Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-12T00:51:34.506035Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2607.03661.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-12T00:51:34.506035Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 454d59dc-d5bc-4f68-af43-8d0f734b7c9c · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d31c650a-cf9e-47d6-b86e-028c2e799052 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7238217e-2f14-42d3-afac-561fd6488f87 · outbound
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9cdf5ebb-0861-450c-8cc2-f10d4f0f18d0 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ea6693c-9670-4e6c-b13d-97817fc7a4bc · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5dd7e07f-b46f-4a57-9602-2767b5fd17d3 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ab418cc3-4653-4496-8f0c-f4f0be01bda9 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 94a122c9-50a4-4534-945c-bf7c22c701bc · outbound
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 426abf0a-d4e3-4ab7-93f6-1b601df109a2 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Visual Instruction Tuning
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5071c852-2500-4902-b460-c5aca8b606d9 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models GPT-4 Technical Report
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1535bca7-7e3b-41fd-8a34-e6cac55b9542 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Areerob, V.-Q
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fed27f51-3338-44c3-980d-88ae461b191a · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0eee6c74-b7c9-40de-8569-ce3f9d0f2d21 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bca0bd84-d1f0-4a3e-9fa9-1a817ebb94a3 · outbound
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7aaf2787-f43c-4483-99e3-85049647a91b · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e8640f8a-e072-4a4b-9cc8-8df80f747a28 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Scalable 3D Captioning with Pretrained Models
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc9e6419-4d38-4126-a844-b1f57c106ac2 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 66a377c2-03ae-4dc7-a225-e314fa0a8fbd · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c27fdf16-beaf-4214-8487-5f7cf7fabf69 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9cc6636f-57cc-4e38-ad1a-a6957522e5a6 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 047896f2-c554-41fb-88f2-e1cc3f7453b2 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models LoRA: Low-Rank Adaptation of Large Language Models
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9e3ff70-0386-4b9e-b6cc-5561ca38a3aa · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Learning Transferable Visual Models From Natural Language Supervision
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1068262-c7aa-4589-875a-74b8ed621521 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66b7cf45-de1e-44ae-8ceb-51a59023a118 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Shap-E: Generating Conditional 3D Implicit Functions
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92aa3c32-7694-447a-8c49-d22312a1202c · outbound
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6526811e-eabe-45ed-b0c4-1cf2a652060c · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a561ae95-de78-47d2-9173-b68ce8b23947 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b7b02188-344a-4a1b-92ab-44387043a2b8 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b91f8bc-9ec2-4034-9cfa-f0163012d043 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dd8dade1-16b3-49fe-93a9-754b16cf2cf9 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3ad6e86-dea8-40c2-a54a-c58851716c98 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fd75170-468b-43c0-b0b1-da8a3b98b3ef · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb4a208b-e8aa-4782-8b4b-ad8db5aea02e · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 34bca633-9a87-4291-86ae-e41d215b6b7b · outbound
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6a81ae11-828e-434c-9325-af841cd43a22 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 693c5b4d-14df-4def-9381-b933d7938ff2 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a024dd4-39ae-4ff7-b503-8418aede0ffe · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b0e6915-ba4c-4dca-a86e-819be68178bf · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9807b589-775a-4402-8b78-f72e8b97143a · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models 3D-LLM: Injecting the 3D World into Large Language Models
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df4be7b4-82d8-4ac2-b318-404017761af8 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2cdbd9c-49f4-48d5-a587-6e94882fb329 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f249f0e-0a00-4c88-9218-bccbe433978f · outbound
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe783c36-cdfe-496a-a21e-83acd5640115 · outbound
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 594717ea-f8db-4908-a981-0729c222521c · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models 1179–1189.doi:10.1109/cvpr52729.2023.00120
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 926c2ca6-0ddc-4587-9236-c8c00d39887a · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20d47190-bfdb-4fc7-bfde-998929259097 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57c8ab5f-dcea-473a-8625-68b741ae06c0 · outbound
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 424633fd-4da7-40c3-9f99-690f4c07373e · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Lin, Rouge: A package for automatic evaluation of summaries, in: Text Summarization Branches Out: Proceedings of the ACL Workshop, 2004, pp
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 64229163-c6d7-4dbd-bb87-a9dd4aef600d · outbound
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d58ced2f-ba0b-4e01-8226-fd9d5b79ae1e · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f0a5fc6-1228-4de5-a93c-098a02c1d48e · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models SimCSE: Simple Contrastive Learning of Sentence Embeddings
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ba21bec-1bae-4d22-ba0d-18d6bfb4d1cb · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models IFCNet: A Benchmark Dataset for IFC Entity Classification
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 065ecf09-0161-4043-b785-eaf1ae89bb1f · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f18d5e45-8c2c-40a5-8f0b-9663b9cc5489 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fec040a2-4182-4633-8716-06aa25290d4f · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd808ffc-f37b-4a40-8274-3b8392142314 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35f3df2b-3767-4980-a7c3-f8ff1fc0ed8b · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Collins, BIMGEOM (2021).doi:10.7910/DVN/YK86XK
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 49ac23a6-8396-4942-9c80-97ea53925242 · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 589ce41a-219b-4ac0-bb7e-f6201433ce8f · outbound
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models PointCLIP: Point Cloud Understanding by CLIP
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.