On The Power of Curriculum Learning in Training Deep Networks

7 April 2019

Papers citing "On The Power of Curriculum Learning in Training Deep Networks"

50 / 219 papers shown

Title
CL-RAG: Bridging the Gap in Retrieval-Augmented Generation with Curriculum Learning S. Wang L. Zhang Zheren Fu Zhendong Mao 22 0 0 15 May 2025
Adaptively Point-weighting Curriculum Learning Wensheng Li Hao Wang Ruifeng Zhou Hanting Guan Chao Zhang Dacheng Tao ODL 41 0 0 03 May 2025
MR. Guard: Multilingual Reasoning Guardrail using Curriculum Learning Yahan Yang Soham Dan Shuo Li Dan Roth Insup Lee LRM 29 0 0 21 Apr 2025
Co-STAR: Collaborative Curriculum Self-Training with Adaptive Regularization for Source-Free Video Domain Adaptation Amirhossein Dadashzadeh Parsa Esmati Majid Mirmehdi TTA VLM 50 0 0 15 Apr 2025
How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients Ming Li Y. Li Ziyue Li Tianyi Zhou LRM 27 1 0 14 Apr 2025
Adversarial Curriculum Graph-Free Knowledge Distillation for Graph Neural Networks Yuang Jia Xiaojuan Shan Jun-Xiong Xia Guancheng Wan Y. Zhang Wenke Huang Mang Ye Stan Z. Li 45 0 0 01 Apr 2025
RDTF: Resource-efficient Dual-mask Training Framework for Multi-frame Animated Sticker Generation Zhiqiang Yuan Ting Zhang Ying Deng Jiapei Zhang Yeshuang Zhu Zexi Jia Jie Zhou Jinchao Zhang VGen 39 0 0 22 Mar 2025
The KoLMogorov Test: Compression by Code Generation Ori Yoran Kunhao Zheng Fabian Gloeckle Jonas Gehring Gabriel Synnaeve Taco Cohen 62 1 0 18 Mar 2025
ForceGrip: Reference-Free Curriculum Learning for Realistic Grip Force Control in VR Hand Manipulation DongHeun Han Byungmin Kim RoUn Lee KyeongMin Kim Hyoseok Hwang HyeongYeop Kang 60 0 0 11 Mar 2025
Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning Xuetao Ma Wenbin Jiang Hua Huang LRM 68 1 0 24 Feb 2025
Ten Challenging Problems in Federated Foundation Models Tao Fan Hanlin Gu Xuemei Cao Chee Seng Chan Qian Chen ... Y. Zhang Xiaojin Zhang Zhenzhe Zheng Lixin Fan Qiang Yang FedML 83 4 0 14 Feb 2025
Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI Sathwik Narkedimilli Sujith Makam Amballa Venkata Sriram Sai Prashanth Mallellu MSVPJ Sathvik Ranga Rao Venkatesha Prasad 29 0 0 20 Jan 2025
CPT: Competence-progressive Training Strategy for Few-shot Node Classification Qilong Yan Yufeng Zhang Jinghao Zhang Jingpu Duan Jian Yin 49 0 0 03 Jan 2025
Self-Paced Learning Strategy with Easy Sample Prior Based on Confidence for the Flying Bird Object Detection Model Training Zi-Wei Sun Ze-Xi Hua Heng-Chao Li Yan Li 64 0 0 09 Dec 2024
MambaNUT: Nighttime UAV Tracking via Mamba-based Adaptive Curriculum Learning You Wu Xiangyang Yang Xucheng Wang Hengzhou Ye Dan Zeng Shuiwang Li Mamba 98 0 0 01 Dec 2024
Task Progressive Curriculum Learning for Robust Visual Question Answering Ahmed Akl Abdelwahed Khamis Zhe Wang Ali Cheraghian Sara Khalifa Kewen Wang OOD 78 0 0 26 Nov 2024
Robust Monocular Visual Odometry using Curriculum Learning Assaf Lahiany Oren Gal 64 0 0 20 Nov 2024
Towards Unbiased and Robust Spatio-Temporal Scene Graph Generation and Anticipation Rohith Peddi Saurabh Ayush Abhay Shrivastava Parag Singla Vibhav Gogate 82 0 0 20 Nov 2024
Does the Definition of Difficulty Matter? Scoring Functions and their Role for Curriculum Learning Simon Rampp M. Milling Andreas Triantafyllopoulos Björn Schuller 31 1 0 01 Nov 2024
Exploring Curriculum Learning for Vision-Language Tasks: A Study on Small-Scale Multimodal Training Rohan Saha Abrar Fahim Alona Fyshe Alex Murphy 26 0 0 20 Oct 2024
Words as Beacons: Guiding RL Agents with High-Level Language Prompts Unai Ruiz-Gonzalez Alain Andres Pedro G. Bascoy Javier Del Ser 28 0 0 11 Oct 2024
Swift Sampler: Efficient Learning of Sampler by 10 Parameters Jiawei Yao Chuming Li Canran Xiao 18 6 0 08 Oct 2024
Accelerating Deep Learning with Fixed Time Budget Muhammad Asif Khan R. Hamila Hamid Menouar 28 0 0 03 Oct 2024
HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents T. Y. S. S. Santosh Apolline Isaia Shiyu Hong Matthias Grabmair AILaw 31 2 0 27 Sep 2024
EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification Suorong Yang F. Shen Jian Zhao AAML 29 1 0 10 Sep 2024
Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance Chusheng Zeng Bocheng Wang Jinghui Yuan Rong Wang Mulin. Chen 26 0 0 22 Aug 2024
In-Context Exploiter for Extensive-Form Games Shuxin Li Chang Yang Youzhi Zhang Pengdeng Li Xinrun Wang Xiao Huang Hau Chan Bo An 29 0 0 10 Aug 2024
A Psychology-based Unified Dynamic Framework for Curriculum Learning Guangyu Meng Qingkai Zeng John P. Lalor Hong-ye Yu 29 0 0 09 Aug 2024
Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text Lucio La Cava Davide Costa Andrea Tagarelli DeLMO 40 2 0 12 Jul 2024
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community Yan Liu Bin Guo Nuo Li Yasan Ding Zhouyangzi Zhang Zhiwen Yu 50 1 0 09 Jul 2024
CBM: Curriculum by Masking Andrei Jarca Florinel-Alin Croitoru Radu Tudor Ionescu 35 0 0 06 Jul 2024
Adaptive Autopilot: Constrained DRL for Diverse Driving Behaviors D. Selvaraj Christian Vitale T. Panayiotou P. Kolios Carla-Fabiana Chiasserini Georgios Ellinas 14 1 0 02 Jul 2024
Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation Lincan Cai Shuang Li Wenxuan Ma Jingxuan Kang Binhui Xie Zixun Sun Chengwei Zhu MoE MoMe 42 0 0 13 Jun 2024
INTERSPEECH 2009 Emotion Challenge Revisited: Benchmarking 15 Years of Progress in Speech Emotion Recognition Andreas Triantafyllopoulos A. Batliner Simon Rampp M. Milling Björn Schuller VLM 23 0 0 10 Jun 2024
Touch100k: A Large-Scale Touch-Language-Vision Dataset for Touch-Centric Multimodal Representation Ning Cheng Changhao Guan Jing Gao Weihao Wang You Li Fandong Meng Jie Zhou Bin Fang Jinan Xu Wenjuan Han VLM 39 9 0 06 Jun 2024
EfficientTrain++: Generalized Curriculum Learning for Efficient Visual Backbone Training Yulin Wang Yang Yue Rui Lu Yizeng Han Shiji Song Gao Huang VLM 58 12 0 14 May 2024
End-to-end information extraction in handwritten documents: Understanding Paris marriage records from 1880 to 1940 Thomas Constum Lucas Preel Théo Larcher Pierrick Tranouez Thierry Paquet Sandra Brée 26 3 0 30 Apr 2024
Extracting Clean and Balanced Subset for Noisy Long-tailed Classification Zhuo Li He Zhao Zhen Li Tongliang Liu Dandan Guo Xiang Wan NoLa 33 1 0 10 Apr 2024
CuSINeS: Curriculum-driven Structure Induced Negative Sampling for Statutory Article Retrieval Santosh T.Y.S.S Kristina Kaiser Matthias Grabmair 13 3 0 31 Mar 2024
TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale Pengcheng Jiang Cao Xiao Zifeng Wang Parminder Bhatia Jimeng Sun Jiawei Han LRM 24 10 0 15 Mar 2024
A Short Survey on Importance Weighting for Machine Learning Masanari Kimura H. Hino 36 5 0 15 Mar 2024
Denoising Task Difficulty-based Curriculum for Training Diffusion Models Jin-Young Kim Hyojun Go Soonwoo Kwon Hyun-Gyoon Kim DiffM 51 6 0 15 Mar 2024
Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning Junseok Park Yoonsung Kim Hee Bin Yoo Min Whoo Lee Kibeom Kim Won-Seok Choi Minsu Lee Byoung-Tak Zhang OffRL 35 1 0 11 Mar 2024
Fiducial Focus Augmentation for Facial Landmark Detection P. Kar Vishal M. Chudasama N. Onoe Pankaj Wasnik Vineeth N. Balasubramanian ViT 36 2 0 23 Feb 2024
Balanced Data Sampling for Language Model Training with Clustering Yunfan Shao Linyang Li Zhaoye Fei Hang Yan Dahua Lin Xipeng Qiu 31 8 0 22 Feb 2024
Adversarial Curriculum Graph Contrastive Learning with Pair-wise Augmentation Xinjian Zhao Liang Zhang Yang Liu Ruocheng Guo Xiangyu Zhao 19 0 0 16 Feb 2024
Data Distribution-based Curriculum Learning Shonal Chaudhry Anuraganand Sharma 18 1 0 12 Feb 2024
Scheduled Curiosity-Deep Dyna-Q: Efficient Exploration for Dialog Policy Learning Xuecheng Niu Akinori Ito Takashi Nose 18 1 0 31 Jan 2024
Curricular and Cyclical Loss for Time Series Learning Strategy Chenxi Sun Hongyan Li Moxian Song D. Cai linda Qiao 30 1 0 26 Dec 2023
Curriculum Design Helps Spiking Neural Networks to Classify Time Series Chenxi Sun Hongyan Li Moxian Song Derun Can linda Qiao 29 0 0 26 Dec 2023