Cover Image

Self-supervised Representation Learning From Random Data Projectors

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sui, Yi, Wu, Tongzi, Cresswell, Jesse C., Wu, Ga, Stein, George, Huang, Xiao Shi, Zhang, Xiaochen, Volkovs, Maksims
Format:	Preprint
Published:	2023
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Self-Supervised Representation Learning as Mutual Information Maximization
by: Sabby, Akhlaqur Rahman, et al.
Published: (2025)

DRESS: Disentangled Representation-based Self-Supervised Meta-Learning for Diverse Tasks
by: Cui, Wei, et al.
Published: (2025)

Response Quality Assessment for Retrieval-Augmented Generation via Conditional Conformal Factuality
by: Feng, Naihe, et al.
Published: (2025)

Conformal Agent Error Attribution
by: Feng, Naihe, et al.
Published: (2026)

Data-Efficient Multimodal Fusion on a Single GPU
by: Vouitsis, Noël, et al.
Published: (2023)

Aligning Dense Retrievers with LLM Utility via Distillation
by: Sandhu, Rajinder, et al.
Published: (2026)

TabDPT: Scaling Tabular Foundation Models on Real Data
by: Ma, Junwei, et al.
Published: (2024)

RankJudge: A Multi-Turn LLM-as-a-Judge Synthetic Benchmark Generator
by: Tang, Zhenwei, et al.
Published: (2026)

Benchmarking Robust Self-Supervised Learning Across Diverse Downstream Tasks
by: Kowalczuk, Antoni, et al.
Published: (2024)

A Geometric Framework for Understanding Memorization in Generative Models
by: Ross, Brendan Leigh, et al.
Published: (2024)

Tabular Data Contrastive Learning via Class-Conditioned and Feature-Correlation Based Augmentation
by: Cui, Wei, et al.
Published: (2024)

Augmentation-aware Self-supervised Learning with Conditioned Projector
by: Przewięźlikowski, Marcin, et al.
Published: (2023)

Conformal Prediction Sets Improve Human Decision Making
by: Cresswell, Jesse C., et al.
Published: (2024)

Conformal Prediction Sets Can Cause Disparate Impact
by: Cresswell, Jesse C., et al.
Published: (2024)

Trustworthy AI Must Account for Interactions
by: Cresswell, Jesse C.
Published: (2025)

Interpretable Feature Interaction via Statistical Self-supervised Learning on Tabular Data
by: Zhang, Xiaochen, et al.
Published: (2025)

MultiResFormer: Transformer with Adaptive Multi-Resolution Modeling for General Time Series Forecasting
by: Du, Linfeng, et al.
Published: (2023)

Retrieval & Fine-Tuning for In-Context Tabular Models
by: Thomas, Valentin, et al.
Published: (2024)

Scaling Up Diffusion and Flow-based XGBoost Models
by: Cresswell, Jesse C., et al.
Published: (2024)

Self-supervised Audiovisual Representation Learning for Remote Sensing Data
by: Heidler, Konrad, et al.
Published: (2021)

Decoupling Common and Unique Representations for Multimodal Self-supervised Learning
by: Wang, Yi, et al.
Published: (2023)

Masked Modeling for Self-supervised Representation Learning on Vision and Beyond
by: Li, Siyuan, et al.
Published: (2023)

Collaboratively Self-supervised Video Representation Learning for Action Recognition
by: Zhang, Jie, et al.
Published: (2024)

From Static to Dynamic: Exploring Self-supervised Image-to-Video Representation Transfer Learning
by: Liu, Yang, et al.
Published: (2026)

Chartographer: Counterfactual Chart Generation for Evaluating Vision-Language Models
by: Jiang, Yifan, et al.
Published: (2026)

Masked Diffusion as Self-supervised Representation Learner
by: Pan, Zixuan, et al.
Published: (2023)

Data-centric Prediction Explanation via Kernelized Stein Discrepancy
by: Sarvmaili, Mahtab, et al.
Published: (2024)

Exploring Structural Degradation in Dense Representations for Self-supervised Learning
by: Dai, Siran, et al.
Published: (2025)

Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems
by: Leung, Kin Kwan, et al.
Published: (2025)

Patent Representation Learning via Self-supervision
by: Zuo, You, et al.
Published: (2025)

Self-supervised Transformation Learning for Equivariant Representations
by: Yu, Jaemyung, et al.
Published: (2025)

Self-supervised Representation Learning with Local Aggregation for Image-based Profiling
by: Dai, Siran, et al.
Published: (2025)

VG-SSL: Benchmarking Self-supervised Representation Learning Approaches for Visual Geo-localization
by: Xiao, Jiuhong, et al.
Published: (2023)

GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding
by: Wang, Chengyao, et al.
Published: (2024)

Random Walks in Self-supervised Learning for Triangular Meshes
by: Yefet, Gal, et al.
Published: (2025)

Self-supervised Learning of Hybrid Part-aware 3D Representations of 2D Gaussians and Superquadrics
by: Gao, Zhirui, et al.
Published: (2024)

Zero-Execution Retrieval-Augmented Configuration Tuning of Spark Applications
by: Suri, Raunaq, et al.
Published: (2025)

A Self-supervised Motion Representation for Portrait Video Generation
by: Zhang, Qiyuan, et al.
Published: (2025)

Mixed Autoencoder for Self-supervised Visual Representation Learning
by: Chen, Kai, et al.
Published: (2023)

Constrained Multiview Representation for Self-supervised Contrastive Learning
by: Dai, Siyuan, et al.
Published: (2024)