Paper "semi-supervised learning" Papers

21 papers found

Combating Semantic Contamination in Learning with Label Noise

Wenxiao Fan, Kan Li

AAAI 2025paperarXiv:2412.11620
1
citations

Geodesic Flow Kernels for Semi-Supervised Learning on Mixed-Variable Tabular Dataset

Yoontae Hwang, Yongjae Lee

AAAI 2025paperarXiv:2412.12864
1
citations

LCGC: Learning from Consistency Gradient Conflicting for Class-Imbalanced Semi-Supervised Debiasing

Weiwei Xing, Yue Cheng, Hongzhu Yi et al.

AAAI 2025paperarXiv:2504.06544
1
citations

Prior-Constrained Association Learning for Fine-Grained Generalized Category Discovery

Menglin Wang, Zhun Zhong, Xiaojin Gong

AAAI 2025paperarXiv:2502.09501
3
citations

Probability-Density-aware Semi-supervised Learning

Shuyang Liu, Ruiqiu Zheng, Yunhang Shen et al.

AAAI 2025paperarXiv:2412.17547

BaCon: Boosting Imbalanced Semi-supervised Learning via Balanced Feature-Level Contrastive Learning

Qianhan Feng, Lujing Xie, Shijie Fang et al.

AAAI 2024paperarXiv:2403.12986
16
citations

Data Adaptive Traceback for Vision-Language Foundation Models in Image Classification

Long-Fei Li, Peng Zhao, Zhi-Hua Zhou

AAAI 2024paperarXiv:2407.08787
4
citations

Entropic Open-Set Active Learning

Bardia Safaei, Vibashan VS, Celso de Melo et al.

AAAI 2024paperarXiv:2312.14126
29
citations

Knowledge Guided Semi-supervised Learning for Quality Assessment of User Generated Videos

Shankhanil Mitra, Rajiv Soundararajan

AAAI 2024paperarXiv:2312.15425
9
citations

Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment

Luyao Wang, Pengnian Qi, Xigang Bao et al.

AAAI 2024paperarXiv:2403.01203
18
citations

Regroup Median Loss for Combating Label Noise

Authors: Fengpeng Li, Kemou Li, Jinyu Tian et al.

AAAI 2024paperarXiv:2312.06273
15
citations

Response Enhanced Semi-supervised Dialogue Query Generation

Jianheng Huang, Ante Wang, Linfeng Gao et al.

AAAI 2024paperarXiv:2312.12713
5
citations

Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data

Shuvendu Roy, Ali Etemad

AAAI 2024paperarXiv:2306.01222
6
citations

SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-Supervised Skeleton-Based Action Recognition

Cong Wu, Xiao-Jun Wu, Josef Kittler et al.

AAAI 2024paperarXiv:2309.05834
26
citations

Semi-supervised 3D Object Detection with PatchTeacher and PillarMix

Xiaopei Wu, Liang Peng, Liang Xie et al.

AAAI 2024paperarXiv:2407.09787
10
citations

Semi-supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix

Kewei Wang, Yizheng Wu, Zhiyu Pan et al.

AAAI 2024paperarXiv:2312.08009
10
citations

Semi-supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach

Yu Wang, Yuxuan Yin, Karthik Somayaji NS et al.

AAAI 2024paperarXiv:2310.13110

Semi-supervised Open-World Object Detection

Sahal Shaji Mullappilly, Abhishek Singh Gehlot, Rao Muhammad Anwer et al.

AAAI 2024paperarXiv:2402.16013
15
citations

Three Heads Are Better than One: Complementary Experts for Long-Tailed Semi-supervised Learning

Chengcheng Ma, Ismail Elezi, Jiankang Deng et al.

AAAI 2024paperarXiv:2312.15702
16
citations

Trend-Aware Supervision: On Learning Invariance for Semi-supervised Facial Action Unit Intensity Estimation

Yingjie Chen, Jiarui Zhang, Tao Wang et al.

AAAI 2024paperarXiv:2503.08078
1
citations

Twice Class Bias Correction for Imbalanced Semi

supervised Learning

AAAI 2024paperarXiv:2312.16604
6
citations