Curriculum Learning: A Survey

25 January 2021

Papers citing "Curriculum Learning: A Survey"

50 / 60 papers shown

Title
Adaptively Point-weighting Curriculum Learning Wensheng Li Hao Wang Ruifeng Zhou Hanting Guan Chao Zhang Dacheng Tao ODL 41 0 0 03 May 2025
VideoHallu: Evaluating and Mitigating Multi-modal Hallucinations on Synthetic Video Understanding Zongxia Li Xiyang Wu Yubin Qin Guangyao Shi Hongyang Du Dinesh Manocha Tianyi Zhou Jordan Boyd-Graber MLLM 57 0 0 02 May 2025
PTCL: Pseudo-Label Temporal Curriculum Learning for Label-Limited Dynamic Graph Shengtao Zhang Haokai Zhang Shiqi Lou Zicheng Wang Zinan Zeng Yilin Wang Minnan Luo 66 0 0 24 Apr 2025
Unity RL Playground: A Versatile Reinforcement Learning Framework for Mobile Robots Linqi Ye Rankun Li Xiaowen Hu Jiayi Li Boyang Xing Yan Peng Bin Liang 59 0 0 07 Mar 2025
HOG-Diff: Higher-Order Guided Diffusion for Graph Generation Yiming Huang Tolga Birdal DiffM 78 0 0 06 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 31 0 0 20 Jan 2025
What Makes Cryptic Crosswords Challenging for LLMs? Abdelrahman Sadallah Daria Kotova Ekaterina Kochmar AAML 96 0 0 12 Dec 2024
Conformal-in-the-Loop for Learning with Imbalanced Noisy Data J. B. Graham-Knight Jamil Fayyad Nourhan Bayasi Patricia Lasserre H. Najjaran 35 0 0 04 Nov 2024
CurricuLLM: Automatic Task Curricula Design for Learning Complex Robot Skills using Large Language Models Kanghyun Ryu Qiayuan Liao Zhongyu Li K. Sreenath Negar Mehr Negar Mehr LM&Ro 162 3 0 27 Sep 2024
EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification Suorong Yang Furao Shen Jian Zhao AAML 31 1 0 10 Sep 2024
Mitigating the Stability-Plasticity Dilemma in Adaptive Train Scheduling with Curriculum-Driven Continual DQN Expansion Achref Jaziri Etienne Kunzel Visvanathan Ramesh CLL 50 0 0 19 Aug 2024
Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences Nikolaos Dimitriadis Pascal Frossard F. Fleuret MoE 64 6 0 10 Jul 2024
Curriculum Learning with Quality-Driven Data Selection Biao Wu Fang Meng Ling-Hao Chen 32 2 0 27 Jun 2024
Curriculum Direct Preference Optimization for Diffusion and Consistency Models Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu N. Sebe Mubarak Shah EGVM 89 6 0 22 May 2024
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data Xinyi Wang Grazziela Figueredo Ruizhe Li W. Zhang Weitong Chen Xin Chen MedIm ViT 49 2 0 21 May 2024
Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimation JoonHo Lee Jae Oh Woo Juree Seok Parisa Hassanzadeh Wooseok Jang ... Hankyu Moon Wenjun Hu Yeong-Dae Kwon Taehee Lee Seungjai Min 47 2 0 10 May 2024
Colorful Cutout: Enhancing Image Data Augmentation with Curriculum Learning Juhwan Choi Youngbin Kim 27 1 0 29 Mar 2024
Active Few-Shot Fine-Tuning Jonas Hübotter Bhavya Sukhija Lenart Treven Yarden As Andreas Krause 42 1 0 13 Feb 2024
What Can AutoML Do For Continual Learning? Mert Kilickaya Joaquin Vanschoren 30 1 0 20 Nov 2023
Ever Evolving Evaluator (EV3): Towards Flexible and Reliable Meta-Optimization for Knowledge Distillation Li Ding M. Zoghi Guy Tennenholtz Maryam Karimzadehgan 20 0 0 29 Oct 2023
Optimal Robotic Assembly Sequence Planning: A Sequential Decision-Making Approach Kartik Nagpal Negar Mehr 25 0 0 26 Oct 2023
Towards Few-Call Model Stealing via Active Self-Paced Knowledge Distillation and Diffusion-Based Image Generation Vlad Hondru Radu Tudor Ionescu DiffM 47 1 0 29 Sep 2023
Using Weak Supervision and Data Augmentation in Question Answering Chumki Basu Binyuan Hui Allen McIntosh Wei Wang J. Wullert OOD 46 0 0 28 Sep 2023
Curriculum Learning with Adam: The Devil Is in the Wrong Details Leon Weber Jaap Jumelet Paul Michel Elia Bruni Dieuwke Hupkes ODL 18 3 0 23 Aug 2023
Self-Directed Linear Classification Ilias Diakonikolas Vasilis Kontonis Christos Tzamos Nikos Zarifis 32 4 0 06 Aug 2023
Curricular Transfer Learning for Sentence Encoded Tasks Jader Martins Camboim de Sá Matheus Ferraroni Sanches R. R. Souza Júlio Cesar dos Reis Leandro A. Villas 21 0 0 03 Aug 2023
Reverse Stable Diffusion: What prompt was used to generate this image? Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah VLM DiffM 34 6 0 02 Aug 2023
On The Impact of Machine Learning Randomness on Group Fairness Prakhar Ganesh Hong Chang Martin Strobel Reza Shokri FaML 30 30 0 09 Jul 2023
Stochastic Re-weighted Gradient Descent via Distributionally Robust Optimization Ramnath Kumar Kushal Majmundar Dheeraj M. Nagaraj A. Suggala ODL 24 6 0 15 Jun 2023
GaitMPL: Gait Recognition with Memory-Augmented Progressive Learning Huanzhang Dou Pengyi Zhang Yuhan Zhao Lin Dong Zequn Qin Xi Li CVBM VLM 30 24 0 06 Jun 2023
Tailoring Instructions to Student's Learning Levels Boosts Knowledge Distillation Yuxin Ren Zi-Qi Zhong Xingjian Shi Yi Zhu Chun Yuan Mu Li 21 7 0 16 May 2023
Active Self-Supervised Learning: A Few Low-Cost Relationships Are All You Need Vivien A. Cabannes Léon Bottou Yann LeCun Randall Balestriero 42 13 0 27 Mar 2023
Curriculum Learning for Compositional Visual Reasoning Wafa Aissa Marin Ferecatu M. Crucianu LRM 29 3 0 27 Mar 2023
Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning Zixuan Hu Li Shen Zhenyi Wang Tongliang Liu Chun Yuan Dacheng Tao 47 4 0 20 Mar 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 32 50 0 13 Feb 2023
Curriculum Graph Machine Learning: A Survey Haoyang Li Xin Wang Wenwu Zhu 22 16 0 06 Feb 2023
A Mathematical Model for Curriculum Learning for Parities Elisabetta Cornacchia Elchanan Mossel 37 10 0 31 Jan 2023
AdvMask: A Sparse Adversarial Attack Based Data Augmentation Method for Image Classification Suorong Yang Jinqiao Li Jian Zhao S. Furao AAML 25 6 0 29 Nov 2022
A Curriculum-Training-Based Strategy for Distributing Collocation Points during Physics-Informed Neural Network Training Marcus Münzer C. Bard 18 4 0 21 Nov 2022
Dynamic Data-Free Knowledge Distillation by Easy-to-Hard Learning Strategy Jingru Li Sheng Zhou Liangcheng Li Haishuai Wang Zhi Yu Jiajun Bu 34 14 0 29 Aug 2022
CLOSE: Curriculum Learning On the Sharing Extent Towards Better One-shot NAS Zixuan Zhou Xuefei Ning Y. Cai Jiashu Han Yiping Deng Yuhan Dong Huazhong Yang Yu Wang 3DPC 28 12 0 16 Jul 2022
GraB: Finding Provably Better Data Permutations than Random Reshuffling Yucheng Lu Wentao Guo Christopher De Sa FedML 26 16 0 22 May 2022
Learning to Guide Multiple Heterogeneous Actors from a Single Human Demonstration via Automatic Curriculum Learning in StarCraft II Nicholas R. Waytowich James Z. Hare Vinicius G. Goecks Mark R. Mittrick John Richardson Anjon Basak Derrik E. Asher 22 2 0 11 May 2022
Feeding What You Need by Understanding What You Learned Xiaoqiang Wang Bang Liu Fangli Xu Bowei Long Siliang Tang Lingfei Wu 57 6 0 05 Mar 2022
A Survey on Safety-Critical Driving Scenario Generation -- A Methodological Perspective Wenhao Ding Chejian Xu Mansur Arief Hao-ming Lin Bo-wen Li Ding Zhao 30 143 0 04 Feb 2022
Problem-dependent attention and effort in neural networks with applications to image resolution and model selection Chris Rohlfs 16 4 0 05 Jan 2022
Hybrid Curriculum Learning for Emotion Recognition in Conversation Lin Yang Yi Shen Yue Mao Longjun Cai 32 53 0 22 Dec 2021
Minimax Optimization: The Case of Convex-Submodular Arman Adibi Aryan Mokhtari Hamed Hassani 13 7 0 01 Nov 2021
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling Bowen Zhang Yidong Wang Wenxin Hou Hao Wu Jindong Wang Manabu Okumura T. Shinozaki AAML 234 862 0 15 Oct 2021
Generalization in Deep RL for TSP Problems via Equivariance and Local Search Wenbin Ouyang Yisen Wang Paul Weng Shaochen Han LRM 69 13 0 07 Oct 2021