coaching a Teachable Student Jimuyang Zhang Zanming Huang Eshed Ohn-Bar 60 21 0 16 Jun 2023
Advising OpenMP Parallelization via a Graph-Based Approach with Transformers Tal Kadosh Nadav Schneider N. Hasabnis Tim Mattson Yuval Pinter Gal Oren 33 17 0 16 May 2023
Improving Image Recognition by Retrieving from Web-Scale Image-Text Data Ahmet Iscen Alireza Fathi Cordelia Schmid VLM 3DV 33 25 0 11 Apr 2023
Defect detection using weakly supervised learning Vasileios Sevetlidis George Pavlidis Vasiliki Balaska A. Psomoulis S. Mouroutsos Antonios Gasteratos WSOD 9 2 0 27 Mar 2023
BiCro: Noisy Correspondence Rectification for Multi-modality Data via Bi-directional Cross-modal Similarity Consistency Shuo Yang Zhaopan Xu Kai Wang Yang You H. Yao Tongliang Liu Min Xu 29 27 0 22 Mar 2023
CroSel: Cross Selection of Confident Pseudo Labels for Partial-Label Learning Shiyun Tian Hongxin Wei Yiqun Wang Lei Feng 27 5 0 18 Mar 2023
Learning with Noisy Labels through Learnable Weighting and Centroid Similarity F. Wani Maria Sofia Bucarelli Fabrizio Silvestri NoLa 37 3 0 16 Mar 2023
Self-Paced Learning for Open-Set Domain Adaptation Xinghong Liu Yi Zhou Tao Zhou Jie Qin Tianran Ouyang TTA 37 3 0 10 Mar 2023
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning Ziheng Qin Kaidi Wang Zangwei Zheng Jianyang Gu Xiang Peng ... Daquan Zhou Lei Shang Baigui Sun Xuansong Xie Yang You 127 47 0 08 Mar 2023
ASP: Learn a Universal Neural Solver! Chenguang Wang Zhouliang Yu Stephen Marcus McAleer Tianshu Yu Yao-Chun Yang AAML 32 24 0 01 Mar 2023
Latent Class-Conditional Noise Model Jiangchao Yao Bo Han Zhihan Zhou Ya Zhang Ivor W. Tsang NoLa BDL 33 8 0 19 Feb 2023
LCDnet: A Lightweight Crowd Density Estimation Model for Real-time Video Surveillance Muhammad Asif Khan Hamid Menouar R. Hamila 21 28 0 10 Feb 2023