A step towards understanding why classification helps regression

A step towards understanding why classification helps regression

21 August 2023

J. C. V. Gemert

Papers citing "A step towards understanding why classification helps regression"

10 / 10 papers shown

Title
Improving Deep Regression with Tightness Shihao Zhang Yuguang Yan Angela Yao OOD 84 0 0 13 Feb 2025
Structural Entropy Guided Probabilistic Coding Xiang Huang Hao Peng Li Sun Hui Lin Chunyang Liu Jiang Cao Philip S. Yu 74 0 0 12 Dec 2024
V-Hands: Touchscreen-based Hand Tracking for Remote Whiteboard Interaction Xinshuang Liu Yizhong Zhang Xin Tong 23 1 0 20 Sep 2024
An Efficient Model-Agnostic Approach for Uncertainty Estimation in Data-Restricted Pedometric Applications Viacheslav Barkov Jonas Schmidinger Robin Gebbers Martin Atzmueller 28 1 0 18 Sep 2024
Deep Domain Adaptation Regression for Force Calibration of Optical Tactile Sensors Zhuo Chen Ni Ou Jiaqi Jiang Shan Luo OOD 36 4 0 19 Jul 2024
Hierarchical Classification Auxiliary Network for Time Series Forecasting Yanru Sun Zongxia Xie Dongyue Chen Emadeldeen Eldele Qinghua Hu AI4TS 53 3 0 29 May 2024
Stop Regressing: Training Value Functions via Classification for Scalable Deep RL Jesse Farebrother Jordi Orbay Q. Vuong Adrien Ali Taïga Yevgen Chebotar ... Sergey Levine Pablo Samuel Castro Aleksandra Faust Aviral Kumar Rishabh Agarwal OffRL 56 56 0 06 Mar 2024
FoldToken: Learning Protein Language via Vector Quantization and Beyond Zhangyang Gao Cheng Tan Jue Wang Yufei Huang Lirong Wu Stan Z. Li 30 9 0 04 Feb 2024
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Mingming Gong Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 188 1,707 0 06 Jun 2018
Designing Deep Networks for Surface Normal Estimation X. Wang David Fouhey Abhinav Gupta 3DV SSL 156 353 0 18 Nov 2014