Paper Citation Record · LEDGER

Understanding Dimensional Collapse in Contrastive Self-supervised Learning

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 37 inbound Pith citation observations for arXiv:2110.09348.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2110.09348 v3

Coverage vector

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Source: paper_references, paper_reference_links

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 37 of 37 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:47:10.298183Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T08:29:41.975441Z

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External citation measurements

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Outbound references

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Pith citing papers

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Towards Unifying Feature Interaction Models for Click-Through Rate Prediction cites this paper.

Towards Unifying Feature Interaction Models for Click-Through Rate Prediction Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 17

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Video Representation Learning with Joint-Embedding Predictive Architectures cites this paper.

Video Representation Learning with Joint-Embedding Predictive Architectures Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 2017

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On the Importance of Embedding Norms in Self-Supervised Learning cites this paper.

On the Importance of Embedding Norms in Self-Supervised Learning Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 3

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AI for the Open-World: the Learning Principles cites this paper.

AI for the Open-World: the Learning Principles Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 90

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Dynamic Contrastive Skill Learning with State-Transition Based Skill Clustering and Dynamic Length Adjustment cites this paper.

Dynamic Contrastive Skill Learning with State-Transition Based Skill Clustering and Dynamic Length Adjustment Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 14

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Informed Mixing -- Improving Open Set Recognition via Attribution-based Augmentation cites this paper.

Informed Mixing -- Improving Open Set Recognition via Attribution-based Augmentation Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 2021

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Generalized Category Discovery via Token Manifold Capacity Learning cites this paper.

Generalized Category Discovery via Token Manifold Capacity Learning Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 25

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Visual Pre-Training on Unlabeled Images using Reinforcement Learning cites this paper.

Visual Pre-Training on Unlabeled Images using Reinforcement Learning Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 36

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DeInfoReg: A Decoupled Learning Framework for Better Training Throughput cites this paper.

DeInfoReg: A Decoupled Learning Framework for Better Training Throughput Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 15

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When Graph Contrastive Learning Backfires: Spectral Vulnerability and Defense in Recommendation cites this paper.

When Graph Contrastive Learning Backfires: Spectral Vulnerability and Defense in Recommendation Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 14

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Denoising-While-Completing Network (DWCNet): Robust Point Cloud Completion Under Corruption cites this paper.

Denoising-While-Completing Network (DWCNet): Robust Point Cloud Completion Under Corruption Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 57

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Towards Cellular-Scale Interpretability in Pathology Foundation Models for Biomarker Assessment cites this paper.

Towards Cellular-Scale Interpretability in Pathology Foundation Models for Biomarker Assessment Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 24

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LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics cites this paper.

LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 78

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Language Models as Semantic Teachers: Post-Training Alignment for Medical Audio Understanding cites this paper.

Language Models as Semantic Teachers: Post-Training Alignment for Medical Audio Understanding Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 19

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SpecTran: Spectral-Aware Transformer-based Adapter for LLM-Enhanced Sequential Recommendation cites this paper.

SpecTran: Spectral-Aware Transformer-based Adapter for LLM-Enhanced Sequential Recommendation Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 25

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UniCon: Unified Framework for Efficient Contrastive Alignment via Kernels cites this paper.

UniCon: Unified Framework for Efficient Contrastive Alignment via Kernels Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 8

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Geometric Decoupling: Diagnosing the Structural Instability of Latent cites this paper.

Geometric Decoupling: Diagnosing the Structural Instability of Latent Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 55

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ShapeY: A Principled Framework for Measuring Shape Recognition Capacity via Nearest-Neighbor Matching cites this paper.

ShapeY: A Principled Framework for Measuring Shape Recognition Capacity via Nearest-Neighbor Matching Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 45

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Elucidating Representation Degradation Problem in Diffusion Model Training cites this paper.

Elucidating Representation Degradation Problem in Diffusion Model Training Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 21

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Learning over Positive and Negative Edges with Contrastive Message Passing cites this paper.

Learning over Positive and Negative Edges with Contrastive Message Passing Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 13

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HQ-JEPA: Hybrid Quantum Joint-Embedding Predictive Architecture for Cross-Modal Remote Sensing Representation Learning cites this paper.

HQ-JEPA: Hybrid Quantum Joint-Embedding Predictive Architecture for Cross-Modal Remote Sensing Representation Learning Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 35

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UR-JEPA: Uniform Rectifiability as a Regularizer for Joint-Embedding Predictive Architectures cites this paper.

UR-JEPA: Uniform Rectifiability as a Regularizer for Joint-Embedding Predictive Architectures Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 18

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IdEst: Assessing Self-Supervised Learning Representations via Intrinsic Dimension cites this paper.

IdEst: Assessing Self-Supervised Learning Representations via Intrinsic Dimension Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 76

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Template Collapse and Information-Theoretic Limits in Camera rPPG Pulse Morphology Restoration cites this paper.

Template Collapse and Information-Theoretic Limits in Camera rPPG Pulse Morphology Restoration Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 12

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Radial Basis Function Networks as Projection Heads in Self-Supervised Learning cites this paper.

Radial Basis Function Networks as Projection Heads in Self-Supervised Learning Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 26

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The Pitfall of Scaling Up: Uncovering and Mitigating Popularity Bias Amplification in Scaling Transformer-based Recommenders cites this paper.

The Pitfall of Scaling Up: Uncovering and Mitigating Popularity Bias Amplification in Scaling Transformer-based Recommenders Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 36

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MuSViT: A Foundation Vision Model for Sheet Music Representation cites this paper.

MuSViT: A Foundation Vision Model for Sheet Music Representation Understanding Dimensional Collapse in Contrastive Self-supervised Learning

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AGE: Adaptive-masking for Graph Embedding in Graph Retrieval-Augmented Generation cites this paper.

AGE: Adaptive-masking for Graph Embedding in Graph Retrieval-Augmented Generation Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 42

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Pretraining Multiple Instance Learning Networks with Multi-Teacher Distillation from Pathology Slide Foundation Models cites this paper.

Pretraining Multiple Instance Learning Networks with Multi-Teacher Distillation from Pathology Slide Foundation Models Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 19

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Spectral-Aware Analytic Class-Incremental Learning for Long-Tailed Distributions cites this paper.

Spectral-Aware Analytic Class-Incremental Learning for Long-Tailed Distributions Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 12

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SpecFormer: Mitigating Embedding and Attention Collapse via Spectral-Aware Transformer for Recommendation cites this paper.

SpecFormer: Mitigating Embedding and Attention Collapse via Spectral-Aware Transformer for Recommendation Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 55

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SpecFormer: Mitigating Embedding and Attention Collapse via Spectral-Aware Transformer for Recommendation cites this paper.

SpecFormer: Mitigating Embedding and Attention Collapse via Spectral-Aware Transformer for Recommendation Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 55

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Exact detection threshold of the packing test cites this paper.

Exact detection threshold of the packing test Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 2003

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Between-User Collapse Under Popularity-Biased Feedback: A Centered-Covariance Theorem and Computable Phase Boundary cites this paper.

Between-User Collapse Under Popularity-Biased Feedback: A Centered-Covariance Theorem and Computable Phase Boundary Understanding Dimensional Collapse in Contrastive Self-supervised Learning

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NAE: Normalizing AutoEncoder cites this paper.

NAE: Normalizing AutoEncoder Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 82

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Scaling Representation Diversity: Modulated Attention and Reconstructive Regularization for Visual Grounding cites this paper.

Scaling Representation Diversity: Modulated Attention and Reconstructive Regularization for Visual Grounding Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 271

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Extreme principal minors of Wishart and deformed GOE matrices cites this paper.

Extreme principal minors of Wishart and deformed GOE matrices Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Reference 155

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