Multi-label Iterated Learning for Image Classification with Label
Ambiguity

Multi-label Iterated Learning for Image Classification with Label Ambiguity

23 November 2021

Pau Rodríguez López

David Vazquez

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Papers citing "Multi-label Iterated Learning for Image Classification with Label Ambiguity"

19 / 19 papers shown

Title
Learning to vary: Teaching LMs to reproduce human linguistic variability in next-word prediction Tobias Groot Salo Lacunes Evgenia Ilia 126 0 0 22 Sep 2025
SSPA: Split-and-Synthesize Prompting with Gated Alignments for Multi-Label Image Recognition Hao Tan Zichang Tan Jun Li Jun Wan Zhen Lei Stan Z. Li VLM 196 1 0 30 Jul 2024
An Attention-based Representation Distillation Baseline for Multi-Label Continual Learning Martin Menabue Emanuele Frascaroli Matteo Boschini Lorenzo Bonicelli Angelo Porrello Simone Calderara CLL 137 0 0 19 Jul 2024
Eliciting the Priors of Large Language Models using Iterated In-Context Learning Jian-Qiao Zhu Thomas Griffiths BDL 196 15 0 04 Jun 2024
Iterated Learning Improves Compositionality in Large Vision-Language ModelsComputer Vision and Pattern Recognition (CVPR), 2024 Chenhao Zheng Jieyu Zhang Aniruddha Kembhavi Ranjay Krishna VLM CoGe 219 15 0 02 Apr 2024
CODIS: Benchmarking Context-Dependent Visual Comprehension for Multimodal Large Language Models Ziyue Wang Chi Chen Zihao Wan Zhaolu Kang Qidong Yan ... Xiaoyue Mi Peng Li Ning Ma Maosong Sun Yang Liu 208 11 0 21 Feb 2024
PVLR: Prompt-driven Visual-Linguistic Representation Learning for Multi-Label Image Recognition Hao Tan Zichang Tan Jun Li Jun Wan Zhen Lei VLM 162 3 0 31 Jan 2024
lpNTK: Better Generalisation with Less Data via Sample Interaction During LearningInternational Conference on Learning Representations (ICLR), 2024 Shangmin Guo Yi Ren Stefano V.Albrecht Kenny Smith 128 6 0 16 Jan 2024
Improving Compositional Generalization Using Iterated Learning and Simplicial EmbeddingsNeural Information Processing Systems (NeurIPS), 2023 Yi Ren Samuel Lavoie Mikhail Galkin Danica J. Sutherland Aaron Courville 142 20 0 28 Oct 2023
CAPro: Webly Supervised Learning with Cross-Modality Aligned Prototypes Yulei Qin Xingyu Chen Chunjiang Ge Chaoyou Fu Yun Gu Ke Li Xing Sun Rongrong Ji 216 3 0 15 Oct 2023
Improving Image Recognition by Retrieving from Web-Scale Image-Text DataComputer Vision and Pattern Recognition (CVPR), 2023 Ahmet Iscen Alireza Fathi Cordelia Schmid VLM 3DV 211 29 0 11 Apr 2023
Bridging the Gap between Model Explanations in Partially Annotated Multi-label ClassificationComputer Vision and Pattern Recognition (CVPR), 2023 Youngwook Kim Jae Myung Kim Ji-Eun Jeong Cordelia Schmid Zeynep Akata Jungwook Lee 231 20 0 04 Apr 2023
Natural Language-Assisted Sign Language RecognitionComputer Vision and Pattern Recognition (CVPR), 2023 Ronglai Zuo Fangyun Wei Brian Mak SLR 180 75 0 21 Mar 2023
A Robust Multilabel Method Integrating Rule-based Transparent Model, Soft Label Correlation Learning and Label Noise ResistanceIEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), 2023 Qiongdan Lou Zhaohong Deng K. Choi Shitong Wang 185 4 0 09 Jan 2023
Is one annotation enough? A data-centric image classification benchmark for noisy and ambiguous label estimationNeural Information Processing Systems (NeurIPS), 2022 Lars Schmarje Vasco Grossmann Claudius Zelenka S. Dippel R. Kiko ... M. Pastell J. Stracke A. Valros N. Volkmann Reinahrd Koch 319 41 0 13 Jul 2022
Hyper-Spectral Imaging for Overlapping Plastic Flakes SegmentationInternational Conference on Information Photonics (ICIP), 2022 Guillem Martinez Maya Aghaei M. Dijkstra Bhalaji Nagarajan Femke Jaarsma J. V. D. Loosdrecht Petia Radeva K. Dijkstra 76 0 0 23 Mar 2022
CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Jun Shu Xiang Yuan Deyu Meng Zongben Xu NoLa 175 55 0 11 Feb 2022
Learning with Neighbor Consistency for Noisy LabelsComputer Vision and Pattern Recognition (CVPR), 2022 Ahmet Iscen Jack Valmadre Anurag Arnab Cordelia Schmid NoLa 240 93 0 04 Feb 2022
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 1.1K 4,602 0 17 Jun 2020