Semi-supervised Deep Learning for Image Classification with Distribution
Mismatch: A Survey

Semi-supervised Deep Learning for Image Classification with Distribution Mismatch: A Survey

1 March 2022

Saul Calderon-Ramirez

Shengxiang-Yang

David Elizondo

Papers citing "Semi-supervised Deep Learning for Image Classification with Distribution Mismatch: A Survey"

10 / 10 papers shown

Title
Theory-inspired Label Shift Adaptation via Aligned Distribution Mixture Ruidong Fan Xiao Ouyang Hong Tao Yuhua Qian Chenping Hou OOD 54 0 0 04 Nov 2024
Semi-Supervised Object Detection: A Survey on Progress from CNN to Transformer Tahira Shehzadi Ifza Didier Stricker Muhammad Zeshan Afzal ViT 42 0 0 11 Jul 2024
ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal Zhuohao Li Guoyang Xie Guannan Jiang Zhichao Lu 42 3 0 29 Apr 2024
Weakly-Supervised Learning via Multi-Lateral Decoder Branching for Tool Segmentation in Robot-Assisted Cardiovascular Catheterization O. Omisore T. Akinyemi Anh Nguyen Lei Wang 41 0 0 11 Apr 2024
A Novel Dataset for Financial Education Text Simplification in Spanish Nelson Perez-Rojas Saúl Calderón Ramírez Martin Solis-Salazar Mario Romero-Sandoval Monica Arias-Monge Horacio Saggion 20 0 0 15 Dec 2023
Improving Semi-supervised Deep Learning by using Automatic Thresholding to Deal with Out of Distribution Data for COVID-19 Detection using Chest X-ray Images Isaac Benavides-Mata Saul Calderon-Ramirez 19 3 0 03 Nov 2022
Fix-A-Step: Semi-supervised Learning from Uncurated Unlabeled Data Zhe Huang Mary-Joy Sidhom B. Wessler M. C. Hughes 27 10 0 25 Aug 2022
Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning Junkai Huang Chaowei Fang Weikai Chen Z. Chai Xiaolin K. Wei Pengxu Wei Liang Lin Guanbin Li OODD 52 63 0 12 Aug 2021
SaaS: Speed as a Supervisor for Semi-supervised Learning Safa Cicek Alhussein Fawzi Stefano Soatto BDL 30 19 0 02 May 2018
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 273 1,275 0 06 Mar 2017