Paper Citation Record · LEDGER

DEIM: DETR with Improved Matching for Fast Convergence

As of 20 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 3 inbound Pith citation observations for arXiv:2412.04234.

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

pith.paper-citation-record.v1
2412.04234 v3

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:42:13.155651Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:03:25.806273Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T10:19:47.841177Z

Reference resolution

50 of 50 outbound references displayed

verified exact0
verified fuzzy43
unresolved6
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9a228b1b-3d80-443e-acf9-473f20665d1c · outbound

This paper cites Yolov4: Optimal speed and accuracy of object detection.

DEIM: DETR with Improved Matching for Fast Convergence Yolov4: Optimal speed and accuracy of object detection

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.521585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation caa34c83-0b12-4102-ada1-fe9464227579 · outbound

This paper cites Align-detr: Improving detr with sim- ple iou-aware bce loss.

DEIM: DETR with Improved Matching for Fast Convergence Align-detr: Improving detr with sim- ple iou-aware bce loss

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.514383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 76c96035-865b-4906-893e-b57e6eb4f256 · outbound

This paper cites End-to- end object detection with transformers.

DEIM: DETR with Improved Matching for Fast Convergence End-to- end object detection with transformers

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.506615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9b3cbd46-a9a0-477b-b5d8-ce90936f6e5d · outbound

This paper cites Group detr: Fast detr training with group-wise one-to-many assignment.

DEIM: DETR with Improved Matching for Fast Convergence Group detr: Fast detr training with group-wise one-to-many assignment

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.499040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fcc07c2b-a7a0-4b6d-b46b-e457fb35453b · outbound

This paper cites Monocular 3d object de- tection for autonomous driving.

DEIM: DETR with Improved Matching for Fast Convergence Monocular 3d object de- tection for autonomous driving

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.491927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 453993c9-ebc8-40be-9372-f73ec22bc96c · outbound

This paper cites Multi-view 3d object detection network for autonomous driving.

DEIM: DETR with Improved Matching for Fast Convergence Multi-view 3d object detection network for autonomous driving

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.484439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation abfa6ec1-0ce5-486c-a530-77d7e1792a1b · outbound

This paper cites Dynamic detr: End-to- end object detection with dynamic attention.

DEIM: DETR with Improved Matching for Fast Convergence Dynamic detr: End-to- end object detection with dynamic attention

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.477211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 21acddf1-8368-401c-87d1-daa37449f6ab · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

DEIM: DETR with Improved Matching for Fast Convergence Imagenet: A large-scale hierarchical image database

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T21:42:13.039678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e36e331d-9159-4aea-9cb3-3b3d5518ad57 · outbound

This paper cites Object detection and tracking for autonomous navigation in dynamic environments.

DEIM: DETR with Improved Matching for Fast Convergence Object detection and tracking for autonomous navigation in dynamic environments

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.465634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b4d61757-a038-460a-96ac-904c505c1ff3 · outbound

This paper cites Tood: Task-aligned one-stage object de- tection.

DEIM: DETR with Improved Matching for Fast Convergence Tood: Task-aligned one-stage object de- tection

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.458256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 545a5155-490e-46d7-9e7e-d8d960f7552b · outbound

This paper cites Fast convergence of detr with spatially modulated co-attention.

DEIM: DETR with Improved Matching for Fast Convergence Fast convergence of detr with spatially modulated co-attention

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.450855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation dc586bfe-4225-45e6-8920-17557430aa0b · outbound

This paper cites an unresolved cited work.

DEIM: DETR with Improved Matching for Fast Convergence Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:42:13.443632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2fa9a651-6407-4c72-aab9-c8ff05341ca9 · outbound

This paper cites an unresolved cited work.

DEIM: DETR with Improved Matching for Fast Convergence Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:42:13.436774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7045f4bf-b7a4-409a-8dd1-8bef854f44eb · outbound

This paper cites Deep residual learning for image recognition.

DEIM: DETR with Improved Matching for Fast Convergence Deep residual learning for image recognition

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T21:42:13.055910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2fa0862-687b-4a39-8cf9-e14c11a7df8f · outbound

This paper cites Detrs with hybrid matching.

DEIM: DETR with Improved Matching for Fast Convergence Detrs with hybrid matching

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.425757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1ec0d22a-a4e9-49f6-8b4a-47d386e8445f · outbound

This paper cites The hungarian method for the assignment problem.

DEIM: DETR with Improved Matching for Fast Convergence The hungarian method for the assignment problem

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.418889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 38dfab10-c613-453d-bbe6-857a4b0167f6 · outbound

This paper cites Lite detr: An interleaved multi-scale encoder for efficient detr.

DEIM: DETR with Improved Matching for Fast Convergence Lite detr: An interleaved multi-scale encoder for efficient detr

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.411699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e4b00882-0eb9-4db0-a54c-643ccc7393cf · outbound

This paper cites Dn-detr: Accelerate detr training by intro- ducing query denoising.

DEIM: DETR with Improved Matching for Fast Convergence Dn-detr: Accelerate detr training by intro- ducing query denoising

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.404235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 374719f2-90dd-459d-b334-91fd2d328dd7 · outbound

This paper cites Focal loss for dense object detection.

DEIM: DETR with Improved Matching for Fast Convergence Focal loss for dense object detection

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T21:42:13.069213Z

Source-reported events for the cited work

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Observation 1379c296-9b19-44c5-abb8-5131d6138d90 · outbound

This paper cites Microsoft coco: Common objects in context.

DEIM: DETR with Improved Matching for Fast Convergence Microsoft coco: Common objects in context

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.392152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a821092a-3737-46d5-b9a2-25fb6d3f05a2 · outbound

This paper cites Dab-detr: Dynamic an- chor boxes are better queries for detr.

DEIM: DETR with Improved Matching for Fast Convergence Dab-detr: Dynamic an- chor boxes are better queries for detr

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.385390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fe2a31e6-77eb-4774-93f9-f2637b8d9623 · outbound

This paper cites Detection transformer with stable matching.

DEIM: DETR with Improved Matching for Fast Convergence Detection transformer with stable matching

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.378358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4aaeec99-574e-447e-b8e1-224a8d74952f · outbound

This paper cites Decoupled weight decay regularization.

DEIM: DETR with Improved Matching for Fast Convergence Decoupled weight decay regularization

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.371388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2a8095d2-a902-40b3-ac4c-b09eff47e2cd · outbound

This paper cites Rt-detrv2: Improved base- line with bag-of-freebies for real-time detection transformer.

DEIM: DETR with Improved Matching for Fast Convergence Rt-detrv2: Improved base- line with bag-of-freebies for real-time detection transformer

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.363702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 29fa968d-adbf-4116-bc53-1d645a7ddc62 · outbound

This paper cites Rtmdet: An empirical study of designing real-time object detectors.

DEIM: DETR with Improved Matching for Fast Convergence Rtmdet: An empirical study of designing real-time object detectors

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.356750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cd5a9de1-2b7c-4d61-916b-f8bd5c002afc · outbound

This paper cites Conditional detr for fast training convergence.

DEIM: DETR with Improved Matching for Fast Convergence Conditional detr for fast training convergence

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.349944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e977c400-1619-4e69-b4ac-7b2e16aea074 · outbound

This paper cites D-fine: Redefine regression task in detrs as fine-grained distribution refinement.

DEIM: DETR with Improved Matching for Fast Convergence D-fine: Redefine regression task in detrs as fine-grained distribution refinement

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.342919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 885769a9-a650-45fd-8936-bde700747995 · outbound

This paper cites You only look once: Unified, real-time object detection.

DEIM: DETR with Improved Matching for Fast Convergence You only look once: Unified, real-time object detection

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.336152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e88e481e-1d3b-44fd-94cd-54b03899c2dc · outbound

This paper cites Faster r-cnn: Towards real-time object detection with region proposal networks.

DEIM: DETR with Improved Matching for Fast Convergence Faster r-cnn: Towards real-time object detection with region proposal networks

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.329201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 120cc65a-8c48-4b32-a000-a1038dfa38b8 · outbound

This paper cites Crowdhuman: A benchmark for detecting human in a crowd.

DEIM: DETR with Improved Matching for Fast Convergence Crowdhuman: A benchmark for detecting human in a crowd

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.322241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5290a068-9e1a-45a0-8d8e-5613697844cf · outbound

This paper cites Fully convolutional one-stage 3d object detection on lidar range images.

DEIM: DETR with Improved Matching for Fast Convergence Fully convolutional one-stage 3d object detection on lidar range images

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.315243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 07cd1829-1bc3-4ce9-8858-d3a8702a8d54 · outbound

This paper cites Yolov10: Real-time end-to- end object detection.

DEIM: DETR with Improved Matching for Fast Convergence Yolov10: Real-time end-to- end object detection

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.308352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f80f9ab2-1f6b-4d6d-a3c9-dc9d41c80319 · outbound

This paper cites Gold-yolo: Ef- ficient object detector via gather-and-distribute mechanism.

DEIM: DETR with Improved Matching for Fast Convergence Gold-yolo: Ef- ficient object detector via gather-and-distribute mechanism

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.300926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b5698a48-694b-4f46-a2c3-5cf8112fe06d · outbound

This paper cites Yolov9: Learning what you want to learn using pro- grammable gradient information.

DEIM: DETR with Improved Matching for Fast Convergence Yolov9: Learning what you want to learn using pro- grammable gradient information

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.293975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 93d0c68b-577c-4ee8-8a8c-6b114e7c58f0 · outbound

This paper cites Anchor detr: Query design for transformer-based detector.

DEIM: DETR with Improved Matching for Fast Convergence Anchor detr: Query design for transformer-based detector

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.287081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ffc3d6e2-f2e5-4e59-a94c-d79fbf7d6119 · outbound

This paper cites Efficient detr: improving end-to-end object detector with dense prior.

DEIM: DETR with Improved Matching for Fast Convergence Efficient detr: improving end-to-end object detector with dense prior

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.280078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b7e1e4d9-8736-4126-acbb-8faaf9382422 · outbound

This paper cites Cascade-detr: delv- 9 ing into high-quality universal object detection.

DEIM: DETR with Improved Matching for Fast Convergence Cascade-detr: delv- 9 ing into high-quality universal object detection

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.273475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 921087b3-07b8-4147-b779-d916945785bc · outbound

This paper cites mixup: Beyond empirical risk minimization.

DEIM: DETR with Improved Matching for Fast Convergence mixup: Beyond empirical risk minimization

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.265682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7a98ca93-c306-4bff-a9f0-9ef30ea28f9b · outbound

This paper cites Dino: Detr with improved denoising anchor boxes for end-to-end object detection.

DEIM: DETR with Improved Matching for Fast Convergence Dino: Detr with improved denoising anchor boxes for end-to-end object detection

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.259011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bbca6a88-533d-45aa-bb6f-3e3f967fd5fb · outbound

This paper cites Varifocalnet: An iou-aware dense object detector.

DEIM: DETR with Improved Matching for Fast Convergence Varifocalnet: An iou-aware dense object detector

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.252202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2873023b-b4bc-404b-aa8f-4e4051d06033 · outbound

This paper cites Dense distinct query for end-to-end object detection.

DEIM: DETR with Improved Matching for Fast Convergence Dense distinct query for end-to-end object detection

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.244929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1af2e0fe-bbf5-4300-afa5-55d766da5096 · outbound

This paper cites Ms-detr: Efficient detr training with mixed supervision.

DEIM: DETR with Improved Matching for Fast Convergence Ms-detr: Efficient detr training with mixed supervision

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.238037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5d838e17-c9d2-4856-be88-45133ce5cb7a · outbound

This paper cites Detrs beat yolos on real-time object detection.

DEIM: DETR with Improved Matching for Fast Convergence Detrs beat yolos on real-time object detection

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.230950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7b8990bb-6c2c-4c27-8a79-cf5587811fa3 · outbound

This paper cites Yolox: Exceeding yolo series in 2021.

DEIM: DETR with Improved Matching for Fast Convergence Yolox: Exceeding yolo series in 2021

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.223810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 94c1148d-4a04-4cfb-87a2-8a6f3c086992 · outbound

This paper cites Deformable detr: Deformable transformers for end-to-end object detection.

DEIM: DETR with Improved Matching for Fast Convergence Deformable detr: Deformable transformers for end-to-end object detection

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.216326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5d69f179-5480-40c1-94fd-4af35d1990a7 · outbound

This paper cites Detrs with col- laborative hybrid assignments training.

DEIM: DETR with Improved Matching for Fast Convergence Detrs with col- laborative hybrid assignments training

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.208508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8bb55fb9-fd4f-46fa-a5d1-b80bd8b2c645 · outbound

This paper cites We evaluate our method on the COCO [20] dataset, training DEIM on train2017 and validating it on val2017.

DEIM: DETR with Improved Matching for Fast Convergence We evaluate our method on the COCO [20] dataset, training DEIM on train2017 and validating it on val2017

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.201217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8e9905c2-9167-461c-8dcc-d41146a13e0b · outbound

This paper cites Based on the strong real-time detectors RT- DETRv2 [24] and D-FINE [27], our DEIM achieves sig- nificant improvements across the board.

DEIM: DETR with Improved Matching for Fast Convergence Based on the strong real-time detectors RT- DETRv2 [24] and D-FINE [27], our DEIM achieves sig- nificant improvements across the board

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:42:13.193516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 22eb69b5-e40b-420c-8467-599ba3495a30 · outbound

This paper cites an unresolved cited work.

DEIM: DETR with Improved Matching for Fast Convergence Unresolved cited work

Reference 49

Resolution: malformed identifier; raw_fallback, observed 2026-08-11T21:42:13.184734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 56f3a81c-a4de-43eb-b1d6-4649edfdf553 · outbound

This paper cites an unresolved cited work.

DEIM: DETR with Improved Matching for Fast Convergence Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:42:13.177043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation 7a74ed33-14cc-4d96-b44a-fac9e285fe18 · inbound

Dome-DETR: DETR with Density-Oriented Feature-Query Manipulation for Efficient Tiny Object Detection cites this paper.

Dome-DETR: DETR with Density-Oriented Feature-Query Manipulation for Efficient Tiny Object Detection DEIM: DETR with Improved Matching for Fast Convergence

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T23:03:25.806273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aa60558-abb5-40dd-a387-de5bd285d417 · inbound

SARES-DEIM: Sparse Mixture-of-Experts Meets DETR for Robust SAR Ship Detection cites this paper.

SARES-DEIM: Sparse Mixture-of-Experts Meets DETR for Robust SAR Ship Detection DEIM: DETR with Improved Matching for Fast Convergence

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:08:01.039966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b24654eb-14ac-427c-a289-dddcf5692d27 · inbound

From Spatial to Spectral: An Efficient, Frequency-Guided Feature Representation Learner for Small Object Detection cites this paper.

From Spatial to Spectral: An Efficient, Frequency-Guided Feature Representation Learner for Small Object Detection DEIM: DETR with Improved Matching for Fast Convergence

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:19:47.842667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.