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Unimodal probability distributions for deep ordinal classification

15 May 2017

Papers citing "Unimodal probability distributions for deep ordinal classification"

29 / 29 papers shown

Title
OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM Jinhong Wang Shuo Tong Jian Liu Dongqi Tang Weiqiang Wang Wentong Li Hongxia Xu Danny Chen Jintai Chen Jian Wu LRM 74 0 0 01 Jul 2025
Discretizing Continuous Action Space with Unimodal Probability Distributions for On-Policy Reinforcement Learning Yuanyang Zhu Zhi Wang Yuanheng Zhu Chunlin Chen Dongbin Zhao 122 0 0 01 Aug 2024
Learning Ordinality in Semantic Segmentation Rafael Cristino Ricardo P. M. Cruz Jaime S. Cardoso 509 0 0 30 Jul 2024
Poisson Ordinal Network for Gleason Group Estimation Using Bi-Parametric MRI Yinsong Xu Yipei Wang Ziyi Shen Iani J. M. B. Gayo Natasha Thorley S. Punwani Aidong Men D. Barratt Qingchao Chen Yipeng Hu 124 0 0 08 Jul 2024
Remarks on Loss Function of Threshold Method for Ordinal Regression Problem Ryoya Yamasaki Toshiyuki Tanaka 27 0 0 22 May 2024
Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques Siva Rajesh Kasa Aniket Goel Karan Gupta Sumegh Roychowdhury Anish Bhanushali Nikhil Pattisapu Prasanna Srinivasa Murthy 72 3 0 20 May 2024
Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification Nathan Painchaud P. Courand Pierre-Marc Jodoin Nicolas Duchateau Olivier Bernard 58 2 0 15 Jan 2024
Ord2Seq: Regarding Ordinal Regression as Label Sequence Prediction Jinhong Wang Yi Cheng Jintai Chen Tingting Chen Danny Chen Jian Wu 99 10 0 18 Jul 2023
Robust Image Ordinal Regression with Controllable Image Generation Yi Cheng Haochao Ying Renjun Hu Jinhong Wang Wenhao Zheng X. Zhang Danny Chen Jian Wu 66 6 0 07 May 2023
CLIP-Lung: Textual Knowledge-Guided Lung Nodule Malignancy Prediction Yiming Lei Zilong Li Yan Shen Junping Zhang Hongming Shan 60 19 0 17 Apr 2023
Unimodal Distributions for Ordinal Regression J. S. Cardoso Ricardo P. M. Cruz Tomé Albuquerque 518 2 0 08 Mar 2023
Controlling Class Layout for Deep Ordinal Classification via Constrained Proxies Learning Cong Wang Zhiwei Jiang Yafeng Yin Zifeng Cheng Shiping Ge Qing Gu 26 5 0 01 Mar 2023
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth S. Bhat R. Birkl Diana Wofk Peter Wonka Matthias Müller VLM MDE 179 515 0 23 Feb 2023
CORE: Learning Consistent Ordinal REpresentations for Image Ordinal Estimation Yiming Lei Zilong Li Yangyang Li Junping Zhang Hongming Shan 77 3 0 15 Jan 2023
Meta Ordinal Regression Forest for Medical Image Classification with Ordinal Labels Yiming Lei Haiping Zhu Junping Zhang Hongming Shan 73 21 0 15 Mar 2022
Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation Gorkem Polat I. Ergenc H. Kani Y. Alahdab O. Atug A. Temi̇zel 388 26 0 09 Feb 2022
Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation Xiaofeng Liu Site Li Yubin Ge Pengyi Ye J. You Jun Lu 127 18 0 28 Jul 2021
Approximate Bayesian Computation for an Explicit-Duration Hidden Markov Model of COVID-19 Hospital Trajectories Gian Marco Visani A. Lee C. Nguyen David M Kent J. Wong Joshua T. Cohen M. C. Hughes OOD 46 1 0 28 Apr 2021
Meta ordinal weighting net for improving lung nodule classification Yiming Lei Hongming Shan Junping Zhang 75 6 0 31 Jan 2021
Meta Ordinal Regression Forest For Learning with Unsure Lung Nodules Yiming Lei Haiping Zhu Junping Zhang Hongming Shan AI4CE 54 7 0 07 Dec 2020
Deep Ordinal Regression using Optimal Transport Loss and Unimodal Output Probabilities Uri Shaham Igal Zaidman Jonathan Svirsky OOD 49 8 0 15 Nov 2020
Constructing interval variables via faceted Rasch measurement and multitask deep learning: a hate speech application Chris J. Kennedy Geoff Bacon A. Sahn Claudia von Vacano 71 87 0 22 Sep 2020
A Machine Learning Approach to Assess Student Group Collaboration Using Individual Level Behavioral Cues Anirudh Som Sujeong Kim Bladmir Lopez-Prado Svati Dhamija Nonye Alozie Amir Tamrakar 22 2 0 13 Jul 2020
Deep Ordinal Regression with Label Diversity Axel Berg Magnus Oskarsson Mark O'Connor 97 52 0 29 Jun 2020
Non-parametric Uni-modality Constraints for Deep Ordinal Classification Soufiane Belharbi Ismail Ben Ayed Luke McCaffrey Eric Granger 404 9 0 25 Nov 2019
Unimodal-uniform Constrained Wasserstein Training for Medical Diagnosis Xiaofeng Liu Xu Han Yukai Qiao Yi Ge Lu Jun 82 33 0 03 Nov 2019
Deep Ordinal Regression for Pledge Specificity Prediction Shivashankar Subramanian Trevor Cohn Timothy Baldwin 56 7 0 31 Aug 2019
Cumulative link models for deep ordinal classification V. M. Vargas Pedro Antonio Gutiérrez C. Hervás‐Martínez 27 1 0 27 May 2019
Learning to rank for censored survival data Margaux Luck Tristan Sylvain Joseph Paul Cohen H. Cardinal Andrea Lodi Yoshua Bengio CML 65 5 0 06 Jun 2018