Paper Citation Record · LEDGER

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector

As of 10 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 2 inbound Pith citation observations for arXiv:2502.05540.

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

pith.paper-citation-record.v1
2502.05540 v3

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:59:24.991168Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T22:13:34.998844Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T17:07:12.576029Z

Reference resolution

19 of 19 outbound references displayed

verified exact3
verified fuzzy4
unresolved10
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 21aa6708-c12f-423e-a250-418e43549662 · outbound

This paper cites RODEO: Replay for Online Object Detection.

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector RODEO: Replay for Online Object Detection

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T18:59:24.902718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 258f6210-2f01-41cc-a4b8-e8be5af13747 · outbound

This paper cites Condensed Prototype Replay for Class Incremental Learning.

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector Condensed Prototype Replay for Class Incremental Learning

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-08T18:59:25.270895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4e8acb28-b22b-4595-b4a0-086cbe0fd5d2 · outbound

This paper cites an unresolved cited work.

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T18:59:24.933597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f35c233-6085-48d4-a7db-4db6e7290c9e · outbound

This paper cites Zhou, K., Yang, J., Loy, C.

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector Zhou, K., Yang, J., Loy, C

Reference 13

Resolution: metadata mismatch; raw_fallback, observed 2026-08-08T18:59:25.109549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 240c2679-fd6a-4adc-9430-6386f7b1b90b · outbound

This paper cites Lifelong Object Detection.

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector Lifelong Object Detection

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T18:59:24.967178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a85c1454-d4fb-4bde-a713-9c23e1f52105 · outbound

This paper cites On PASCAL VOC dataset, we train the network with SGD optimizer, momentum of 0.9 and weight decay of 10e-4.

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector On PASCAL VOC dataset, we train the network with SGD optimizer, momentum of 0.9 and weight decay of 10e-4

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:59:25.419918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5b8722a1-b05d-4d12-a108-4dd7249e6e27 · outbound

This paper cites To obtain the projection matrix of an FC layer or a convolution layer with parametersW , we first compute the uncentered covariance of Xt.

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector To obtain the projection matrix of an FC layer or a convolution layer with parametersW , we first compute the uncentered covariance of Xt

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:59:25.405990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ab6a131f-d699-458e-b99e-9f50cc46854e · outbound

This paper cites an unresolved cited work.

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:59:25.377094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fe380933-a724-4235-8c11-23f9ce24578d · outbound

This paper cites an unresolved cited work.

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector Unresolved cited work

Reference 2007

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:59:25.391174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 32aca90a-03cf-4d45-b678-af20f9c70698 · outbound

This paper cites PathNet: Evolution Channels Gradient Descent in Super Neural Networks.

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector PathNet: Evolution Channels Gradient Descent in Super Neural Networks

Reference 2010

Resolution: unresolved; no resolver link, observed 2026-08-08T18:59:24.908306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58518dfb-a6db-4bd5-80f5-2d874fc9fd54 · outbound

This paper cites Progressive Neural Networks.

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector Progressive Neural Networks

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-08T18:59:24.937874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9953c37a-bfe7-4797-a5a3-de2d399ef5de · outbound

This paper cites OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning.

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning

Reference 2016

Resolution: verified exact; local_arxiv, observed 2026-08-08T18:59:25.318948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 17ae8a6e-fdb5-4d39-9c18-6e76a0dd370e · outbound

This paper cites YOLOv11: An Overview of the Key Architectural Enhancements.

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector YOLOv11: An Overview of the Key Architectural Enhancements

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-08T18:59:24.923724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 562b826e-112e-4f41-8351-f18e6562e5c8 · outbound

This paper cites Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection.

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection

Reference 2020

Resolution: verified exact; local_arxiv, observed 2026-08-08T18:59:25.132653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0078cd8b-7021-4145-9480-6d79ad5e259a · outbound

This paper cites Orthogonal Subspace Learning for Language Model Continual Learning.

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector Orthogonal Subspace Learning for Language Model Continual Learning

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-08T18:59:24.943184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14275565-83f1-4225-8441-1350aa7952a1 · outbound

This paper cites FearNet: Brain-Inspired Model for Incremental Learning.

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector FearNet: Brain-Inspired Model for Incremental Learning

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-08T18:59:24.918343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fd742a6-20eb-4ca4-9409-55ac9bbd9d07 · outbound

This paper cites Piggyback gan: Efficient lifelong learning for image conditioned generation.

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector Piggyback gan: Efficient lifelong learning for image conditioned generation

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:59:25.436292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 27a56027-3515-43a1-a7bd-f46eb0f1f91c · outbound

This paper cites The best performance in each is presented with bold, and the second best is presented with underline.

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector The best performance in each is presented with bold, and the second best is presented with underline

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:59:25.361745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f3a28e3d-6dab-4b5b-9197-9f11b1673ab5 · outbound

This paper cites doi: 10.1016/j.knosys.

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector doi: 10.1016/j.knosys

Reference 2025

Resolution: malformed identifier; no resolver link, observed 2026-08-08T18:59:24.947854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 27b58dc0-4801-4a13-a7db-e0b11470686b · inbound

STAR-IOD: Scale-decoupled Topology Alignment with Pseudo-label Refinement for Remote Sensing Incremental Object Detection cites this paper.

STAR-IOD: Scale-decoupled Topology Alignment with Pseudo-label Refinement for Remote Sensing Incremental Object Detection Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector

Reference 167

Resolution: verified exact; arxiv_id, observed 2026-05-21T06:13:59.682727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b11bf8ed-f15c-4ce7-a7ee-828be69819a0 · inbound

CL-CLIP: CLIP-Based Continual Learning Framework with Cost-Volume Category Decoupling for Object Detection cites this paper.

CL-CLIP: CLIP-Based Continual Learning Framework with Cost-Volume Category Decoupling for Object Detection Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:07:12.577588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.