Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-17T20:22:46.220021Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 100 of 168 outbound references and 100 inbound Pith citation observations for arXiv:2511.16719.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-17T20:22:46.220021Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T21:06:03.793460Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
100 of 168 outbound references displayed
External citation measurements
7
pith, observed 2026-08-05T02:28:24.338817Z
Observation f7eaaba7-80d5-40fa-a4e9-01409a57e85c · outbound
SAM 3: Segment Anything with Concepts write newline
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0fd3a05d-19e2-40f6-bfaf-7bf887d25995 · outbound
SAM 3: Segment Anything with Concepts Greenhouse gas equivalencies calculator
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bc05edb3-0754-4fca-be81-836b309940bf · outbound
SAM 3: Segment Anything with Concepts Multi-label cluster discrimination for visual representation learning
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f7709340-2aa5-486c-9c89-e19951adb736 · outbound
SAM 3: Segment Anything with Concepts Burst: A benchmark for unifying object recognition, segmentation and tracking in video
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4c8b77f4-a836-4cd7-b6d2-c92cf9ded9a3 · outbound
SAM 3: Segment Anything with Concepts Gmot-40: A benchmark for generic multiple object tracking
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2a4cb442-38fc-4d48-ae34-39900a057a93 · outbound
SAM 3: Segment Anything with Concepts DeepSea MOT: A benchmark dataset for multi-object tracking on deep-sea video
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation dd2d058e-26a5-4deb-ac77-25956a0821df · outbound
SAM 3: Segment Anything with Concepts Tracking without bells and whistles
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a5229b02-6507-4bc9-92e9-a3734517d11d · outbound
SAM 3: Segment Anything with Concepts Simple online and realtime tracking
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 024d1d5e-f874-45fa-8e01-a2f7a1bf7662 · outbound
SAM 3: Segment Anything with Concepts PaliGemma: A versatile 3B VLM for transfer
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 84dfcf42-aef0-41a5-8fe4-7c0887d10576 · outbound
SAM 3: Segment Anything with Concepts YOLOv4: Optimal Speed and Accuracy of Object Detection
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 050aa7e8-efa4-4c69-9730-0ee1b4ba80d8 · outbound
SAM 3: Segment Anything with Concepts Window attention is bugged: How not to interpolate position embeddings
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 865c7c00-f5dc-43fd-ad58-056324471fea · outbound
SAM 3: Segment Anything with Concepts Perception Encoder: The best visual embeddings are not at the output of the network
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3984b8c9-bfd6-4b9b-aba5-751c86b575a0 · outbound
SAM 3: Segment Anything with Concepts Align-detr: Enhancing end-to-end object detection with aligned loss
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 93e86de1-a942-4a4d-a285-10faee621bd0 · outbound
SAM 3: Segment Anything with Concepts Observation-centric sort: Rethinking sort for robust multi-object tracking
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1f7bd674-e994-43e3-afb6-59ed2f422ba4 · outbound
SAM 3: Segment Anything with Concepts End-to-end object detection with transformers
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 896aa9b6-6c1d-4d56-a6e2-844dd3e2287c · outbound
SAM 3: Segment Anything with Concepts LW-DETR: A Transformer Replacement to YOLO for Real-Time Detection
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1ce86dc3-e963-4488-8dd7-817603627b44 · outbound
SAM 3: Segment Anything with Concepts Sam4mllm: Enhance multi-modal large language model for referring expression segmentation
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5b6836b1-e40e-45b9-8df0-66b4806832a0 · outbound
SAM 3: Segment Anything with Concepts Re-aligning language to visual objects with an agentic workflow
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ee75b244-db1b-4a98-b3eb-9e737e84aac9 · outbound
SAM 3: Segment Anything with Concepts Schwing, and Alexander Kirillov
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9b872af4-c4ba-4404-9fd9-9132e9fe6cae · outbound
SAM 3: Segment Anything with Concepts PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9f83b8a9-4cfb-4b17-8a0c-76d1acb456cc · outbound
SAM 3: Segment Anything with Concepts ELECTRA : Pre-training text encoders as discriminators rather than generators
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation af39eeb1-05bd-4021-a9ba-e91c9578a9d6 · outbound
SAM 3: Segment Anything with Concepts Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 362b6e69-149a-4c61-a79e-b87270247b25 · outbound
SAM 3: Segment Anything with Concepts The cityscapes dataset for semantic urban scene understanding
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1c0563c3-0eef-463a-bbab-44b536af04da · outbound
SAM 3: Segment Anything with Concepts Evaluating Large-Vocabulary Object Detectors: The Devil is in the Details
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 627f38f0-73bb-4bd9-aa7a-a851a3934ff2 · outbound
SAM 3: Segment Anything with Concepts Molmo and pixmo: Open weights and open data for state-of-the-art vision-language models
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f7264151-16c5-4eac-bce8-4a8c3b6eab47 · outbound
SAM 3: Segment Anything with Concepts MOSEv2: A more challenging dataset for video object segmentation in complex scenes
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 583d7e1f-081e-4836-8b46-80cfef7a4eb4 · outbound
SAM 3: Segment Anything with Concepts A large-scale synthetic pathological dataset for deep learning-enabled segmentation of breast cancer
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 554a66a4-47b5-4ab3-972c-077b837a3b5e · outbound
SAM 3: Segment Anything with Concepts SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 35a756b1-9635-468d-9d7b-f68ac69fd194 · outbound
SAM 3: Segment Anything with Concepts Open-Vocabulary Universal Image Segmentation with MaskCLIP
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6b3b6b65-7403-46f3-bc16-68e45c254392 · outbound
SAM 3: Segment Anything with Concepts Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0520de45-545c-4b27-8c35-5c99a2ccbba0 · outbound
SAM 3: Segment Anything with Concepts The llama 3 herd of models
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ed25477c-7854-4e8c-9377-8f6fe279cdd2 · outbound
SAM 3: Segment Anything with Concepts Livecell—a large-scale dataset for label-free live cell segmentation
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5a7738df-9ac7-4812-91ad-c42bc6cc4caf · outbound
SAM 3: Segment Anything with Concepts Detect to track and track to detect
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 587a2805-146d-42db-a560-871b140a842b · outbound
SAM 3: Segment Anything with Concepts Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f3ab3d75-285a-4ec9-806c-df92ec7ad3ec · outbound
SAM 3: Segment Anything with Concepts Llmdet: Learning strong open-vocabulary object detectors under the supervision of large language models
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4688bd17-a57f-4e42-a9d6-d3342f4343cb · outbound
SAM 3: Segment Anything with Concepts Pannuke: an open pan-cancer histology dataset for nuclei instance segmentation and classification
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7f2a7a4e-512f-4469-ba0d-a9bb15fb0cf4 · outbound
SAM 3: Segment Anything with Concepts PanNuke Dataset Extension, Insights and Baselines
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e01f6412-018d-4dda-8069-0b69a99a2a77 · outbound
SAM 3: Segment Anything with Concepts Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 48f4fb16-2244-44e7-9240-93aa5bf2ddb4 · outbound
SAM 3: Segment Anything with Concepts Open-vocabulary Object Detection via Vision and Language Knowledge Distillation
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 98d8d0b7-3353-4487-8414-b87483717b75 · outbound
SAM 3: Segment Anything with Concepts Lvis: A dataset for large vocabulary instance segmentation
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b3086335-c28b-4a49-ab4c-806d3097b412 · outbound
SAM 3: Segment Anything with Concepts Masked autoencoders are scalable vision learners
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7e5377c8-8e90-4d66-99c8-52d0b7d89111 · outbound
SAM 3: Segment Anything with Concepts Rotary Position Embedding for Vision Transformer
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d3d4a90f-82dc-4e05-b183-0fa5a395fbdc · outbound
SAM 3: Segment Anything with Concepts LVOS: A Benchmark for Large-scale Long-term Video Object Segmentation
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6eb8893b-5295-49d8-b31d-0131b2258318 · outbound
SAM 3: Segment Anything with Concepts author Montani, I
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f8f33147-a929-4cd6-bba5-99402320d17f · outbound
SAM 3: Segment Anything with Concepts The iNaturalist Species Classification and Detection Dataset
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 873da0d1-28ce-4939-88b1-d602b1d22d33 · outbound
SAM 3: Segment Anything with Concepts DAC-DETR : Divide the attention layers and conquer
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 788ce252-4f03-460e-b466-5e2311b1a7d3 · outbound
SAM 3: Segment Anything with Concepts Densely connected parameter-efficient tuning for referring image segmentation
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 83f811d4-57be-402f-ae80-99729362d600 · outbound
SAM 3: Segment Anything with Concepts DETRs with Hybrid Matching
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9e67fa51-2b6c-4f95-8a2b-531112388380 · outbound
SAM 3: Segment Anything with Concepts Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e218e163-f96b-4d89-a6c9-78a09ef003bd · outbound
SAM 3: Segment Anything with Concepts Sam2mot: A novel paradigm of multi-object tracking by segmentation
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3152d228-2a7f-4164-8087-beb56eeb75bf · outbound
SAM 3: Segment Anything with Concepts T-rex2: Towards generic object detection via text-visual prompt synergy
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a8cac499-bd4c-413d-91a6-a35043d95ce1 · outbound
SAM 3: Segment Anything with Concepts Trackeval
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 09ea6adb-25e3-4a50-aad8-cd84ca1c8415 · outbound
SAM 3: Segment Anything with Concepts Mdetr-modulated detection for end-to-end multi-modal understanding
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4de276d2-9682-45f1-9322-b2fd161654e0 · outbound
SAM 3: Segment Anything with Concepts Your large vision-language model only needs a few attention heads for visual grounding
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ce1242b9-1664-4dd6-96f0-66606f860f1e · outbound
SAM 3: Segment Anything with Concepts FathomNet: A global image database for enabling artificial intelligence in the ocean
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation afe9653d-60bb-4f74-85e7-f6c8c3823c7c · outbound
SAM 3: Segment Anything with Concepts Referitgame: Referring to objects in photographs of natural scenes
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d2aced7b-0cc2-4614-a2da-b97f731320e4 · outbound
SAM 3: Segment Anything with Concepts Video mask transfiner for high-quality video instance segmentation
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 25413d31-9899-4168-8023-3c5d5f5d607f · outbound
SAM 3: Segment Anything with Concepts Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 099940c9-e8a8-43ea-b9ca-db73581b73a9 · outbound
SAM 3: Segment Anything with Concepts Sapiens: Foundation for Human Vision Models
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7842e0dd-ce7f-42c8-b965-14f56feb827e · outbound
SAM 3: Segment Anything with Concepts Segment anything
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cd4630c6-c9e6-47db-95c6-8108338b864c · outbound
SAM 3: Segment Anything with Concepts Visual genome: Connecting language and vision using crowdsourced dense image annotations
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation dd70c8d3-d410-47c9-9600-3f5d16fdfb0c · outbound
SAM 3: Segment Anything with Concepts The open images dataset v4: Unified image classification, object detection, and visual relationship detection at scale
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bec7a059-59f9-46ec-9ffd-f790b2dad35d · outbound
SAM 3: Segment Anything with Concepts Quantifying the Carbon Emissions of Machine Learning
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fd775d3b-89cc-48b0-afa8-04208920e2cd · outbound
SAM 3: Segment Anything with Concepts Lisa: Reasoning segmentation via large language model
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a196dd1d-ca4a-410a-847e-bb692f7d71ce · outbound
SAM 3: Segment Anything with Concepts EDEN: Multimodal Synthetic Dataset of Enclosed garDEN Scenes
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 88a82047-d6d1-4d2d-89d2-a54958474c81 · outbound
SAM 3: Segment Anything with Concepts Elevater: A benchmark and toolkit for evaluating language-augmented visual models
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1b54f151-db12-45d8-8211-1d4fd855b7fa · outbound
SAM 3: Segment Anything with Concepts Visual in-context prompting
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ad5b1c4f-3d5a-458f-9e1b-771cd5d2e131 · outbound
SAM 3: Segment Anything with Concepts LGD: Leveraging Generative Descriptions for Zero-Shot Referring Image Segmentation
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 43f652ba-fd9c-42eb-b0b1-6c1f6b2836fb · outbound
SAM 3: Segment Anything with Concepts BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation be2e9b4c-5ab2-4862-83c4-5982e0401363 · outbound
SAM 3: Segment Anything with Concepts Desco: Learning object recognition with rich language descriptions
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c4aa71e5-931f-4dce-8cc4-07aa9d1e97c4 · outbound
SAM 3: Segment Anything with Concepts Grounded language-image pre-training
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fb425089-a84b-43ad-93e7-26770477cf52 · outbound
SAM 3: Segment Anything with Concepts Tracking every thing in the wild
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0145bc80-2102-4375-b791-279d6e4253de · outbound
SAM 3: Segment Anything with Concepts Exploring plain vision transformer backbones for object detection
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 54b4156a-7465-4598-bb8c-91ea648ed839 · outbound
SAM 3: Segment Anything with Concepts Open-vocabulary semantic segmentation with mask-adapted clip
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fd2cbe59-9dbc-4e9b-aa1b-ad523c3a66b4 · outbound
SAM 3: Segment Anything with Concepts WCS camera traps
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 45f56976-187f-4dcf-8e61-18c0d1d2bafe · outbound
SAM 3: Segment Anything with Concepts Microsoft coco: Common objects in context
Reference 76
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 106a1d16-3f00-4810-a4a6-a2d6ff0c8cc9 · outbound
SAM 3: Segment Anything with Concepts Detr doesn't need multi-scale or locality design
Reference 77
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2c219341-cf14-4b04-8196-3c456d3d4c62 · outbound
SAM 3: Segment Anything with Concepts Grounding dino: Marrying dino with grounded pre-training for open-set object detection
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0ff77ce1-269d-44a0-8e0a-388ed9268477 · outbound
SAM 3: Segment Anything with Concepts Grounding dino: Marrying dino with grounded pre-training for open-set object detection
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bed37865-5700-40ed-b380-841760ae1b3a · outbound
SAM 3: Segment Anything with Concepts Hybrid global-local representation with augmented spatial guidance for zero-shot referring image segmentation
Reference 80
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 53dd0bad-7b08-4b4a-8131-9458ff9d9389 · outbound
SAM 3: Segment Anything with Concepts Universal segmentation at arbitrary granularity with language instruction
Reference 81
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 59c3125b-5bdd-4e2f-8258-eadd370c475c · outbound
SAM 3: Segment Anything with Concepts Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement
Reference 82
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8b3f0a00-242b-4a55-a321-d35808c6a216 · outbound
SAM 3: Segment Anything with Concepts Towards end-to-end unified scene text detection and layout analysis
Reference 83
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2ac156fb-0aa7-456a-af71-47e6cbe6edaf · outbound
SAM 3: Segment Anything with Concepts ICDAR 2023 Competition on Hierarchical Text Detection and Recognition
Reference 84
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6a6cd9ba-f971-4c22-8148-dac8d729c35f · outbound
SAM 3: Segment Anything with Concepts Decoupled weight decay regularization
Reference 85
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0ffd6ff2-f54f-4d8a-9d37-5055ffd9f570 · outbound
SAM 3: Segment Anything with Concepts RSVP: Reasoning Segmentation via Visual Prompting and Multi-modal Chain-of-Thought
Reference 86
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fa41eb51-36bd-4fc8-b3c8-35912ed9ffb5 · outbound
SAM 3: Segment Anything with Concepts Hota: A higher order metric for evaluating multi-object tracking
Reference 87
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation aee0cbd5-fbcb-41ad-8e80-5b04981a4de0 · outbound
SAM 3: Segment Anything with Concepts MedSAM2: Segment Anything in 3D Medical Images and Videos
Reference 88
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 500faeb0-3c71-46c2-ba6b-7102584321af · outbound
SAM 3: Segment Anything with Concepts Generation and comprehension of unambiguous object descriptions
Reference 89
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0a8a2c3c-2ab9-4f66-b15d-08f1e1a34b5e · outbound
SAM 3: Segment Anything with Concepts COCO-O: A Benchmark for Object Detectors under Natural Distribution Shifts
Reference 90
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6fb45219-baf8-4d9a-96d0-acf12d4efc07 · outbound
SAM 3: Segment Anything with Concepts Trackformer: Multi-object tracking with transformers
Reference 91
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d29dc5ac-1351-4538-bded-c3a70212d3d0 · outbound
SAM 3: Segment Anything with Concepts Simple open-vocabulary object detection
Reference 92
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 75978a72-45bf-4ecc-bbee-a5079baaf29a · outbound
SAM 3: Segment Anything with Concepts Scaling Open-Vocabulary Object Detection
Reference 93
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7ce729b6-c3a1-4872-a66e-9dbb725684ed · outbound
SAM 3: Segment Anything with Concepts ARMBench: An Object-centric Benchmark Dataset for Robotic Manipulation
Reference 94
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b09c948e-7c6a-4697-b790-99918bc65632 · outbound
SAM 3: Segment Anything with Concepts Model cards for model reporting
Reference 95
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d4417618-3315-4d4f-8d99-70b93171f163 · outbound
SAM 3: Segment Anything with Concepts The Food Recognition Benchmark: Using DeepLearning to Recognize Food on Images
Reference 96
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c0817322-7fdd-458c-b6ed-2bf12fabc242 · outbound
SAM 3: Segment Anything with Concepts The role of context for object detection and semantic segmentation in the wild
Reference 97
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 889241bd-e00f-4ac2-8199-9202dba4a043 · outbound
SAM 3: Segment Anything with Concepts Public domain collection dataset
Reference 98
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 17ab4453-da85-4878-8c7a-1465cec38302 · outbound
SAM 3: Segment Anything with Concepts Ref-Diff: Zero-shot Referring Image Segmentation with Generative Models
Reference 99
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ee35e022-09f1-4f64-9675-c87e707ec7ff · outbound
SAM 3: Segment Anything with Concepts Dinov2: Learning robust visual features without supervision
Reference 100
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c7d6612a-9866-4d67-aad0-d2e308e7b740 · inbound
Glass Surface Detection: Leveraging Reflection Dynamics in Flash/No-flash Imagery SAM 3: Segment Anything with Concepts
Reference 75
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2a1316d-48e4-4cb7-a584-3c9f1cef3bb1 · inbound
Comparing SAM 2 and SAM 3 for Zero-Shot Segmentation of 3D Medical Data SAM 3: Segment Anything with Concepts
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 78513a55-c14a-4302-95ec-dbfebe3777ca · inbound
SAM3-I: Segment Anything with Instructions SAM 3: Segment Anything with Concepts
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8915b35e-d61f-45d5-8a7d-37a833b1c4ee · inbound
Automated Annotation of Shearographic Measurements Enabling Weakly Supervised Defect Detection SAM 3: Segment Anything with Concepts
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a0adf699-8f55-4589-85d0-623d4cbbecbf · inbound
SegEarth-OV3: Exploring SAM 3 for Open-Vocabulary Semantic Segmentation in Remote Sensing Images SAM 3: Segment Anything with Concepts
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d77353ef-1ffc-4652-80d9-0ec8b0696e77 · inbound
EraseLoRA: MLLM-Driven Foreground Exclusion and Background Subtype Aggregation for Dataset-Free Object Removal SAM 3: Segment Anything with Concepts
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72b453bb-ccd7-4704-a95c-eee46a382203 · inbound
PanoSAMic: Panoramic Image Segmentation from SAM Feature Encoding and Dual View Fusion SAM 3: Segment Anything with Concepts
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4965ad96-e67f-4501-bbf1-aceb171e428a · inbound
Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding SAM 3: Segment Anything with Concepts
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5eb98aaf-4d8f-456b-aa38-e587bcff05f0 · inbound
OmniOVCD: Streamlining Open-Vocabulary Change Detection with SAM 3 SAM 3: Segment Anything with Concepts
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ae6b334e-9778-49bb-9120-fdc5985a915f · inbound
Going with the Flow: Koopman Behavioral Models as Pseudo Planners for Visuo-Motor Dexterity SAM 3: Segment Anything with Concepts
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 081f0df1-d124-4cc9-abe0-b3032db15574 · inbound
DenseMLLM: Standard Multimodal LLMs for Dense Prediction SAM 3: Segment Anything with Concepts
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09ff3779-20df-43e0-b28e-45d8bef4a2f0 · inbound
CAD-Prompted SAM3: Geometry-Conditioned Instance Segmentation for Industrial Objects SAM 3: Segment Anything with Concepts
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9feaafd4-f012-4749-8bf5-90300f24e668 · inbound
From Local Matches to Global Masks: Template-Guided Instance Detection and Segmentation in Open-World Scenes SAM 3: Segment Anything with Concepts
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation db76e5a5-b39d-41d9-a1d3-6d8f21d6cbf8 · inbound
OpenFrontier: General Navigation with Visual-Language Grounded Frontiers SAM 3: Segment Anything with Concepts
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5c6c7158-acad-4860-b5b0-45c668acc6f1 · inbound
JOPP-3D: Joint Open Vocabulary Semantic Segmentation on Point Clouds and Panoramas SAM 3: Segment Anything with Concepts
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 126b5957-dd78-473d-b437-8dcdd122f9b2 · inbound
OPTED: Open Preprocessed Trachoma Eye Dataset Using Zero-Shot SAM 3 Segmentation SAM 3: Segment Anything with Concepts
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 94da9b96-4aa6-4a33-8b4f-6a230249df7d · inbound
Margin in Abstract Spaces SAM 3: Segment Anything with Concepts
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b8d655f-7c74-4a8f-81f2-ffe1340474fc · inbound
TrianguLang: Geometry-Aware Semantic Consensus for Pose-Free 3D Localization SAM 3: Segment Anything with Concepts
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e49c95a7-8b16-4f41-bb02-ecc23d38fa61 · inbound
From Ideal to Real: Stable Video Object Removal under Imperfect Conditions SAM 3: Segment Anything with Concepts
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8eaae0ae-bbad-4dd4-b1fa-0a2fb56006ca · inbound
PicoSAM3: Real-Time In-Sensor Region-of-Interest Segmentation SAM 3: Segment Anything with Concepts
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bcbec49-edef-4cfb-b0a0-b68d235da30d · inbound
RoboStereo: Dual-Tower 4D Embodied World Models for Unified Policy Optimization SAM 3: Segment Anything with Concepts
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 092e52dc-08d3-44e7-9df4-d23ba99ce77e · inbound
RoboStream: Weaving Spatio-Temporal Reasoning with Memory in Vision-Language Models for Robotics SAM 3: Segment Anything with Concepts
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c32198cc-c6e5-4956-b528-4d10afc70f62 · inbound
Power Term Polynomial Algebra for Boolean Logic SAM 3: Segment Anything with Concepts
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51eaa2b5-760c-45ac-bd63-64c39a805556 · inbound
SegviGen: Repurposing 3D Generative Model for Part Segmentation SAM 3: Segment Anything with Concepts
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 42ab5947-cc6c-4164-90b3-5b8acf0b23a1 · inbound
AHOY! Animatable Humans under Occlusion from YouTube Videos with Gaussian Splatting and Video Diffusion Priors SAM 3: Segment Anything with Concepts
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5f99ae3-0b2f-492f-9fe1-4a862a441a80 · inbound
Quantum orientation entanglement analysis of the interpolating helicity states between the instant form dynamics and the light-front dynamics SAM 3: Segment Anything with Concepts
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7752e164-6d7c-4fe9-8b44-10694d87b156 · inbound
TSegAgent: Zero-Shot Tooth Segmentation via Geometry-Aware Vision-Language Agents SAM 3: Segment Anything with Concepts
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation adf46d93-1c07-46fe-b065-32748c062e05 · inbound
Evaluating Vision Foundation Models for Pixel and Object Classification in Microscopy SAM 3: Segment Anything with Concepts
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2aebbc26-3777-408f-8d1e-4c709306d49f · inbound
Memory Over Maps: 3D Object Localization Without Reconstruction SAM 3: Segment Anything with Concepts
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ba339898-8eff-4884-abb5-bddf055d02c1 · inbound
VP-VLA: Visual Prompting as an Interface for Vision-Language-Action Models SAM 3: Segment Anything with Concepts
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c0d0156a-a90a-48c1-ace4-14a837ab822c · inbound
DetPO: In-Context Learning with Multi-Modal LLMs for Few-Shot Object Detection SAM 3: Segment Anything with Concepts
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5472be30-f914-4499-a6cf-ec200f207c56 · inbound
ET-SAM: Efficient Point Prompt Prediction in SAM for Unified Scene Text Detection and Layout Analysis SAM 3: Segment Anything with Concepts
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9638240a-360f-4a82-b14b-0369bfdeb041 · inbound
Colon-Bench: An Agentic Workflow for Scalable Dense Lesion Annotation in Full-Procedure Colonoscopy Videos SAM 3: Segment Anything with Concepts
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2a0b6d2-0404-4899-820f-7c5e40e342b0 · inbound
MAR3: Multi-Agent Recognition, Reasoning, and Reflection for Reference Audio-Visual Segmentation SAM 3: Segment Anything with Concepts
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c51da11-f076-4283-b950-bd59cd1cfa9a · inbound
DRIVE-Nav: Directional Reasoning, Inspection, and Verification for Efficient Open-Vocabulary Navigation SAM 3: Segment Anything with Concepts
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9db1ee9b-c2d5-465d-b2ec-d45e6f9eb50c · inbound
EgoSim: Egocentric World Simulator for Embodied Interaction Generation SAM 3: Segment Anything with Concepts
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d54443b7-90a1-4b65-8230-c44d5aed02b5 · inbound
Rapidly deploying on-device eye tracking by distilling visual foundation models SAM 3: Segment Anything with Concepts
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ebfc333b-c4b7-4910-b9fb-54e1ec95ff0b · inbound
Moondream Segmentation: From Words to Masks SAM 3: Segment Anything with Concepts
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7a048f2d-b3bd-4b28-b6c7-4248c5a52b06 · inbound
Generalized Small Object Detection:A Point-Prompted Paradigm and Benchmark SAM 3: Segment Anything with Concepts
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation da13772d-4786-412b-b9df-2e7d51ff0359 · inbound
KappaFormer: Physics-aware Transformer for lattice thermal conductivity via cross-domain transfer learning SAM 3: Segment Anything with Concepts
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e914de77-f439-4790-90f7-f5d68b1d84f0 · inbound
Beyond Standard Benchmarks: A Systematic Audit of Vision-Language Model's Robustness to Natural Semantic Variation Across Diverse Tasks SAM 3: Segment Anything with Concepts
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8ca6106a-f7f0-49e3-b8c6-73c28b58fa9a · inbound
Saliency-R1: Enforcing Interpretable and Faithful Vision-language Reasoning via Saliency-map Alignment Reward SAM 3: Segment Anything with Concepts
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f447b548-1169-41c7-ba3d-97cd4f91449e · inbound
SpatialEdit: Benchmarking Fine-Grained Image Spatial Editing SAM 3: Segment Anything with Concepts
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4a4c7d2c-9aad-415f-af00-b2ce866881a4 · inbound
MG$^2$-RAG: Multi-Granularity Graph for Multimodal Retrieval-Augmented Generation SAM 3: Segment Anything with Concepts
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 42201890-872f-42b3-9d46-69034011ef9a · inbound
MG$^2$-RAG: Multi-Granularity Graph for Multimodal Retrieval-Augmented Generation SAM 3: Segment Anything with Concepts
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation baa270bb-7c9a-46c3-bc6a-45b790afcd3f · inbound
Telescope: Learnable Hyperbolic Foveation for Ultra-Long-Range Object Detection SAM 3: Segment Anything with Concepts
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4ac903d8-f713-4e18-9c55-8725f3500c0e · inbound
4D Vessel Reconstruction for Benchtop Thrombectomy Analysis SAM 3: Segment Anything with Concepts
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d9efa4a3-eb88-4be4-b8d0-cf4b27715efc · inbound
Enhancing MLLM Spatial Understanding via Active 3D Scene Exploration for Multi-Perspective Reasoning SAM 3: Segment Anything with Concepts
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 03c6a5e6-ec34-460a-b925-1e56076ae1cb · inbound
RefineAnything: Multimodal Region-Specific Refinement for Perfect Local Details SAM 3: Segment Anything with Concepts
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5d5b4d84-0efc-4650-a5bb-0b9d7b8c2737 · inbound
PhyEdit: Towards Real-World Object Manipulation via Physically-Grounded Image Editing SAM 3: Segment Anything with Concepts
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 60c2e017-28a6-4ccb-8bea-055e2ab0cee2 · inbound
Open-Ended Video Game Glitch Detection with Agentic Reasoning and Temporal Grounding SAM 3: Segment Anything with Concepts
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d044e828-4fe9-421c-a63c-eaace89e72c8 · inbound
Tarot-SAM3: Training-free SAM3 for Any Referring Expression Segmentation SAM 3: Segment Anything with Concepts
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6d65d5da-0eeb-4d8b-baf6-0fe445301d1e · inbound
WildDet3D: Scaling Promptable 3D Detection in the Wild SAM 3: Segment Anything with Concepts
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fa03c5b0-d5af-403f-8b03-6252d42c85d4 · inbound
Generative Simulation for Policy Learning in Physical Human-Robot Interaction SAM 3: Segment Anything with Concepts
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 111f5887-71b7-455a-a96f-a6bf345e301b · inbound
Scene-Agnostic Object-Centric Representation Learning for 3D Gaussian Splatting SAM 3: Segment Anything with Concepts
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7ab1e9fa-41d6-4c0a-af89-462ecc305336 · inbound
MAG-3D: Multi-Agent Grounded Reasoning for 3D Understanding SAM 3: Segment Anything with Concepts
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a13b7f91-19a5-4b3a-ac7f-43c4c9217348 · inbound
Are We Recognizing the Jaguar or Its Background? A Diagnostic Framework for Jaguar Re-Identification SAM 3: Segment Anything with Concepts
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 168d0bfb-403b-44a3-834c-c1486b418785 · inbound
Text-Guided 6D Object Pose Rearrangement via Closed-Loop VLM Agents SAM 3: Segment Anything with Concepts
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 503401ba-2aca-47fe-8edc-bbc80f3a4436 · inbound
Text-Guided 6D Object Pose Rearrangement via Closed-Loop VLM Agents SAM 3: Segment Anything with Concepts
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36de14df-a458-47f3-8c76-e5127d64d09c · inbound
Does Your VFM Speak Plant? The Botanical Grammar of Vision Foundation Models for Object Detection SAM 3: Segment Anything with Concepts
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 155740ca-7606-4443-9319-dddf1e39e451 · inbound
JARVIS: A Just-in-Time Augmented Reality VLM-Powered Instruction System for Cross-Reality Task Guidance SAM 3: Segment Anything with Concepts
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e6aafc74-8893-4eea-8ee0-df58b60350e3 · inbound
JARVIS: A Just-in-Time Augmented Reality VLM-Powered Instruction System for Cross-Reality Task Guidance SAM 3: Segment Anything with Concepts
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f24a5d44-da82-4fd1-9018-6315e28ade09 · inbound
Semantic Manipulation Localization SAM 3: Segment Anything with Concepts
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8e1bdb60-defa-46c5-beb0-53e74c76113a · inbound
TInR: Exploring Tool-Internalized Reasoning in Large Language Models SAM 3: Segment Anything with Concepts
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7114e3ae-75e2-4503-8731-ef478c689045 · inbound
ReplicateAnyScene: Zero-Shot Video-to-3D Composition via Textual-Visual-Spatial Alignment SAM 3: Segment Anything with Concepts
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0ae249b4-71a2-4afb-9457-fa6e5d8886b6 · inbound
Do Instance Priors Help Weakly Supervised Semantic Segmentation? SAM 3: Segment Anything with Concepts
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 466f2ded-49f6-4c17-af7c-d20ee55e9d6c · inbound
Seg2Change: Adapting Open-Vocabulary Semantic Segmentation Model for Remote Sensing Change Detection SAM 3: Segment Anything with Concepts
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3c196fa8-8911-4584-b03b-baf8eaa14d18 · inbound
Online Reasoning Video Object Segmentation SAM 3: Segment Anything with Concepts
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a152bce4-0965-4234-8347-7b5e03f39abb · inbound
LMMs Meet Object-Centric Vision: Understanding, Segmentation, Editing and Generation SAM 3: Segment Anything with Concepts
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 47ed6040-9e11-43fd-8c76-a79a40a03696 · inbound
The Second Challenge on Cross-Domain Few-Shot Object Detection at NTIRE 2026: Methods and Results SAM 3: Segment Anything with Concepts
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 648187dc-b0eb-4d1e-8f4b-9360cb3fb12e · inbound
VERITAS: A Multi-Agent Co-Scientist for Verifiable Image-Derived Hypothesis Testing SAM 3: Segment Anything with Concepts
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cba463f3-cbad-47d6-ab9e-86ce111eed04 · inbound
Grasp in Gaussians: Fast Monocular Reconstruction of Dynamic Hand-Object Interactions SAM 3: Segment Anything with Concepts
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1cbf2e62-bd01-40e5-8945-0f6bbbf8c937 · inbound
HY-World 2.0: A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds SAM 3: Segment Anything with Concepts
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0d52dcb8-965e-4f38-bb0c-c15c017c191c · inbound
Geometrically Consistent Multi-View Scene Generation from Freehand Sketches SAM 3: Segment Anything with Concepts
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9c1b7aa7-1c15-487f-9810-a14ae8d8bd88 · inbound
Geometrically Consistent Multi-View Scene Generation from Freehand Sketches SAM 3: Segment Anything with Concepts
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45d12334-47f7-402c-8d6c-0cf00521b1ee · inbound
HRDexDB: A Paired Human-Robot Dataset for Cross-Embodiment Dexterous Grasping SAM 3: Segment Anything with Concepts
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cccf5171-c325-4e0a-b3e4-5ef86068b754 · inbound
HRDexDB: A Paired Human-Robot Dataset for Cross-Embodiment Dexterous Grasping SAM 3: Segment Anything with Concepts
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb75c2a4-e3ae-4692-a011-dbe84b769df2 · inbound
AnimationBench: Are Video Models Good at Character-Centric Animation? SAM 3: Segment Anything with Concepts
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 32a54687-4f8d-4393-aefe-39c01e1bff4b · inbound
Fringe Projection Based Vision Pipeline for Autonomous Hard Drive Disassembly SAM 3: Segment Anything with Concepts
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f6859d33-06f2-4c06-95f5-47bb7e761261 · inbound
Real-Time Cellist Postural Evaluation With On-Device Computer Vision SAM 3: Segment Anything with Concepts
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4b0be7c8-f854-4344-a1cb-ebe14ff0cc55 · inbound
DiffuSAM: Diffusion Guided Zero-Shot Object Grounding for Remote Sensing Imagery SAM 3: Segment Anything with Concepts
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 362df0b7-cba3-4610-837c-a1504f26bbaf · inbound
Is SAM3 ready for pathology segmentation? SAM 3: Segment Anything with Concepts
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5cbea517-b97b-4613-bff1-5c6693c024e4 · inbound
Is SAM3 ready for pathology segmentation? SAM 3: Segment Anything with Concepts
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b9a83476-dbcf-4bfc-8484-6763f09f7e8e · inbound
APRVOS: 1st Place Winner of 5th PVUW MeViS-Audio Track SAM 3: Segment Anything with Concepts
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3c57f55c-6c02-44ac-91cb-7da2f25c5a26 · inbound
PLaMo 2.1-VL Technical Report SAM 3: Segment Anything with Concepts
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7da65e17-8820-4d66-b5b0-e1e53d27b9d8 · inbound
Structure-Semantic Decoupled Modulation of Global Geospatial Embeddings for High-Resolution Remote Sensing Mapping SAM 3: Segment Anything with Concepts
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ec16c773-e5db-44b5-a1a6-2b7cc9db6172 · inbound
Volume Transformer: Revisiting Vanilla Transformers for 3D Scene Understanding SAM 3: Segment Anything with Concepts
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 61af82f1-2a10-4679-8046-ee4ed96b151e · inbound
CoInteract: Physically-Consistent Human-Object Interaction Video Synthesis via Spatially-Structured Co-Generation SAM 3: Segment Anything with Concepts
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0dbc6211-a1cc-4abe-9791-3e525f6677a2 · inbound
CoCo-SAM3: Harnessing Concept Conflict in Open-Vocabulary Semantic Segmentation SAM 3: Segment Anything with Concepts
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 903d84b6-01e3-4107-b94d-d3c08964ba91 · inbound
Rethinking Where to Edit: Task-Aware Localization for Instruction-Based Image Editing SAM 3: Segment Anything with Concepts
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4b49dd26-26a1-45f9-8555-f9c41b018145 · inbound
Image Generators are Generalist Vision Learners SAM 3: Segment Anything with Concepts
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation af3f4cfb-5577-4c1b-8d9a-e907ffa95274 · inbound
Image Generators are Generalist Vision Learners SAM 3: Segment Anything with Concepts
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a9475ea4-8305-4180-84e9-853d6caf6d10 · inbound
VFM$^{4}$SDG: Unveiling the Power of VFMs for Single-Domain Generalized Object Detection SAM 3: Segment Anything with Concepts
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7810396d-378d-4d90-a2ab-75b1d2f5e5dd · inbound
VFM$^{4}$SDG: Unveiling the Power of VFMs for Single-Domain Generalized Object Detection SAM 3: Segment Anything with Concepts
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d73ef529-973a-48c6-904c-7c4e31211a91 · inbound
Focus Session: Hardware and Software Techniques for Accelerating Multimodal Foundation Models SAM 3: Segment Anything with Concepts
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 10f282c6-061e-4efb-9c2a-0bcb6fcbebc3 · inbound
AgentRVOS for MeViS-Text Track of 5th PVUW Challenge: 3rd Method SAM 3: Segment Anything with Concepts
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f2f1cc56-c5dd-4618-a64e-a4a3eb0c0e6c · inbound
OAMVOS:2nd Report for 5th PVUW MOSE Track SAM 3: Segment Anything with Concepts
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 43085a33-3f39-40ad-86d0-acc05b57c688 · inbound
SketchVLM: Vision language models can annotate images to explain thoughts and guide users SAM 3: Segment Anything with Concepts
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7dabd64c-9557-42c7-934f-77ebfa623672 · inbound
INSIGHT: Indoor Scene Intelligence from Geometric-Semantic Hierarchy Transfer for Public~Safety SAM 3: Segment Anything with Concepts
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0fb5166b-55d3-42dc-bedb-745b02c5409e · inbound
BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances SAM 3: Segment Anything with Concepts
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.