Paper Citation Record · LEDGER

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network

As of 23 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 2 inbound Pith citation observations for arXiv:2412.14961.

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

pith.paper-citation-record.v1
2412.14961 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:47:25.778650Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:47:42.476997Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T04:51:55.226849Z

Reference resolution

35 of 35 outbound references displayed

verified exact2
verified fuzzy26
unresolved7
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b4d2db7d-5e52-4db4-a798-5c7f0a1f7c4a · outbound

This paper cites Robotic perception of transparent objects: A review,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Robotic perception of transparent objects: A review,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:26.167917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e501b2c0-ddac-451b-8d27-e025ebbc7c83 · outbound

This paper cites Clear grasp: 3d shape estimation of transparent objects for manipulation,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Clear grasp: 3d shape estimation of transparent objects for manipulation,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:26.157690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e5d48e88-541a-4078-a766-55691cee5839 · outbound

This paper cites Transcg: A large-scale real- world dataset for transparent object depth completion and a grasping baseline,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Transcg: A large-scale real- world dataset for transparent object depth completion and a grasping baseline,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:26.147767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ebae8985-070c-4802-aff0-1b03e4ff8ab7 · outbound

This paper cites Fdct: Fast depth completion for transparent objects,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Fdct: Fast depth completion for transparent objects,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:26.126105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8dd3a9a6-f548-47ae-bbf5-9e79c5f75919 · outbound

This paper cites Tode-trans: Transparent object depth estimation with transformer,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Tode-trans: Transparent object depth estimation with transformer,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:26.115936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 63e83739-b8a5-4f81-8669-57c6e54ec88c · outbound

This paper cites Tcrnet: Transparent object depth completion with cascade refinements,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Tcrnet: Transparent object depth completion with cascade refinements,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:26.105502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bb11a678-5e17-496a-8f0a-2d327f3c9221 · outbound

This paper cites Seeing glass: Joint point-cloud and depth completion for transparent objects,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Seeing glass: Joint point-cloud and depth completion for transparent objects,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:26.093862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c4ebe598-2752-4080-a801-7f7013dc809d · outbound

This paper cites Transparent depth completion using segmentation features,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Transparent depth completion using segmentation features,

Reference 9

Resolution: verified exact; doi, observed 2026-08-11T11:47:25.851116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 33a31f86-2811-47a3-a9fa-962487070c3c · outbound

This paper cites Transparent object depth perception network for robotic manipulation based on orientation-aware guidance and texture enhancement,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Transparent object depth perception network for robotic manipulation based on orientation-aware guidance and texture enhancement,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:26.083514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cbf43e1c-b14c-4eec-8423-10486d64300a · outbound

This paper cites Image fusion meets deep learning: A survey and perspective,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Image fusion meets deep learning: A survey and perspective,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T11:47:25.682486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a5816d2-2f22-429c-9f4b-3a66860643af · outbound

This paper cites Dilated u-block for lightweight indoor depth completion with sobel edge,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Dilated u-block for lightweight indoor depth completion with sobel edge,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:26.072792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5760267a-389b-4e1a-a760-0b83b4dd04e5 · outbound

This paper cites Indoor depth completion with boundary consistency and self-attention,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Indoor depth completion with boundary consistency and self-attention,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:26.061623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 489f3713-d098-450a-a39d-aa0cb0c2fa7b · outbound

This paper cites Domain randomization-enhanced depth simulation and restoration for perceiving and grasping specular and transparent objects,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Domain randomization-enhanced depth simulation and restoration for perceiving and grasping specular and transparent objects,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:26.050403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 08d79c57-98b4-44c4-90f8-541bf2a00ad4 · outbound

This paper cites Multi-task learning using dynamic task weighting for conversational question answering,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Multi-task learning using dynamic task weighting for conversational question answering,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:26.039094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3b6f01c9-b0c8-4718-b873-ea55d73b40f5 · outbound

This paper cites End-to-end multi-task learning with attention,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network End-to-end multi-task learning with attention,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:26.028092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 42bb71b9-c365-499f-8953-a44aa18e799a · outbound

This paper cites 3d reconstruction of transparent objects with position-normal consistency,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network 3d reconstruction of transparent objects with position-normal consistency,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:26.016889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a4ff0042-0bad-45a9-99f5-9e62739d54dc · outbound

This paper cites Full 3d reconstruction of transparent objects,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Full 3d reconstruction of transparent objects,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T11:47:25.710523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0e73dd0-8ccb-4a3c-b7bf-cda2be82e435 · outbound

This paper cites Transparent surface modeling from a pair of polarization images,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Transparent surface modeling from a pair of polarization images,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:26.004794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a24111fe-29f9-450f-8516-9fc03a869e02 · outbound

This paper cites 3d reconstruction of transparent objects exploiting surface fluorescence caused by uv irradiation,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network 3d reconstruction of transparent objects exploiting surface fluorescence caused by uv irradiation,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:25.993755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c5bc7049-d492-4b71-ab72-bf45cf3c9b9b · outbound

This paper cites A4t: Hierarchical a ffordance detection for transparent objects depth reconstruction and manipula- tion,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network A4t: Hierarchical a ffordance detection for transparent objects depth reconstruction and manipula- tion,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:25.982998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1c2ba569-4493-427e-833c-1d5ec28484fb · outbound

This paper cites Deep depth completion of a single rgb- d image,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Deep depth completion of a single rgb- d image,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:25.972214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 98c3010f-fa29-45f7-9f6f-3fd44a521a8d · outbound

This paper cites Depthgrasp: Depth completion of transparent objects using self-attentive adversar- ial network with spectral residual for grasping,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Depthgrasp: Depth completion of transparent objects using self-attentive adversar- ial network with spectral residual for grasping,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:25.961740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 61efee20-1a5f-4627-ace6-ced3eb8d2f13 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network An image is worth 16x16 words: Transformers for image recognition at scale,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T11:47:25.734227Z

Source-reported events for the cited work

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Observation bd76a2c1-dbdb-484f-9b8b-5f3ec9750281 · outbound

This paper cites Attention is all you need,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Attention is all you need,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T11:47:25.737726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fc8b41d-d83b-42ef-a16d-d931a873dcef · outbound

This paper cites A survey of the vision transformers and their cnn-transformer based variants,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network A survey of the vision transformers and their cnn-transformer based variants,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T11:47:25.741572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b102d7dc-7c2e-441d-aa40-2fd2f4c13fea · outbound

This paper cites Conformer: Local features coupling global representations for recognition and detection,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Conformer: Local features coupling global representations for recognition and detection,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T11:47:25.745471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8b6263f-5791-46f8-a2ea-f124cf2c3031 · outbound

This paper cites Localvit: Analyzing locality in vision transformers,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Localvit: Analyzing locality in vision transformers,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:25.931943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4a50184c-3baa-4600-9350-76cd5c521fcf · outbound

This paper cites Coatnet: marrying convolution and attention for all data sizes,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Coatnet: marrying convolution and attention for all data sizes,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:25.921056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b90f0269-ad3b-46dd-941a-8511ee322bc7 · outbound

This paper cites Mobile-former: Bridging mobilenet and transformer,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Mobile-former: Bridging mobilenet and transformer,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:25.908441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9b873763-9e3a-4164-b29e-c287a830015d · outbound

This paper cites Evolving attention with residual convolutions,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Evolving attention with residual convolutions,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:25.896619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 41dda7c6-8f6c-43fd-ac32-b6d577d52012 · outbound

This paper cites Incorporating convolution designs into visual transformers,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Incorporating convolution designs into visual transformers,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:25.884736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 94cda135-fe34-45c9-affb-bf0a0bf225f7 · outbound

This paper cites Deep residual learning for image recognition,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Deep residual learning for image recognition,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T11:47:25.767758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2d0e9ac-7573-478f-9591-8778680bcc99 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Swin transformer: Hierarchical vision transformer using shifted windows,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:25.864244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a72073ff-5f8e-40fd-bb8b-e446d60c3e8e · outbound

This paper cites Non- local spatial propagation network for depth completion,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Non- local spatial propagation network for depth completion,

Reference 35

Resolution: verified exact; doi, observed 2026-08-11T11:47:25.813894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 80fcc828-d278-4fb5-87f8-d4f40749e1a3 · outbound

This paper cites Rgb-d local implicit function for depth completion of transparent objects,.

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network Rgb-d local implicit function for depth completion of transparent objects,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:47:26.137040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation 0eab63c7-05d8-499a-b76c-351ebfa483c0 · inbound

HTMNet: A Hybrid Network with Transformer-Mamba Bottleneck Multimodal Fusion for Transparent and Reflective Objects Depth Completion cites this paper.

HTMNet: A Hybrid Network with Transformer-Mamba Bottleneck Multimodal Fusion for Transparent and Reflective Objects Depth Completion TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T13:47:42.476997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3df58a49-fa43-4b44-a7c7-109961faf7b3 · inbound

DCIRNet: Depth Completion with Iterative Refinement for Dexterous Grasping of Transparent and Reflective Objects cites this paper.

DCIRNet: Depth Completion with Iterative Refinement for Dexterous Grasping of Transparent and Reflective Objects TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:51:55.370866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.