Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM | Paper Citation Record

Observation 16aa3dc8-112a-4a2d-a7fa-25e2553c55ab · outbound

This paper cites Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.413375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6aadeb4d-7842-407c-950b-957abc2fe343 · outbound

This paper cites GPT-4 Technical Report.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM GPT-4 Technical Report

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-14T21:32:59.412498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0fee2bf1-61eb-4e95-93e1-847603cf5e41 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM LLaMA: Open and Efficient Foundation Language Models

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-14T21:32:59.474291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7a18ae23-810a-4cc8-9b7f-fd473b22b536 · outbound

This paper cites PaLM: Scaling Language Modeling with Pathways.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM PaLM: Scaling Language Modeling with Pathways

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-14T21:32:59.440255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 603e4b0d-d928-43ff-96ac-d27b9c253815 · outbound

This paper cites mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-14T21:32:59.463336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6ae8429c-9bda-42ff-aaee-d4356946c85d · outbound

This paper cites Otter: A Multi-Modal Model with In-Context Instruction Tuning.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Otter: A Multi-Modal Model with In-Context Instruction Tuning

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:43:48.053680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 11d5b250-1ed7-4655-9210-aecb585e6306 · outbound

This paper cites VideoChat: Chat-Centric Video Understanding.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM VideoChat: Chat-Centric Video Understanding

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-14T21:32:59.466784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 84620b2b-d6f2-4a23-99b7-08c196405e01 · outbound

This paper cites Visual Instruction Tuning.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Visual Instruction Tuning

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-14T21:32:59.437554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 56aa4678-3825-4853-b98c-4ce24168722d · outbound

This paper cites BuboGPT: Enabling Visual Grounding in Multi-Modal LLMs.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM BuboGPT: Enabling Visual Grounding in Multi-Modal LLMs

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T21:32:59.446971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1062295b-d3f2-4bc0-ab56-8a9b9227c363 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-05-14T21:32:59.360234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f517c01a-f9c3-44e2-be25-65b4ac68f3db · outbound

This paper cites Improved Baselines with Visual Instruction Tuning.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Improved Baselines with Visual Instruction Tuning

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-05-14T21:32:59.423703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 708a6f30-9b32-4808-ba10-c61796725e5d · outbound

This paper cites LISA: Reasoning Segmentation via Large Language Model.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM LISA: Reasoning Segmentation via Large Language Model

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:32:59.377974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e78b1977-d0e1-4623-80a2-a7a49a5740f0 · outbound

This paper cites Ferret: Refer and Ground Anything Anywhere at Any Granularity.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Ferret: Refer and Ground Anything Anywhere at Any Granularity

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-15T11:29:05.422888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6f3e2468-dfa2-49f4-ab46-e0270013755c · outbound

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

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Scanrefer: 3d object localization in rgb-d scans using natural language

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.388670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 58a9b2d0-0451-46aa-958f-05af1ee84c92 · outbound

This paper cites Multi3drefer: Grounding text description to multiple 3d objects.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Multi3drefer: Grounding text description to multiple 3d objects

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.384644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5dbac903-47f7-42b9-9393-5331806da6ed · outbound

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

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Referit3d: Neural listeners for fine-grained 3d object identification in real- world scenes

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.352199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b807cb88-8b5c-4fd8-92fd-b6ef966219a4 · outbound

This paper cites Scan2cap: Context- aware dense captioning in rgb-d scans.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Scan2cap: Context- aware dense captioning in rgb-d scans

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.430111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ec5de08d-4130-4acc-bbfb-c499d5a8cb20 · outbound

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

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Scanqa: 3d question answering for spatial scene understanding

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.325082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6692311b-c692-414b-9e12-bbd1b51aa19b · outbound

This paper cites SQA3D: Situated Question Answering in 3D Scenes.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM SQA3D: Situated Question Answering in 3D Scenes

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:32:59.431171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ff6de004-3de8-42cc-926a-e86596b02e19 · outbound

This paper cites LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:32:59.427774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d7218bc5-1ec5-48ce-8ea3-691b7b68ae46 · outbound

This paper cites An Embodied Generalist Agent in 3D World.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM An Embodied Generalist Agent in 3D World

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-17T14:22:18.773673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 109c2f19-c992-43a6-a4fc-f20609c1acac · outbound

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

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Chat-3D: Data-efficiently Tuning Large Language Model for Universal Dialogue of 3D Scenes

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:32:59.420455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f8549aaf-f536-48b2-85a0-2b1c00ebc3ec · outbound

This paper cites 3D-LLM: Injecting the 3D World into Large Language Models.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM 3D-LLM: Injecting the 3D World into Large Language Models

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:32:59.373925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ca0ba364-1786-4756-aea1-a7c1e37193e8 · outbound

This paper cites Chat-scene: Bridging 3d scene and large language models with object identifiers.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Chat-scene: Bridging 3d scene and large language models with object identifiers

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.425578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ca7453c6-b447-4d92-9b99-6c2e28ae05ae · outbound

This paper cites Mask3d: Mask transformer for 3d semantic instance segmentation.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Mask3d: Mask transformer for 3d semantic instance segmentation

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.373125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 20484126-c8cd-431b-b1e4-db100ee229a6 · outbound

This paper cites Uni3D: Exploring Unified 3D Representation at Scale.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Uni3D: Exploring Unified 3D Representation at Scale

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:32:59.406470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 67bc82bf-57ec-431f-ae29-86e6cfb0e795 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Chain-of-thought prompting elicits reasoning in large language models

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.393027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 86a452fc-3963-4cd9-b041-be127654e63b · outbound

This paper cites LLaVA-CoT: Let Vision Language Models Reason Step-by-Step.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM LLaVA-CoT: Let Vision Language Models Reason Step-by-Step

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-16T11:35:26.109012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 845b5c78-7297-445e-8109-9ba35228f073 · outbound

This paper cites Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:32:59.478593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5982d1e5-e30b-468e-9eca-f9a903a4799a · outbound

This paper cites Openai o1.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Openai o1

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.473606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8e4c536d-6e8f-448e-b4af-ee974f3581d2 · outbound

This paper cites Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.348045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c18351e8-3af1-4581-9f24-e252d6df0b67 · outbound

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

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Scannet: Richly-annotated 3d reconstructions of indoor scenes

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.289031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f4530d82-d8c6-42ca-bcd8-5db962f1e896 · outbound

This paper cites Thinking in space: How multimodal large language models see, remember, and recall spaces.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Thinking in space: How multimodal large language models see, remember, and recall spaces

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.343726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c22aba20-c486-4ef2-8ed5-1514b3794cfe · outbound

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

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Text-guided graph neural networks for referring 3d instance segmentation

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.448513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 644acb1b-7296-4740-a89a-e1362384f5b7 · outbound

This paper cites Multi-view transformer for 3d visual grounding.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Multi-view transformer for 3d visual grounding

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.434036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7b67c4af-04b1-4dbd-a7cb-395d1d25dafe · outbound

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

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Language conditioned spatial relation reasoning for 3d object grounding

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.421533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c1583646-69a3-439e-bed7-f2e5cef40f0e · outbound

This paper cites 3DRP-Net: 3D Relative Position-aware Network for 3D Visual Grounding.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM 3DRP-Net: 3D Relative Position-aware Network for 3D Visual Grounding

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:32:59.457187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d649e7b5-2d42-4444-a584-ca9082302440 · outbound

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

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM 3dvg-transformer: Relation modeling for visual grounding on point clouds

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.452520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6613a71e-cf1c-4dca-85fb-d45ccd811202 · outbound

This paper cites Distilling coarse-to-fine semantic matching knowledge for weakly super- vised 3d visual grounding.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Distilling coarse-to-fine semantic matching knowledge for weakly super- vised 3d visual grounding

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.481599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 182fbc81-06c2-4ee0-8c8c-dd153e32baff · outbound

This paper cites Four Ways to Improve Verbo-visual Fusion for Dense 3D Visual Grounding.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Four Ways to Improve Verbo-visual Fusion for Dense 3D Visual Grounding

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:32:59.400054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5fe9ebf6-8b2a-4974-8950-1f1f536636f7 · outbound

This paper cites X-trans2cap: Cross-modal knowledge transfer using transformer for 3d dense captioning.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM X-trans2cap: Cross-modal knowledge transfer using transformer for 3d dense captioning

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.329454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7776047d-b9b6-419f-b3f8-426a38769b15 · outbound

This paper cites More: Multi-order relation mining for dense captioning in 3d scenes.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM More: Multi-order relation mining for dense captioning in 3d scenes

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.456600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 239814d5-b26a-45c2-a53a-496472ff87ab · outbound

This paper cites End-to-end 3d dense captioning with vote2cap-detr.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM End-to-end 3d dense captioning with vote2cap-detr

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.401559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 35fb9b4b-74d8-416f-8b6a-aa077934eb19 · outbound

This paper cites V ote2cap-detr++: Decoupling localization and describing for end-to-end 3d dense captioning.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM V ote2cap-detr++: Decoupling localization and describing for end-to-end 3d dense captioning

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.364680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 389ba71c-af69-4f43-a89e-bf5b28d5862c · outbound

This paper cites Clip-guided vision-language pre-training for question answering in 3d scenes.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Clip-guided vision-language pre-training for question answering in 3d scenes

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.460679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3b1af93f-4963-41a6-a8c7-967be0e39941 · outbound

This paper cites 3djcg: A unified framework for joint dense captioning and visual grounding on 3d point clouds.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM 3djcg: A unified framework for joint dense captioning and visual grounding on 3d point clouds

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.320017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 44aad0be-7ca0-4686-a864-00d99a5befe1 · outbound

This paper cites D3net: A unified speaker-listener architecture for 3d dense captioning and visual grounding.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM D3net: A unified speaker-listener architecture for 3d dense captioning and visual grounding

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.360377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f70a4011-4e10-4031-946e-dfcc52af0f34 · outbound

This paper cites 3d-vista: Pre- trained transformer for 3d vision and text alignment.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM 3d-vista: Pre- trained transformer for 3d vision and text alignment

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.469417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f18c41f6-ea42-4ad2-a03f-2e6a1aaa39fd · outbound

This paper cites Context-aware alignment and mutual masking for 3d-language pre-training.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Context-aware alignment and mutual masking for 3d-language pre-training

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.405458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 27354c12-1c47-4ecf-87e5-bcbd9b6ad2e1 · outbound

This paper cites A survey on fine-grained multimodal large language models.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM A survey on fine-grained multimodal large language models

Reference 50

Resolution: verified exact; doi, observed 2026-05-14T21:32:58.940800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ba682909-3eb1-441a-8ff6-940dd1e335e9 · outbound

This paper cites ImageBind-LLM: Multi-modality Instruction Tuning.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM ImageBind-LLM: Multi-modality Instruction Tuning

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:32:59.382205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2a95df81-557a-4628-91a3-784c68deacc3 · outbound

This paper cites Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:32:59.409437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation fb7f232f-1d86-428d-a350-aee2585f70f7 · outbound

This paper cites PointLLM: Empowering Large Language Models to Understand Point Clouds.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM PointLLM: Empowering Large Language Models to Understand Point Clouds

Reference 53

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T21:32:59.393660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e5f1089f-3bcc-48ec-a7cd-0fb2861ab47e · outbound

This paper cites Grounded 3D-LLM with Referent Tokens.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Grounded 3D-LLM with Referent Tokens

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:32:59.390113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 56f6f3e7-a376-44f7-8870-4ee557420637 · outbound

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

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Scene-LLM: Extending Language Model for 3D Visual Understanding and Reasoning

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:32:59.454076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5d1b91f0-8416-40d0-a92f-658e7cb217bb · outbound

This paper cites Towards reliable multimodal intelligence via uncertainty-aware inference.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Towards reliable multimodal intelligence via uncertainty-aware inference

Reference 56

Resolution: verified exact; doi, observed 2026-05-14T21:32:58.937969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5b59aea3-f7a6-4afc-a370-7ffbe29cc824 · outbound

This paper cites Formation-guided multimodal representation learning for group action quality assessment.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Formation-guided multimodal representation learning for group action quality assessment

Reference 57

Resolution: verified exact; doi, observed 2026-05-14T21:32:58.934628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 677ceca4-5977-436a-a1b4-4f77eabf31dd · outbound

This paper cites Point-bert: Pre-training 3d point cloud transformers with masked point modeling.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Point-bert: Pre-training 3d point cloud transformers with masked point modeling

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.409289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation bff9e9b1-9ea3-4aed-a536-4f4be48a5d14 · outbound

This paper cites Masked autoen- coders for point cloud self-supervised learning.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Masked autoen- coders for point cloud self-supervised learning

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.356288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9763cc4d-e3d2-4c5b-a665-d9fc7edbcf29 · outbound

This paper cites Point-m2ae: multi-scale masked autoencoders for hierarchical point cloud pre-training.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Point-m2ae: multi-scale masked autoencoders for hierarchical point cloud pre-training

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.477561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0d8e6480-efec-4036-a62e-b3ccd57c8991 · outbound

This paper cites Ulip: Learning a unified representation of language, images, and point clouds for 3d understanding.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Ulip: Learning a unified representation of language, images, and point clouds for 3d understanding

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.438269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c9c1b719-29d0-4b9b-bbf8-7262063ba30e · outbound

This paper cites OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:32:59.369561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 31a4d617-3c6a-4192-8ec7-b5355f6e3aee · outbound

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

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Learning transferable visual models from natural language supervision

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.417738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9c1a45b5-07d4-4ece-9dc7-dddcea3e4cfc · outbound

This paper cites Grounding dino: Marrying dino with grounded pre-training for open-set object detection.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Grounding dino: Marrying dino with grounded pre-training for open-set object detection

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.397407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation fef9480e-27ea-4279-bd78-437b308e4736 · outbound

This paper cites Grounded language-image pre-training.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Grounded language-image pre-training

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.381011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0b1777ac-44ed-46da-87e6-15c09d6787e5 · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM DINOv2: Learning Robust Visual Features without Supervision

Reference 66

Resolution: verified exact; local_arxiv, observed 2026-05-14T21:32:59.416888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f6eebdc6-848c-4e0d-baa4-be7f4bfadea9 · outbound

This paper cites Cider: Consensus-based image description evaluation.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Cider: Consensus-based image description evaluation

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.369123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5b27c794-257f-498e-8a0d-9968aceba22d · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Bleu: a method for automatic evaluation of machine translation

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.339405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0b99d65a-7151-424f-b512-32f7ca26b936 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM OPT: Open Pre-trained Transformer Language Models

Reference 69

Resolution: verified exact; local_arxiv, observed 2026-05-14T21:32:59.470401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 601c0069-d347-4286-8446-25c651a7387e · outbound

This paper cites The Llama 3 Herd of Models.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM The Llama 3 Herd of Models

Reference 70

Resolution: verified exact; local_arxiv, observed 2026-05-14T21:32:59.364986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation cba2dd93-57a0-4401-bb22-4ab1420a4258 · outbound

This paper cites Rio: 3d object instance re-localization in changing indoor environments.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Rio: 3d object instance re-localization in changing indoor environments

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.442627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ebde41d2-be6f-4bec-9919-75cee9bb9b16 · outbound

This paper cites Nuscenes-qa: A multi-modal visual question answering benchmark for autonomous driving scenario.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Nuscenes-qa: A multi-modal visual question answering benchmark for autonomous driving scenario

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.333876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 50275376-df9f-4088-903e-8e9ed5ccf014 · outbound

This paper cites Lidar-llm: Exploring the potential of large language models for 3d lidar understanding.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Lidar-llm: Exploring the potential of large language models for 3d lidar understanding

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.464639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3579223c-cd8d-4521-be4a-69f92a597ae6 · outbound

This paper cites OccLLaMA: An Occupancy-Language-Action Generative World Model for Autonomous Driving.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM OccLLaMA: An Occupancy-Language-Action Generative World Model for Autonomous Driving

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:32:59.482555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation fb05a9f4-3725-4a25-9033-f69062f51098 · outbound

This paper cites Lscenellm: Enhancing large 3d scene understanding using adaptive visual preferences.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Lscenellm: Enhancing large 3d scene understanding using adaptive visual preferences

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.313425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a7b28b3f-c286-42bf-baa0-0a9d7ef22b0a · outbound

This paper cites Opendrivevla: Towards end-to-end au- tonomous driving with large vision language action model.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Opendrivevla: Towards end-to-end au- tonomous driving with large vision language action model

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:32:59.386757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8f745aad-cdc2-4d94-bca7-845173a14791 · outbound

This paper cites LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-05-15T08:41:05.025329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8c9b2c79-9979-482d-99bf-a2bbfe1ccac1 · outbound

This paper cites Tracking anything with decoupled video segmentation.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Tracking anything with decoupled video segmentation

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T23:38:18.377281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers