RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation | Paper Citation Record

Observation 66c673e3-7849-474e-94de-fca8aa8d2b86 · outbound

This paper cites Referit3d: Neural listeners for fine-grained 3d object identification in real-world scenes.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Referit3d: Neural listeners for fine-grained 3d object identification in real-world scenes

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.231480Z

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Observation 86418cd4-de27-40e3-badd-8b3a9bff1457 · outbound

This paper cites Localizing moments in video with natural language.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Localizing moments in video with natural language

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.237165Z

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Observation 93102e63-0f06-4130-8ba7-e079449efc61 · outbound

This paper cites Scanqa: 3d question answering for spatial scene understanding.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Scanqa: 3d question answering for spatial scene understanding

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.242135Z

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Observation ef71f953-536f-4a36-ad73-df001c704b25 · outbound

This paper cites WeaQA: Weak Supervision via Captions for Visual Question Answering.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation WeaQA: Weak Supervision via Captions for Visual Question Answering

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:35:21.091139Z

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Observation 3a6efffc-3544-44a3-a3dc-f0e247487913 · outbound

This paper cites Scanrefer: 3d object localization in rgb-d scans using natural language.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Scanrefer: 3d object localization in rgb-d scans using natural language

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.252192Z

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Observation 65261456-3502-4684-a126-cbbf2bf7ae4f · outbound

This paper cites Language conditioned spatial relation reasoning for 3d object grounding.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Language conditioned spatial relation reasoning for 3d object grounding

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.257074Z

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Observation f2705799-0cea-40c3-87ac-b5c63327b8c6 · outbound

This paper cites Scannet: Richly-annotated 3d reconstructions of indoor scenes.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Scannet: Richly-annotated 3d reconstructions of indoor scenes

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.262126Z

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Observation c55aecd9-e080-4c3b-a533-938c503cb105 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.266674Z

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Observation 64fdb21e-e3e2-408e-828f-efe4e26819f7 · outbound

This paper cites Weak Supervision and Referring Attention for Temporal-Textual Association Learning.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Weak Supervision and Referring Attention for Temporal-Textual Association Learning

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:35:21.052476Z

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Observation 0b181c94-4aff-4b1e-9827-09d26aee646c · outbound

This paper cites Video-of-thought: Step-by-step video reasoning from perception to cognition.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Video-of-thought: Step-by-step video reasoning from perception to cognition

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.276661Z

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Observation ccacbda3-33ca-4d30-a573-22c608da1381 · outbound

This paper cites Vitron: A unified pixel-level vision llm for understanding, generating, segmenting, editing, 2024.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Vitron: A unified pixel-level vision llm for understanding, generating, segmenting, editing, 2024

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.281463Z

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Observation 5f36c49f-a69c-45f6-9919-79725e0eb90c · outbound

This paper cites Enhancing video-language representations with structural spatio-temporal alignment.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Enhancing video-language representations with structural spatio-temporal alignment

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.286155Z

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Observation 5d7c917a-d0e2-4e00-97b0-1688810e1c8f · outbound

This paper cites Free-form description guided 3d visual graph network for object grounding in point cloud.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Free-form description guided 3d visual graph network for object grounding in point cloud

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.290172Z

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Observation a072464d-e775-4f20-a086-1fc5fd323162 · outbound

This paper cites Scene-LLM: Extending Language Model for 3D Visual Understanding and Reasoning.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Scene-LLM: Extending Language Model for 3D Visual Understanding and Reasoning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.294196Z

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Observation dd6ba9dc-c8f1-4de6-b1f3-92eb9eb59cdd · outbound

This paper cites Structured multi- modal feature embedding and alignment for image-sentence retrieval.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Structured multi- modal feature embedding and alignment for image-sentence retrieval

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.298756Z

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Observation 5240e487-12a5-4aee-a80c-b9c08f1d5c58 · outbound

This paper cites 3shnet: Boosting image–sentence retrieval via visual semantic–spatial self-highlighting.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation 3shnet: Boosting image–sentence retrieval via visual semantic–spatial self-highlighting

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.302786Z

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Observation 8df2d7c9-d48d-4016-93a4-10e8a36c739f · outbound

This paper cites Vqa-lol: Visual question answering under the lens of logic.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Vqa-lol: Visual question answering under the lens of logic

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.948690Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 897f0df5-a29a-4306-a367-ee33934d29fc · outbound

This paper cites Person re-identification method based on color attack and joint defence.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Person re-identification method based on color attack and joint defence

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.932779Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4c7deca1-cbb8-4cee-8693-e6a5b4dfa186 · outbound

This paper cites 3d semantic segmentation with submanifold sparse convolutional networks.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation 3d semantic segmentation with submanifold sparse convolutional networks

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.319004Z

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Observation dfc35995-6698-40b7-b170-4d0f3c04438d · outbound

This paper cites Segpoint: Segment any point cloud via large language model.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Segpoint: Segment any point cloud via large language model

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.906666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d407bdaf-be1f-423e-a986-861936cedd2a · outbound

This paper cites 3d-llm: Injecting the 3d world into large language models.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation 3d-llm: Injecting the 3d world into large language models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.328792Z

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Observation 9ea74b37-bbbf-49b7-9edf-769a8dc1b8c2 · outbound

This paper cites Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.333277Z

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Observation 691a22b6-8e62-41fd-9020-fb9b3ad7ce03 · outbound

This paper cites Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.338471Z

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Observation e1e7b209-f73d-4c38-a180-d146645478ac · outbound

This paper cites Text-guided graph neural networks for referring 3d instance segmentation.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Text-guided graph neural networks for referring 3d instance segmentation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.343905Z

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Observation 86865ac9-c6c7-45cd-b682-100b786c5381 · outbound

This paper cites Referring image segmentation via joint mask contextual embedding learning and progressive alignment network.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Referring image segmentation via joint mask contextual embedding learning and progressive alignment network

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.348573Z

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Observation 7ff30ec0-7027-4525-b672-9fdc7dc4c104 · outbound

This paper cites Bottom up top down detection transformers for language grounding in images and point clouds.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Bottom up top down detection transformers for language grounding in images and point clouds

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.353513Z

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Observation 5e9ce923-4eec-41b9-b426-0ecfd825ae0e · outbound

This paper cites Comprehensive multi-modal interactions for referring image segmentation.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Comprehensive multi-modal interactions for referring image segmentation

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.857343Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5ecf5cb1-3442-460f-bd97-e2179ad1acd9 · outbound

This paper cites Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:35:20.984655Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5b6d9b74-b99c-47cf-8df3-40cb84a9646a · outbound

This paper cites Flexible visual grounding.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Flexible visual grounding

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.367678Z

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Observation 23b67e82-1e64-4f4f-8748-6df33ed8ba79 · outbound

This paper cites Stratified transformer for 3d point cloud segmentation.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Stratified transformer for 3d point cloud segmentation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.841054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f9134daf-ecde-4535-8558-0a223070e87b · outbound

This paper cites Mask-attention-free transformer for 3d instance segmentation.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Mask-attention-free transformer for 3d instance segmentation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.823421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a75278c8-ea1f-4ae7-ac20-58ca0c0423ab · outbound

This paper cites Large-scale point cloud semantic segmentation with superpoint graphs.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Large-scale point cloud semantic segmentation with superpoint graphs

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.806638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1e2f7944-cbe1-4dc6-a99f-c6202e6f3995 · outbound

This paper cites Weakly supervised referring image segmentation with intra-chunk and inter-chunk consistency.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Weakly supervised referring image segmentation with intra-chunk and inter-chunk consistency

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.790357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5200bb1a-b612-42a5-b091-564413e63cb1 · outbound

This paper cites Fully and weakly supervised referring expression segmentation with end-to-end learning.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Fully and weakly supervised referring expression segmentation with end-to-end learning

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.773055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation abc6104c-4c98-47d9-91da-7d4ebacc9137 · outbound

This paper cites Fine-grained semantically aligned vision-language pre-training.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Fine-grained semantically aligned vision-language pre-training

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.755948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2de1f385-75fe-4565-8529-1ea59c171791 · outbound

This paper cites Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.400784Z

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Observation c3a78231-fd75-4047-869c-a2614e1e8b47 · outbound

This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.405459Z

Source-reported events for the cited work

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Observation eff90e3a-9b6e-4419-815b-3f703f76ecce · outbound

This paper cites Toist: Task oriented instance segmentation transformer with noun-pronoun distillation.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Toist: Task oriented instance segmentation transformer with noun-pronoun distillation

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.717881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3a6f97ec-6e78-4aa3-9678-072252225644 · outbound

This paper cites Understanding embodied reference with touch-line transformer.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Understanding embodied reference with touch-line transformer

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.700486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 525d8460-5579-44a8-9e64-32b9638cd338 · outbound

This paper cites Transformer-empowered invariant grounding for video question answering.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Transformer-empowered invariant grounding for video question answering

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.682439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a61a852c-095a-44bd-91eb-17b7c7fdc2b3 · outbound

This paper cites Laso: Language-guided affordance segmentation on 3d object.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Laso: Language-guided affordance segmentation on 3d object

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.665764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e03c661d-88ee-49b9-8d26-1c9e0b5ba7ef · outbound

This paper cites Instance segmentation in 3d scenes using semantic superpoint tree networks.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Instance segmentation in 3d scenes using semantic superpoint tree networks

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.649250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 401b6487-1e10-4102-b747-2d0b70773dc8 · outbound

This paper cites A Unified Framework for 3D Point Cloud Visual Grounding.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation A Unified Framework for 3D Point Cloud Visual Grounding

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:35:20.962563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cc8be356-efdd-4477-8666-45810174251e · outbound

This paper cites Referring image segmentation using text supervision.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Referring image segmentation using text supervision

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.632219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ad626953-6202-426f-91e9-e41633bb18d0 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.442554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be229806-f0f1-4985-ada9-86e792f6e113 · outbound

This paper cites Scaneru: Interactive 3d visual grounding based on embodied reference understanding.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Scaneru: Interactive 3d visual grounding based on embodied reference understanding

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.615114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f8f36734-64ce-4e7e-b9f4-7cc6589206c5 · outbound

This paper cites 3d-sps: Single-stage 3d visual grounding via referred point progressive selection.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation 3d-sps: Single-stage 3d visual grounding via referred point progressive selection

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.451182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d77d5778-af78-4928-b193-6f69ca26310e · outbound

This paper cites The stanford corenlp natural language processing toolkit.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation The stanford corenlp natural language processing toolkit

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.586741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cfc0ccf2-800f-4554-ba21-1b64175489b5 · outbound

This paper cites V-net: Fully convolutional neural networks for volumetric medical image segmentation.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation V-net: Fully convolutional neural networks for volumetric medical image segmentation

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.459876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5586e9d9-e49f-45ac-aefa-cb2cf100d86e · outbound

This paper cites Weakly supervised video moment retrieval from text queries.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Weakly supervised video moment retrieval from text queries

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.559697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 62bd7a5c-4078-4e29-8bda-43fc4ea8c32e · outbound

This paper cites Bridging the Gap between 2D and 3D Visual Question Answering: A Fusion Approach for 3D VQA.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Bridging the Gap between 2D and 3D Visual Question Answering: A Fusion Approach for 3D VQA

Reference 51

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:35:20.926325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a818af2c-e3fb-4f91-91c5-c9471079b479 · outbound

This paper cites Deep hough voting for 3d object detection in point clouds.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Deep hough voting for 3d object detection in point clouds

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.542229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8387d02a-0b29-4b4a-88af-94d117592b61 · outbound

This paper cites Pointnet++: Deep hierarchical feature learning on point sets in a metric space.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Pointnet++: Deep hierarchical feature learning on point sets in a metric space

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.525560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0d4b4a55-8d99-4297-a8f9-931ded1ef39a · outbound

This paper cites X-refseg3d: Enhancing referring 3d instance segmentation via structured cross-modal graph neural networks.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation X-refseg3d: Enhancing referring 3d instance segmentation via structured cross-modal graph neural networks

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.507677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 338825f4-7d69-4a2c-aa16-491c5f84b807 · outbound

This paper cites Learning transferable visual models from natural language supervision.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Learning transferable visual models from natural language supervision

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.488477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e890971-ef3d-4bd0-bad6-5816dabfeefc · outbound

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

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation You only look once: Unified, real-time object detection

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.493295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf4a6b87-c014-4444-8323-8ef14e958b4f · outbound

This paper cites Mask3D: Mask Transformer for 3D Semantic Instance Segmentation.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Mask3D: Mask Transformer for 3D Semantic Instance Segmentation

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.498039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 444bc12b-700f-4626-8c0f-217496f9a719 · outbound

This paper cites Mpnet: Masked and permuted pre-training for language understanding.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Mpnet: Masked and permuted pre-training for language understanding

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.469640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5b8c2274-ed08-4afc-bd08-7f279f839f40 · outbound

This paper cites ReCLIP: A strong zero-shot baseline for referring expression comprehension.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation ReCLIP: A strong zero-shot baseline for referring expression comprehension

Reference 59

Resolution: verified exact; doi, observed 2026-08-11T23:35:20.731696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 24502735-7495-43bd-a1bc-ad5f5dce8b80 · outbound

This paper cites Superpoint transformer for 3d scene instance segmentation.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Superpoint transformer for 3d scene instance segmentation

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.453210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6da5567f-2150-4860-bd4c-c5646015dad6 · outbound

This paper cites Text augmented spatial aware zero-shot referring image segmentation.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Text augmented spatial aware zero-shot referring image segmentation

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.517871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 476a9e87-7043-404f-ac7e-9bb720dfc74d · outbound

This paper cites Interpretable Counting for Visual Question Answering.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Interpretable Counting for Visual Question Answering

Reference 62

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:35:20.887589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0740510a-5569-468f-935b-f2a0b1e7cb39 · outbound

This paper cites Attention is all you need.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Attention is all you need

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.527617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 613c5d7b-3253-4f5b-8695-fbcf3c40f772 · outbound

This paper cites Chat-3D: Data-efficiently Tuning Large Language Model for Universal Dialogue of 3D Scenes.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Chat-3D: Data-efficiently Tuning Large Language Model for Universal Dialogue of 3D Scenes

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.532072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7df6c1e-4204-4312-8ea8-84228356509b · outbound

This paper cites 3D-STMN: Dependency-Driven Superpoint-Text Matching Network for End-to-End 3D Referring Expression Segmentation.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation 3D-STMN: Dependency-Driven Superpoint-Text Matching Network for End-to-End 3D Referring Expression Segmentation

Reference 65

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:35:20.851094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ede7de22-f7a1-4904-9b6b-ac5363ee29b4 · outbound

This paper cites 3D-GRES: Generalized 3D Referring Expression Segmentation.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation 3D-GRES: Generalized 3D Referring Expression Segmentation

Reference 66

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:35:20.829312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c75f2d21-f628-43ba-a8a8-52e06e9695b2 · outbound

This paper cites Rethinking and improving relative position encoding for vision transformer.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Rethinking and improving relative position encoding for vision transformer

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.426059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5cc55593-1a95-40cc-ba82-8f53107d540f · outbound

This paper cites Towards Semantic Equivalence of Tokenization in Multimodal LLM.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Towards Semantic Equivalence of Tokenization in Multimodal LLM

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.551468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad106fa6-16d3-4087-9cb3-533c3fe885a2 · outbound

This paper cites Next-gpt: Any-to-any multimodal llm.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Next-gpt: Any-to-any multimodal llm

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.408387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9eff1af7-21a2-49c2-8c9e-546f7c1ce603 · outbound

This paper cites Eda: Explicit text-decoupling and dense alignment for 3d visual grounding.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Eda: Explicit text-decoupling and dense alignment for 3d visual grounding

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.393168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 059ce938-98dd-4ae4-95f1-973f9f4bfa34 · outbound

This paper cites A Unified Framework for 3D Scene Understanding.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation A Unified Framework for 3D Scene Understanding

Reference 71

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:35:20.790252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 438d85db-fb73-4b6b-9456-8d093fe80274 · outbound

This paper cites Sat: 2d semantics assisted training for 3d visual grounding.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Sat: 2d semantics assisted training for 3d visual grounding

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.378358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7e80e01f-b43f-476c-bce1-a5182a3aa5ab · outbound

This paper cites In- stancerefer: Cooperative holistic understanding for visual grounding on point clouds through instance multi-level contextual referring.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation In- stancerefer: Cooperative holistic understanding for visual grounding on point clouds through instance multi-level contextual referring

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.573330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d33a0356-a7ef-4a71-a945-043ce0987598 · outbound

This paper cites CK-transformer: Commonsense knowledge enhanced transformers for referring expression comprehension.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation CK-transformer: Commonsense knowledge enhanced transformers for referring expression comprehension

Reference 74

Resolution: verified exact; doi, observed 2026-08-11T23:35:20.703936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 86a2e0f9-8981-4c1e-b7df-990ee68c6a58 · outbound

This paper cites 3dvg-transformer: Relation modeling for visual grounding on point clouds.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation 3dvg-transformer: Relation modeling for visual grounding on point clouds

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.581722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fdcb3aa-f801-4fb5-91cf-7c23597f5216 · outbound

This paper cites Towards Learning a Generalist Model for Embodied Navigation.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Towards Learning a Generalist Model for Embodied Navigation

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-11T23:35:20.585860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d54b8337-8471-4c91-a165-0ab361378200 · outbound

This paper cites left”, “right.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation left”, “right

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.342961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4cc595ef-4e5c-4217-a288-46daf24a8e36 · outbound

This paper cites Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.326917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation de3711d3-b46c-4c83-b6bf-241876dd6d00 · outbound

This paper cites Limitations.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Limitations

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.311479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 59c0f4a0-4694-41b7-b8c4-15d84606ef57 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include theoretical results.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Guidelines: • The answer NA means that the paper does not include theoretical results

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.295825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d6c2dc30-f5d8-488c-ae09-38aad1bbf276 · outbound

This paper cites Detailed experimental settings are provided in Sec.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Detailed experimental settings are provided in Sec

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.279306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9c7ff5a0-ce16-4925-b393-4d7f88552dbf · outbound

This paper cites Guidelines: • The answer NA means that paper does not include experiments requiring code.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Guidelines: • The answer NA means that paper does not include experiments requiring code

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.263315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d7a9b8d7-2e54-414b-942f-c7960e97ee15 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Guidelines: • The answer NA means that the paper does not include experiments

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.247433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b486fab9-93d7-4c22-9610-d7ae331c1cc3 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Guidelines: • The answer NA means that the paper does not include experiments

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.231667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 93ee714e-964b-475e-9f53-dbaa90981f14 · outbound

This paper cites 4 and Appendix.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation 4 and Appendix

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.216461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ecc6d0c8-f297-42da-b618-b0ccba2d105e · outbound

This paper cites Guidelines: • The answer NA means that the authors have not reviewed the NeurIPS Code of Ethics.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Guidelines: • The answer NA means that the authors have not reviewed the NeurIPS Code of Ethics

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.200530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 91270bbf-d720-496c-b11d-6b9d2c9ed8fa · outbound

This paper cites Guidelines: • The answer NA means that there is no societal impact of the work performed.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Guidelines: • The answer NA means that there is no societal impact of the work performed

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.184463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5ffc036e-e8eb-412e-a69b-100558a344ae · outbound

This paper cites Guidelines: • The answer NA means that the paper poses no such risks.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Guidelines: • The answer NA means that the paper poses no such risks

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.167682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1e1d8fec-e327-4ffe-ad79-99b3cab1b7fa · outbound

This paper cites Guidelines: • The answer NA means that the paper does not use existing assets.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Guidelines: • The answer NA means that the paper does not use existing assets

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.152549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 782fdb6f-179a-49c2-9882-02215be6d888 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not release new assets.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Guidelines: • The answer NA means that the paper does not release new assets

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.138405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3245ba21-ac48-4dea-8810-0c24557492e3 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.122814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 51bc7f0f-8e6b-4b00-86cb-ec6946077897 · outbound

This paper cites Guidelines: 27 • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Guidelines: 27 • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:35:21.107264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers