Quantitative Estimation of Target Task Performance from Unsupervised Pretext Task in Semi/Self-Supervised Learning
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Jia, Lin-Han, Han, Si-Yu, Hu, Wen-Chao, Shao, Jie-Jing, Wei, Wen-Da, Zhou, Zhi, Guo, Lan-Zhe, Li, Yu-Feng |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Robust Semi-Supervised Learning in Open Environments
par: Guo, Lan-Zhe, et autres
Publié: (2024)
par: Guo, Lan-Zhe, et autres
Publié: (2024)
Verification Learning: Make Unsupervised Neuro-Symbolic System Feasible
par: Jia, Lin-Han, et autres
Publié: (2025)
par: Jia, Lin-Han, et autres
Publié: (2025)
Pianist Transformer: Towards Expressive Piano Performance Rendering via Scalable Self-Supervised Pre-Training
par: You, Hong-Jie, et autres
Publié: (2025)
par: You, Hong-Jie, et autres
Publié: (2025)
Learning to Perceive "Where": Spatial Pretext Tasks for Robust Self-Supervised Learning
par: Shen, Yang, et autres
Publié: (2026)
par: Shen, Yang, et autres
Publié: (2026)
Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains
par: Lee, Kyungeun, et autres
Publié: (2024)
par: Lee, Kyungeun, et autres
Publié: (2024)
Detecting Scarce and Sparse Anomalous: Solving Dual Imbalance in Multi-Instance Learning
par: Jia, Lin-Han, et autres
Publié: (2025)
par: Jia, Lin-Han, et autres
Publié: (2025)
Self-Supervised Learning of Visual Robot Localization Using LED State Prediction as a Pretext Task
par: Nava, Mirko, et autres
Publié: (2024)
par: Nava, Mirko, et autres
Publié: (2024)
Step Back to Leap Forward: Self-Backtracking for Boosting Reasoning of Language Models
par: Yang, Xiao-Wen, et autres
Publié: (2025)
par: Yang, Xiao-Wen, et autres
Publié: (2025)
Stabilizing Recurrent Dynamics for Test-Time Scalable Latent Reasoning in Looped Language Models
par: Yang, Xiao-Wen, et autres
Publié: (2026)
par: Yang, Xiao-Wen, et autres
Publié: (2026)
On the Performance‐Based Legitimacy of Financial Action Task Force: A Quantitative Exploration
par: Guo Cheng, et autres
Publié: (2025)
par: Guo Cheng, et autres
Publié: (2025)
Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models
par: Yang, Xiao-Wen, et autres
Publié: (2025)
par: Yang, Xiao-Wen, et autres
Publié: (2025)
SSL-Interactions: Pretext Tasks for Interactive Trajectory Prediction
par: Bhattacharyya, Prarthana, et autres
Publié: (2024)
par: Bhattacharyya, Prarthana, et autres
Publié: (2024)
Progressive Pretext Task Learning for Human Trajectory Prediction
par: Lin, Xiaotong, et autres
Publié: (2024)
par: Lin, Xiaotong, et autres
Publié: (2024)
ChinaTravel: An Open-Ended Travel Planning Benchmark with Compositional Constraint Validation for Language Agents
par: Shao, Jie-Jing, et autres
Publié: (2024)
par: Shao, Jie-Jing, et autres
Publié: (2024)
Identification and Estimation of the Average Causal Effects Under Dietary Substitution Strategies
par: Yu‐Han Chiu, et autres
Publié: (2025)
par: Yu‐Han Chiu, et autres
Publié: (2025)
Lifting Traces to Logic: Programmatic Skill Induction with Neuro-Symbolic Learning for Long-Horizon Agentic Tasks
par: Shao, Jie-Jing, et autres
Publié: (2026)
par: Shao, Jie-Jing, et autres
Publié: (2026)
Time2Agri: Temporal Pretext Tasks for Agricultural Monitoring
par: Gupta, Moti Rattan, et autres
Publié: (2025)
par: Gupta, Moti Rattan, et autres
Publié: (2025)
From Pretext to Purpose: Batch-Adaptive Self-Supervised Learning
par: Zhang, Jiansong, et autres
Publié: (2023)
par: Zhang, Jiansong, et autres
Publié: (2023)
A Smooth Transition Between Induction and Deduction: Fast Abductive Learning Based on Probabilistic Symbol Perception
par: Jia, Lin-Han, et autres
Publié: (2025)
par: Jia, Lin-Han, et autres
Publié: (2025)
Beyond Distribution Estimation: Simplex Anchored Structural Inference Towards Universal Semi-Supervised Learning
par: Hou, Yaxin, et autres
Publié: (2026)
par: Hou, Yaxin, et autres
Publié: (2026)
Learning to Flow from Generative Pretext Tasks for Neural Architecture Encoding
par: Kim, Sunwoo, et autres
Publié: (2025)
par: Kim, Sunwoo, et autres
Publié: (2025)
MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning
par: Nedungadi, Vishal, et autres
Publié: (2024)
par: Nedungadi, Vishal, et autres
Publié: (2024)
Self-Supervised Pretext Tasks for Alzheimer's Disease Classification using 3D Convolutional Neural Networks on Large-Scale Synthetic Neuroimaging Dataset
par: Zheng, Chen
Publié: (2024)
par: Zheng, Chen
Publié: (2024)
Pretext Task Adversarial Learning for Unpaired Low-field to Ultra High-field MRI Synthesis
par: Zhang, Zhenxuan, et autres
Publié: (2025)
par: Zhang, Zhenxuan, et autres
Publié: (2025)
Exploring Correlations of Self-Supervised Tasks for Graphs
par: Fang, Taoran, et autres
Publié: (2024)
par: Fang, Taoran, et autres
Publié: (2024)
Revisiting the Travel Planning Capabilities of Large Language Models
par: Zhang, Bo-Wen, et autres
Publié: (2026)
par: Zhang, Bo-Wen, et autres
Publié: (2026)
AltChart: Enhancing VLM-based Chart Summarization Through Multi-Pretext Tasks
par: Moured, Omar, et autres
Publié: (2024)
par: Moured, Omar, et autres
Publié: (2024)
A Semi‐Supervised Transformer Survival Prediction Model for Lung Cancer
par: Jing Teng, et autres
Publié: (2025)
par: Jing Teng, et autres
Publié: (2025)
Offline Imitation Learning with Model-based Reverse Augmentation
par: Shao, Jie-Jing, et autres
Publié: (2024)
par: Shao, Jie-Jing, et autres
Publié: (2024)
Leveraging Unsupervised Task Adaptation and Semi‐Supervised Learning With Semantic‐Enriched Representations for Online Sexism Detection
par: Francisco Rodríguez‐Sánchez, et autres
Publié: (2024)
par: Francisco Rodríguez‐Sánchez, et autres
Publié: (2024)
Enabling Small Models for Zero-Shot Selection and Reuse through Model Label Learning
par: Zhang, Jia, et autres
Publié: (2024)
par: Zhang, Jia, et autres
Publié: (2024)
Multimodal Interaction Modeling via Self-Supervised Multi-Task Learning for Review Helpfulness Prediction
par: Gong, HongLin, et autres
Publié: (2024)
par: Gong, HongLin, et autres
Publié: (2024)
Fairness-Aware Multi-Server Federated Learning Task Delegation over Wireless Networks
par: Gao, Yulan, et autres
Publié: (2024)
par: Gao, Yulan, et autres
Publié: (2024)
An Analysis of Socially Shared Regulation and Performance on Co‐Creation Tasks in the Metaverse
par: Xiao‐Feng Wang, et autres
Publié: (2025)
par: Xiao‐Feng Wang, et autres
Publié: (2025)
Task-Semantic Graph-Driven Distributed Agent Networking for Underwater Target Tracking
par: Zhu, Shengchao, et autres
Publié: (2026)
par: Zhu, Shengchao, et autres
Publié: (2026)
Correction to “Leveraging Unsupervised Task Adaptation and Semi‐Supervised Learning With Semantic‐Enriched Representations for Online Sexism Detection”
Publié: (2025)
Publié: (2025)
Active Self-Semi-Supervised Learning for Few Labeled Samples
par: Wen, Ziting, et autres
Publié: (2022)
par: Wen, Ziting, et autres
Publié: (2022)
Covalent Organic Frameworks for Electrocatalysis: Design, Applications, and Perspectives
par: Jing‐Dong Feng, et autres
Publié: (2024)
par: Jing‐Dong Feng, et autres
Publié: (2024)
Multi-LED Classification as Pretext For Robot Heading Estimation
par: Carlotti, Nicholas, et autres
Publié: (2024)
par: Carlotti, Nicholas, et autres
Publié: (2024)
Exploring Transferability of Self-Supervised Learning by Task Conflict Calibration
par: Guo, Huijie, et autres
Publié: (2025)
par: Guo, Huijie, et autres
Publié: (2025)
Documents similaires
-
Robust Semi-Supervised Learning in Open Environments
par: Guo, Lan-Zhe, et autres
Publié: (2024) -
Verification Learning: Make Unsupervised Neuro-Symbolic System Feasible
par: Jia, Lin-Han, et autres
Publié: (2025) -
Pianist Transformer: Towards Expressive Piano Performance Rendering via Scalable Self-Supervised Pre-Training
par: You, Hong-Jie, et autres
Publié: (2025) -
Learning to Perceive "Where": Spatial Pretext Tasks for Robust Self-Supervised Learning
par: Shen, Yang, et autres
Publié: (2026) -
Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains
par: Lee, Kyungeun, et autres
Publié: (2024)