Zero-Shot 3D Visual Grounding from Vision-Language Models | Paper Citation Record

Observation 960747c0-afc7-4659-b22b-4e9984151d05 · outbound

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

Zero-Shot 3D Visual Grounding from Vision-Language Models Scanrefer: 3d object localization in rgb-d scans using natural language,

Reference 1

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Observation 8b9a2380-ea31-4728-a03e-027b0f870747 · outbound

This paper cites RayDF: Neural Ray-surface Distance Fields with Multi-view Consistency.

Zero-Shot 3D Visual Grounding from Vision-Language Models RayDF: Neural Ray-surface Distance Fields with Multi-view Consistency

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:12:21.282429Z

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Observation dbfea0d5-1991-4263-ac19-3d58190694cb · outbound

This paper cites Deep view synthesis via self-consistent gen- erative network,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Deep view synthesis via self-consistent gen- erative network,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:32.931597Z

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Observation e3b704f0-aab2-4e93-86ab-32d1e3515bac · outbound

This paper cites PhysFlow: Unleashing the Potential of Multi-modal Foundation Models and Video Diffusion for 4D Dynamic Physical Scene Simulation.

Zero-Shot 3D Visual Grounding from Vision-Language Models PhysFlow: Unleashing the Potential of Multi-modal Foundation Models and Video Diffusion for 4D Dynamic Physical Scene Simulation

Reference 4

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Observation 57a6e328-f12f-4ab9-af53-7caa8174205f · outbound

This paper cites SIR: Multi-view Inverse Rendering with Decomposable Shadow Under Indoor Intense Lighting.

Zero-Shot 3D Visual Grounding from Vision-Language Models SIR: Multi-view Inverse Rendering with Decomposable Shadow Under Indoor Intense Lighting

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:12:21.087050Z

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Observation 4f6dd310-9524-424d-8221-e830ebea8546 · outbound

This paper cites An Examination of the Compositionality of Large Generative Vision-Language Models.

Zero-Shot 3D Visual Grounding from Vision-Language Models An Examination of the Compositionality of Large Generative Vision-Language Models

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:12:20.851836Z

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Observation aa17f378-4420-4b33-b61d-de83946f313d · outbound

This paper cites Think global, act local: Dual-scale graph transformer for vision-and-language navigation,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Think global, act local: Dual-scale graph transformer for vision-and-language navigation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:32.731576Z

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Observation 330b875b-8571-4c73-ae2c-62fa7c4aaeb1 · outbound

This paper cites Assister: Assistive navigation via condi- tional instruction generation,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Assister: Assistive navigation via condi- tional instruction generation,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:32.568017Z

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Observation 9f53beb9-7803-4995-a8ac-6306a5f28797 · outbound

This paper cites From Cognition to Precognition: A Future-Aware Framework for Social Navigation.

Zero-Shot 3D Visual Grounding from Vision-Language Models From Cognition to Precognition: A Future-Aware Framework for Social Navigation

Reference 9

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Observation dd10ce10-0d22-4d89-9acd-dcdaeb9deac4 · outbound

This paper cites Clip2scene: Towards label-efficient 3d scene understanding by clip,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Clip2scene: Towards label-efficient 3d scene understanding by clip,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:32.413691Z

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Observation 31d13b7b-2b84-4766-85e6-5592b983dad8 · outbound

This paper cites Robo3d: Towards robust and reliable 3d perception against corruptions,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Robo3d: Towards robust and reliable 3d perception against corruptions,

Reference 11

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Observation c1d22c9f-0892-4398-8716-e2d9ccbc6a59 · outbound

This paper cites Rethinking range view representation for lidar segmentation,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Rethinking range view representation for lidar segmentation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:32.093229Z

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Observation 2bedc6dc-5cfb-46f0-91a9-202261a576b1 · outbound

This paper cites Xvo: Generalized visual odometry via cross- modal self-training,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Xvo: Generalized visual odometry via cross- modal self-training,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:31.912696Z

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Observation 03bfdf04-2234-4fe5-a716-86bba0b57d4b · outbound

This paper cites COARSE3D: Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud Segmentation.

Zero-Shot 3D Visual Grounding from Vision-Language Models COARSE3D: Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud Segmentation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:14.416591Z

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Observation fa261fc4-6dda-44f3-a79d-88fba013e8b5 · outbound

This paper cites Perception-aware multi-sensor fusion for 3d lidar semantic segmentation,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Perception-aware multi-sensor fusion for 3d lidar semantic segmentation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:31.722848Z

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Observation 6b23063d-3182-489e-ae81-83d3d6d434eb · outbound

This paper cites Epmf: Efficient perception-aware multi- sensor fusion for 3d semantic segmentation,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Epmf: Efficient perception-aware multi- sensor fusion for 3d semantic segmentation,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:31.545958Z

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Observation 1040d8e3-f317-4bd5-8225-322ce41fcea5 · outbound

This paper cites Tfnet: Exploiting temporal cues for fast and accurate lidar semantic segmentation,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Tfnet: Exploiting temporal cues for fast and accurate lidar semantic segmentation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:31.385278Z

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Observation dd2fa089-3b28-4518-a393-274e9128ad3c · outbound

This paper cites Robust 3D Semantic Occupancy Prediction with Calibration-free Spatial Transformation.

Zero-Shot 3D Visual Grounding from Vision-Language Models Robust 3D Semantic Occupancy Prediction with Calibration-free Spatial Transformation

Reference 18

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Observation 6adcb6dd-1a21-4311-bcf5-680846d8444c · outbound

This paper cites Dhp-mapping: A dense panoptic mapping sys- tem with hierarchical world representation and label opti- mization techniques,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Dhp-mapping: A dense panoptic mapping sys- tem with hierarchical world representation and label opti- mization techniques,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:31.170166Z

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Observation dd1c1904-35de-4441-b3eb-dd532efb8937 · outbound

This paper cites Multi-modal data-efficient 3d scene un- derstanding for autonomous drivin,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Multi-modal data-efficient 3d scene un- derstanding for autonomous drivin,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:30.987688Z

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Observation 77efeec2-affe-46a1-8e6c-5590ca719030 · outbound

This paper cites Dynamiccity: Large-scale 4d occu- pancy generation from dynamic scenes,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Dynamiccity: Large-scale 4d occu- pancy generation from dynamic scenes,

Reference 21

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Observation 21947037-35b4-4109-83a4-c704eadff963 · outbound

This paper cites Calib3d: Calibrating model preferences for reliable 3d scene understanding,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Calib3d: Calibrating model preferences for reliable 3d scene understanding,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:30.705023Z

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Observation 5c6df824-f55a-43df-b72b-d33033b5e4f1 · outbound

This paper cites Bottom up top down detection transform- ers for language grounding in images and point clouds,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Bottom up top down detection transform- ers for language grounding in images and point clouds,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:30.534444Z

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Observation bc2adfb0-b5bc-4cec-8761-c20b7c790c46 · outbound

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

Zero-Shot 3D Visual Grounding from Vision-Language Models 3d-vista: Pre-trained transformer for 3d vision and text alignment,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:30.315718Z

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Observation 7c0380bf-1754-4b5b-91dd-f9bc7301825e · outbound

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

Zero-Shot 3D Visual Grounding from Vision-Language Models Eda: Explicit text-decoupling and dense align- ment for 3d visual grounding,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:30.141405Z

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Observation d50e43f0-cf9a-41c7-b7b3-64936739d156 · outbound

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

Zero-Shot 3D Visual Grounding from Vision-Language Models 3dvg-transformer: Relation modeling for vi- sual grounding on point clouds,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:30.002253Z

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Observation bd712acb-4ec8-4fd0-bc3f-3c2a28ce6d8f · outbound

This paper cites Instancerefer: Cooperative holistic under- standing for visual grounding on point clouds through in- stance multi-level contextual referring,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Instancerefer: Cooperative holistic under- standing for visual grounding on point clouds through in- stance multi-level contextual referring,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:29.817183Z

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Observation f3b330c4-f015-42f9-86e6-d02a4f2ff0f9 · outbound

This paper cites Multi-branch collaborative learning network for 3d visual grounding,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Multi-branch collaborative learning network for 3d visual grounding,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:29.648448Z

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Observation 5f07f699-f8bc-441a-8085-dcc8ec68e53d · outbound

This paper cites Semantickitti: A dataset for semantic scene understanding of lidar sequences,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Semantickitti: A dataset for semantic scene understanding of lidar sequences,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:29.457192Z

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Observation 2f3a2f58-fa72-4e45-9ff5-3861b4926bab · outbound

This paper cites Scalability in perception for autonomous driv- ing: Waymo open dataset,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Scalability in perception for autonomous driv- ing: Waymo open dataset,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:29.255587Z

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Observation 7354791c-6c9e-4f60-956a-af68e73e773c · outbound

This paper cites Panoptic nuscenes: A large-scale bench- mark for lidar panoptic segmentation and tracking,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Panoptic nuscenes: A large-scale bench- mark for lidar panoptic segmentation and tracking,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:29.002623Z

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Observation 11375c3b-8862-4593-bad2-7761dfc1ac0e · outbound

This paper cites Visual programming for zero-shot open- vocabulary 3d visual grounding,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Visual programming for zero-shot open- vocabulary 3d visual grounding,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:28.773037Z

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Observation a012d746-72fe-44e3-bdeb-0d1aee487572 · outbound

This paper cites Llm-grounder: Open-vocabulary 3d visual grounding with large language model as an agent,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Llm-grounder: Open-vocabulary 3d visual grounding with large language model as an agent,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:28.545584Z

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Observation c155db64-fdc3-4454-8b88-6e86c1baba4a · outbound

This paper cites Training language models to fol- low instructions with human feedback,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Training language models to fol- low instructions with human feedback,

Reference 34

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Observation 1e1b7fb4-f508-42b6-8fab-a9bf6ea0c806 · outbound

This paper cites GPT-4 Technical Report.

Zero-Shot 3D Visual Grounding from Vision-Language Models GPT-4 Technical Report

Reference 35

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Observation 3579b74e-7593-4f22-8ebb-e28f7c17fb6a · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Zero-Shot 3D Visual Grounding from Vision-Language Models Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:16.033226Z

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Observation 5426ae40-e7e6-4ba6-bb60-6b115f0d2f4a · outbound

This paper cites CogVLM2: Visual Language Models for Image and Video Understanding.

Zero-Shot 3D Visual Grounding from Vision-Language Models CogVLM2: Visual Language Models for Image and Video Understanding

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:16.099070Z

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Observation 63c38e4a-105a-4267-8616-ce139f488a22 · outbound

This paper cites Sceneverse: Scaling 3d vision-language learn- ing for grounded scene understanding,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Sceneverse: Scaling 3d vision-language learn- ing for grounded scene understanding,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:28.062525Z

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Observation 37219787-af06-4101-8af5-57e158d3730c · outbound

This paper cites SeeGround: See and Ground for Zero-Shot Open-Vocabulary 3D Visual Grounding.

Zero-Shot 3D Visual Grounding from Vision-Language Models SeeGround: See and Ground for Zero-Shot Open-Vocabulary 3D Visual Grounding

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:16.243728Z

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Observation dd2be870-d9b6-4bae-b676-1b4ff513377a · outbound

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

Zero-Shot 3D Visual Grounding from Vision-Language Models Referit3d: Neural listeners for fine- grained 3d object identification in real-world scenes,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:27.868411Z

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Observation 1c3d62e2-a284-4093-9485-c07bfd12986b · outbound

This paper cites Viewrefer: Grasp the multi-view knowledge for 3d visual grounding,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Viewrefer: Grasp the multi-view knowledge for 3d visual grounding,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:27.642877Z

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Observation a70094c3-e7ce-4b6c-8fc8-cb4d1670b286 · outbound

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

Zero-Shot 3D Visual Grounding from Vision-Language Models Multi-view transformer for 3d visual grounding,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:27.299693Z

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Observation 9229b3cc-9dcb-4273-9701-4f45767296f1 · outbound

This paper cites Look around and refer: 2d synthetic se- mantics knowledge distillation for 3d visual grounding,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Look around and refer: 2d synthetic se- mantics knowledge distillation for 3d visual grounding,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:27.103416Z

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Observation d6ce677b-b1b6-4488-b020-89df092fe040 · outbound

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

Zero-Shot 3D Visual Grounding from Vision-Language Models Sat: 2d semantics assisted training for 3d visual grounding,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:26.794171Z

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Observation 1ca3c590-6dea-4a27-874d-747b1befea47 · outbound

This paper cites Four ways to improve verbo-visual fusion for dense 3d visual grounding,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Four ways to improve verbo-visual fusion for dense 3d visual grounding,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:26.612752Z

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Observation 8b9e7394-52c4-4635-90bc-357d17e6ace1 · outbound

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

Zero-Shot 3D Visual Grounding from Vision-Language Models Distilling coarse-to-fine semantic matching knowledge for weakly supervised 3d visual grounding,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:26.393051Z

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Observation 8ad91c79-521c-4f81-8bfc-9e2577bc4909 · outbound

This paper cites Unifying 3d vision-language understanding via promptable queries,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Unifying 3d vision-language understanding via promptable queries,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:26.169590Z

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Observation f858176d-4543-448f-94e2-5417467643c2 · outbound

This paper cites OVGaussian: Generalizable 3D Gaussian Segmentation with Open Vocabularies.

Zero-Shot 3D Visual Grounding from Vision-Language Models OVGaussian: Generalizable 3D Gaussian Segmentation with Open Vocabularies

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:16.828825Z

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Observation b52141f5-02d0-4ff5-8e29-8998abfa1c46 · outbound

This paper cites Multi-space alignments towards universal lidar segmentation,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Multi-space alignments towards universal lidar segmentation,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:25.960756Z

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Observation 02ec2c3f-ff86-42ff-8ffb-34b28baecacf · outbound

This paper cites Towards label-free scene understanding by vision foundation models,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Towards label-free scene understanding by vision foundation models,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:25.756569Z

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Observation 72357686-fe9d-482c-a614-4c8e5f09b4b6 · outbound

This paper cites LiMoE: Mixture of LiDAR Representation Learners from Automotive Scenes.

Zero-Shot 3D Visual Grounding from Vision-Language Models LiMoE: Mixture of LiDAR Representation Learners from Automotive Scenes

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:17.070727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 197f289d-d06e-4527-8ea0-b7333f8cc82a · outbound

This paper cites GEAL: Generalizable 3D Affordance Learning with Cross-Modal Consistency.

Zero-Shot 3D Visual Grounding from Vision-Language Models GEAL: Generalizable 3D Affordance Learning with Cross-Modal Consistency

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:17.150193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 030e2204-a25d-4b24-a0b4-3397826df452 · outbound

This paper cites Openscene: 3d scene understanding with open vocabularies,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Openscene: 3d scene understanding with open vocabularies,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:25.487986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 423967c6-2e0e-4c80-bcf4-565da2f9c4d3 · outbound

This paper cites Lerf: Language embedded radiance fields,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Lerf: Language embedded radiance fields,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:25.225323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 94103a13-4e1b-43a6-bbc2-ed6e9e18a290 · outbound

This paper cites Ovir-3d: Open-vocabulary 3d instance retrieval without training on 3d data,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Ovir-3d: Open-vocabulary 3d instance retrieval without training on 3d data,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:25.019581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1f8f6e63-38ef-47e1-98da-a0ea5409aeeb · outbound

This paper cites Agent3D-Zero: An Agent for Zero-shot 3D Understanding.

Zero-Shot 3D Visual Grounding from Vision-Language Models Agent3D-Zero: An Agent for Zero-shot 3D Understanding

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:17.411309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d2c5493-8c26-42f6-90f4-97d8c35ede01 · outbound

This paper cites Regionplc: Regional point-language con- trastive learning for open-world 3d scene understanding,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Regionplc: Regional point-language con- trastive learning for open-world 3d scene understanding,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:24.776061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 739b960d-0787-420d-8179-33da110aa4cf · outbound

This paper cites OpenMask3D: Open-Vocabulary 3D Instance Segmentation.

Zero-Shot 3D Visual Grounding from Vision-Language Models OpenMask3D: Open-Vocabulary 3D Instance Segmentation

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:17.523576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fff50e1-dbfb-428b-bd79-ed7ded1e7bfd · outbound

This paper cites Openins3d: Snap and lookup for 3d open- vocabulary instance segmentation,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Openins3d: Snap and lookup for 3d open- vocabulary instance segmentation,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:24.563327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6b063554-7f08-45ac-8735-ec16104d3204 · outbound

This paper cites Sai3d: Segment any instance in 3d scenes,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Sai3d: Segment any instance in 3d scenes,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:24.321836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b8e8a98d-4d75-4d7e-859e-cbf1efa418be · outbound

This paper cites Lasermix for semi-supervised lidar semantic segmentation,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Lasermix for semi-supervised lidar semantic segmentation,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:24.131536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 88a4132e-37ac-4dc3-aec5-a64dc8004e8f · outbound

This paper cites Segment any point cloud sequences by distilling vision foundation models,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Segment any point cloud sequences by distilling vision foundation models,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:23.906258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c44806ef-9311-4844-9525-3cd2395c8625 · outbound

This paper cites 4d contrastive superflows are dense 3d repre- sentation learners,.

Zero-Shot 3D Visual Grounding from Vision-Language Models 4d contrastive superflows are dense 3d repre- sentation learners,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:23.683419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1c3f78e0-9855-4610-a55d-3cdbde6b628c · outbound

This paper cites Frnet: Frustum-range networks for scalable lidar segmentation,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Frnet: Frustum-range networks for scalable lidar segmentation,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:23.484256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c4b43a23-36bf-481c-ae1a-d60fab1e0d84 · outbound

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

Zero-Shot 3D Visual Grounding from Vision-Language Models Scene-LLM: Extending Language Model for 3D Visual Understanding and Reasoning

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:18.091406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b469ac04-b778-4bfe-b0ae-85bc252010b2 · outbound

This paper cites Uni3DL: Unified Model for 3D and Language Understanding.

Zero-Shot 3D Visual Grounding from Vision-Language Models Uni3DL: Unified Model for 3D and Language Understanding

Reference 66

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:12:20.164538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6171bf57-8155-4ef5-bc3d-97e28edb525c · outbound

This paper cites Conceptfusion: Open-set multi- modal 3d mapping,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Conceptfusion: Open-set multi- modal 3d mapping,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:23.283686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b1e0260d-814e-4607-846a-a2b4f28ac11a · outbound

This paper cites GLOVER: Generalizable Open-Vocabulary Affordance Reasoning for Task-Oriented Grasping.

Zero-Shot 3D Visual Grounding from Vision-Language Models GLOVER: Generalizable Open-Vocabulary Affordance Reasoning for Task-Oriented Grasping

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:18.478933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11fb35db-9415-452a-8a43-1742b926fdb6 · outbound

This paper cites Interactive planning using large language models for partially observable robotic tasks,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Interactive planning using large language models for partially observable robotic tasks,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:23.161734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fce09665-8e57-4ecf-ac78-7d026fcc53c8 · outbound

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

Zero-Shot 3D Visual Grounding from Vision-Language Models 3d-llm: Injecting the 3d world into large language models,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:22.964761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5fcd2776-fd95-49b2-b879-6e63ed38e8fd · outbound

This paper cites Is your lidar placement optimized for 3d scene understanding?,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Is your lidar placement optimized for 3d scene understanding?,

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:22.736693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7343377b-7b76-4d17-b048-d0c15d351101 · outbound

This paper cites G3-lq: Marrying hyperbolic alignment with explicit semantic-geometric modeling for 3d visual ground- ing,.

Zero-Shot 3D Visual Grounding from Vision-Language Models G3-lq: Marrying hyperbolic alignment with explicit semantic-geometric modeling for 3d visual ground- ing,

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:22.557138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3f863d07-94ef-4de9-ad28-d001bf53d84e · outbound

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

Zero-Shot 3D Visual Grounding from Vision-Language Models Learning transferable visual models from natural language supervision,

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:22.328649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation edcfabd1-07f9-4cd5-b156-2823a5aa0bc2 · outbound

This paper cites VLM-Grounder: A VLM Agent for Zero-Shot 3D Visual Grounding.

Zero-Shot 3D Visual Grounding from Vision-Language Models VLM-Grounder: A VLM Agent for Zero-Shot 3D Visual Grounding

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:19.231195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bb7d6ca-a924-4237-8f5e-d5f833206cbb · outbound

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

Zero-Shot 3D Visual Grounding from Vision-Language Models Text-guided graph neural networks for referring 3d instance segmentation,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:22.080070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4761a55c-7a2e-4aa9-9ef1-8cf0368ce164 · outbound

This paper cites Mikasa: Multi-key-anchor & scene- aware transformer for 3d visual grounding,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Mikasa: Multi-key-anchor & scene- aware transformer for 3d visual grounding,

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:21.837968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0de609bf-af3c-4a3d-b24c-fc6057d60b72 · outbound

This paper cites Language conditioned spatial relation rea- soning for 3d object grounding,.

Zero-Shot 3D Visual Grounding from Vision-Language Models Language conditioned spatial relation rea- soning for 3d object grounding,

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:21.636127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b9c59bea-69c3-4075-8a2c-08946499f3a6 · outbound

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

Zero-Shot 3D Visual Grounding from Vision-Language Models Mask3d: Mask transformer for 3d semantic instance segmentation,

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:12:21.510030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Reference resolution

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