Paper Citation Record · LEDGER

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

As of 15 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 30 inbound Pith citation observations for arXiv:2411.11922.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2411.11922 v2

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:46:30.792409Z

measured 84 of 84 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 30 of 30 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:48:54.119308Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

54 of 54 outbound references displayed

verified exact0
verified fuzzy30
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

10
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 91ffa0ae-0f9c-4984-b9c7-5302470e8b4e · outbound

This paper cites BoT-SORT: Robust Associations Multi-Pedestrian Tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory BoT-SORT: Robust Associations Multi-Pedestrian Tracking

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.155214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c80b3f8-fe0d-468d-83b4-76c20b7ea4c3 · outbound

This paper cites Tracking without bells and whistles.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Tracking without bells and whistles

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:32.500991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 858e4c78-01aa-411b-b37a-09867b54e797 · outbound

This paper cites Hiptrack: Visual tracking with historical prompts.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Hiptrack: Visual tracking with historical prompts

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:32.468555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 04d36769-13c6-424b-8912-5449e5ba5995 · outbound

This paper cites Robust object modeling for visual tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Robust object modeling for visual tracking

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:32.433648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e5350755-1508-4897-84f7-b4f0b85ed752 · outbound

This paper cites Observation-centric sort: Rethink- ing sort for robust multi-object tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Observation-centric sort: Rethink- ing sort for robust multi-object tracking

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:32.404030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 22104a46-4a47-445e-9f14-a85cc8c6a6ee · outbound

This paper cites Stable- video: Text-driven consistency-aware diffusion video edit- ing.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Stable- video: Text-driven consistency-aware diffusion video edit- ing

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.222153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2c41478-032f-491a-9901-03bd4df7a710 · outbound

This paper cites AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.236866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a022fbf-9346-47ce-8563-19edeb92a608 · outbound

This paper cites Transformer tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Transformer tracking

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:32.346113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c14a1683-58dd-473f-8f27-e7c273f90825 · outbound

This paper cites Seqtrack: Sequence to sequence learning for visual ob- ject tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Seqtrack: Sequence to sequence learning for visual ob- ject tracking

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:32.310175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4ab30e7f-d1ff-49a0-aee5-cc11b98a34d4 · outbound

This paper cites Siamese box adaptive network for visual tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Siamese box adaptive network for visual tracking

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.279875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 442d43e2-e3f4-4725-956b-03a13dc01b7d · outbound

This paper cites Tracking anything with decoupled video segmentation.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Tracking anything with decoupled video segmentation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.287342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b4b425f-c430-4403-b664-c07e330f7150 · outbound

This paper cites Mixformer: End-to-end tracking with iterative mixed atten- tion.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Mixformer: End-to-end tracking with iterative mixed atten- tion

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:32.223835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 854b40b2-6cb6-4306-b59c-a716014e007e · outbound

This paper cites Prob- abilistic regression for visual tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Prob- abilistic regression for visual tracking

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:32.192900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 608db237-f074-4535-a872-bd6442443ba7 · outbound

This paper cites SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.320756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb46fc39-91f2-45ce-9065-0d5eb86c86e4 · outbound

This paper cites Giaotracker: A compre- hensive framework for mcmot with global information and optimizing strategies in visdrone 2021.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Giaotracker: A compre- hensive framework for mcmot with global information and optimizing strategies in visdrone 2021

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:32.161690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 91d69408-da1b-46c2-acf5-54248de8ea2a · outbound

This paper cites Lasot: A high-quality benchmark for large-scale single ob- ject tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Lasot: A high-quality benchmark for large-scale single ob- ject tracking

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.361806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4eea48d4-47f1-4359-9227-80f542960260 · outbound

This paper cites Lasot: A high-quality large-scale single object tracking benchmark.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Lasot: A high-quality large-scale single object tracking benchmark

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:32.122865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 15f54103-3439-4d09-92e3-d36fca7bc5ea · outbound

This paper cites Stmtrack: Template-free visual tracking with space-time memory networks.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Stmtrack: Template-free visual tracking with space-time memory networks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.392250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16871faa-c6ee-44f6-a495-77a7ffa224b0 · outbound

This paper cites Aiatrack: Attention in attention for trans- former visual tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Aiatrack: Attention in attention for trans- former visual tracking

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:32.088437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 56a04c45-df49-4240-9493-ae8d3df83875 · outbound

This paper cites Generalized relation modeling for transformer tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Generalized relation modeling for transformer tracking

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:32.066246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fb077535-6b55-4e86-8275-a6bde90f9354 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.424822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19342456-a619-494e-a94e-912844860ca9 · outbound

This paper cites MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.438627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b32bbd58-30c3-4c76-8ac4-0723235adae3 · outbound

This paper cites Got-10k: A large high-diversity benchmark for generic object tracking in the wild.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Got-10k: A large high-diversity benchmark for generic object tracking in the wild

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:32.039462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 080e0503-fa91-48fd-9e7d-160fbc36ff99 · outbound

This paper cites A new approach to linear filtering and prediction problems.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory A new approach to linear filtering and prediction problems

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.460409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 685bd3db-0e78-43a2-8ee8-cd5f44740599 · outbound

This paper cites Need for speed: A bench- mark for higher frame rate object tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Need for speed: A bench- mark for higher frame rate object tracking

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:32.004737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 86ed7b79-bfe4-4976-a1b4-47c12185864d · outbound

This paper cites Segment any- thing.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Segment any- thing

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:31.979855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f399852c-396a-4aed-b458-7aa0a60f6f6f · outbound

This paper cites Siamrpn++: Evolution of siamese vi- sual tracking with very deep networks.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Siamrpn++: Evolution of siamese vi- sual tracking with very deep networks

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:31.957686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7b4627a3-7653-4a44-ad70-1dc64eff7c5a · outbound

This paper cites Swintrack: A simple and strong baseline for trans- former tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Swintrack: A simple and strong baseline for trans- former tracking

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:31.931009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ea6e76ea-9c12-4bb2-881b-b8566581f745 · outbound

This paper cites Tracking meets lora: Faster training, larger model, stronger performance.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Tracking meets lora: Faster training, larger model, stronger performance

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:31.908997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bdffd950-d2e5-4855-a2d0-497d83d25d7c · outbound

This paper cites Segment anything in medical images.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Segment anything in medical images

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.527071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feacbe6a-2152-4bcc-863b-6165d02873df · outbound

This paper cites Learning target candidate association to keep track of what not to track.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Learning target candidate association to keep track of what not to track

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:31.862566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2fd20065-c58d-4908-9953-4290bc797c56 · outbound

This paper cites Beyond sot: Tracking multiple generic objects at once.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Beyond sot: Tracking multiple generic objects at once

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:31.831951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cd062c5b-d8e9-4e18-929a-f55ec99de35a · outbound

This paper cites Trackingnet: A large-scale dataset and benchmark for object tracking in the wild.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Trackingnet: A large-scale dataset and benchmark for object tracking in the wild

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.561596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68dcd2d3-bcf8-4131-8f28-9c038c9003ff · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory SAM 2: Segment Anything in Images and Videos

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.583604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5516b550-ddda-4085-8b24-e731c97d01ba · outbound

This paper cites The visual object track- ing vot2016 challenge results.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory The visual object track- ing vot2016 challenge results

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:31.779007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b05ff1f5-f932-498a-b75e-340dc1ec8e9e · outbound

This paper cites Explicit visual prompts for visual object tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Explicit visual prompts for visual object tracking

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:31.751127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e177365a-ae87-4031-bc54-67e0257de26b · outbound

This paper cites Moviechat: From dense token to sparse memory for long video understanding.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Moviechat: From dense token to sparse memory for long video understanding

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.618151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58efed60-9c42-4c88-8dcb-34eebf9ef1ea · outbound

This paper cites MovieChat+: Question-aware Sparse Memory for Long Video Question Answering.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory MovieChat+: Question-aware Sparse Memory for Long Video Question Answering

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.629868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29e1da98-c15c-4359-9d73-84c936506172 · outbound

This paper cites Attention is all you need.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Attention is all you need

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.638594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ada8d19-6643-4b2e-86cd-0c976c4fb656 · outbound

This paper cites Autoregressive visual tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Autoregressive visual tracking

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:31.671420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7f246e81-df81-4a68-9264-8ada4e48dd1e · outbound

This paper cites Object track- ing benchmark.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Object track- ing benchmark

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.657783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbce347a-14ca-4ef1-a2c5-d02576546b3f · outbound

This paper cites Motiontrack: Learning motion predictor for multiple object tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Motiontrack: Learning motion predictor for multiple object tracking

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:31.613123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3599fde3-0cca-4f3c-9590-5be2752b9e21 · outbound

This paper cites Autore- gressive queries for adaptive tracking with spatio-temporal transformers.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Autore- gressive queries for adaptive tracking with spatio-temporal transformers

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.672059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a16dae4-76cb-4e59-bb2c-4bc35bf8c802 · outbound

This paper cites Efficientsam: Leveraged masked image pretraining for efficient segment anything.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Efficientsam: Leveraged masked image pretraining for efficient segment anything

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.681340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb196c12-ef64-49c3-a531-2068c5aec9e4 · outbound

This paper cites YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.690809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b4ff320-2f41-48e3-ac9b-e6c9b9c6f27c · outbound

This paper cites Learning spatio-temporal transformer for vi- sual tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Learning spatio-temporal transformer for vi- sual tracking

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.700288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7fe641c-5fd0-4cf2-88ec-6898e6f17b39 · outbound

This paper cites Learning spatio-temporal transformer for vi- sual tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Learning spatio-temporal transformer for vi- sual tracking

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:31.519523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ebc33f02-0446-4a73-a56b-8fe7bf9efd33 · outbound

This paper cites Learning dynamic mem- ory networks for object tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Learning dynamic mem- ory networks for object tracking

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.723725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb970f7b-a2f2-4e3a-873b-5735cce8dddd · outbound

This paper cites Joint feature learning and relation modeling for tracking: A one-stream framework.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Joint feature learning and relation modeling for tracking: A one-stream framework

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:31.447575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bf904cad-1266-4269-b3f6-85b74b8e9363 · outbound

This paper cites Bytetrack: Multi-object tracking by associating every 10 detection box.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Bytetrack: Multi-object tracking by associating every 10 detection box

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:31.402987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ba92a67d-f112-4a88-9971-a3a40e9b8c0b · outbound

This paper cites Deeper and wider siamese networks for real-time visual tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Deeper and wider siamese networks for real-time visual tracking

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:31.359346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f1a211cd-8ffc-4fda-98fe-c58246dfadfd · outbound

This paper cites Learn to match: Automatic matching network design for visual tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Learn to match: Automatic matching network design for visual tracking

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:31.319567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8fb7c770-2499-459e-b1eb-8b782e828946 · outbound

This paper cites Fast Segment Anything.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Fast Segment Anything

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-12T18:46:30.778311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c908bb29-5eb5-4dd2-95f4-9a586751d58d · outbound

This paper cites Odtrack: Online dense temporal token learning for visual tracking.

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Odtrack: Online dense temporal token learning for visual tracking

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:46:31.280513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation da4e73e3-458a-45c6-8803-b4be9fb34104 · inbound

A Distractor-Aware Memory for Visual Object Tracking with SAM2 cites this paper.

A Distractor-Aware Memory for Visual Object Tracking with SAM2 SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T12:03:19.900284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a92f35d3-ae2c-4429-801b-e2b335a821d2 · inbound

Object Tracking in a $360^o$ View: A Novel Perspective on Bridging the Gap to Biomedical Advancements cites this paper.

Object Tracking in a $360^o$ View: A Novel Perspective on Bridging the Gap to Biomedical Advancements SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 255

Resolution: unresolved; no resolver link, observed 2026-08-12T04:45:41.439205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df69cfb1-c9d2-454f-90be-7110b3926b06 · inbound

Cosmos World Foundation Model Platform for Physical AI cites this paper.

Cosmos World Foundation Model Platform for Physical AI SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 230

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:38:46.101259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f8436d76-6eb0-4746-bec4-920f0928f311 · inbound

DanceTogether! Identity-Preserving Multi-Person Interactive Video Generation cites this paper.

DanceTogether! Identity-Preserving Multi-Person Interactive Video Generation SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 103

Resolution: unresolved; no resolver link, observed 2026-08-07T14:39:40.832814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 592e8db7-16a2-4b95-bf0e-0fa687f063f1 · inbound

Adapting SAM 2 for Visual Object Tracking: 1st Place Solution for MMVPR Challenge Multi-Modal Tracking cites this paper.

Adapting SAM 2 for Visual Object Tracking: 1st Place Solution for MMVPR Challenge Multi-Modal Tracking SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:38:36.620001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f06af49-3be1-4c6d-b98c-c8c3f86b6ab7 · inbound

THU-Warwick Submission for EPIC-KITCHEN Challenge 2025: Semi-Supervised Video Object Segmentation cites this paper.

THU-Warwick Submission for EPIC-KITCHEN Challenge 2025: Semi-Supervised Video Object Segmentation SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T05:53:10.440098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8156ef08-446b-4bc4-b78f-8e24574392c4 · inbound

A Survey on Vision-Language-Action Models: An Action Tokenization Perspective cites this paper.

A Survey on Vision-Language-Action Models: An Action Tokenization Perspective SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 91

Resolution: verified exact; arxiv_id, observed 2026-05-17T14:08:35.529271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 91865441-40b6-4d31-815a-8430882d1fca · inbound

HiM2SAM: Enhancing SAM2 with Hierarchical Motion Estimation and Memory Optimization towards Long-term Tracking cites this paper.

HiM2SAM: Enhancing SAM2 with Hierarchical Motion Estimation and Memory Optimization towards Long-term Tracking SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T18:41:08.260277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96fa4e76-1556-4046-93ce-99abd5080994 · inbound

SAM2RL: Towards Reinforcement Learning Memory Control in Segment Anything Model 2 cites this paper.

SAM2RL: Towards Reinforcement Learning Memory Control in Segment Anything Model 2 SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T18:22:03.534727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0143ceaf-ac61-41b2-b013-670b1c30be19 · inbound

BleedOrigin: Dynamic Bleeding Source Localization in Endoscopic Submucosal Dissection via Dual-Stage Detection and Tracking cites this paper.

BleedOrigin: Dynamic Bleeding Source Localization in Endoscopic Submucosal Dissection via Dual-Stage Detection and Tracking SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:27.716355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fec0903-9c14-401e-a7e2-c2fc984aa0c4 · inbound

Is Tracking really more challenging in First Person Egocentric Vision? cites this paper.

Is Tracking really more challenging in First Person Egocentric Vision? SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T15:25:59.412055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5de93053-368f-4076-a270-43c23e2569d3 · inbound

SAMITE: Position Prompted SAM2 with Calibrated Memory for Visual Object Tracking cites this paper.

SAMITE: Position Prompted SAM2 with Calibrated Memory for Visual Object Tracking SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T12:33:52.639899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a0af24f-033b-494e-82a2-51bacd051e66 · inbound

FreeVPS: Repurposing Training-Free SAM2 for Generalizable Video Polyp Segmentation cites this paper.

FreeVPS: Repurposing Training-Free SAM2 for Generalizable Video Polyp Segmentation SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:04.668203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3f02956-f0d1-4161-862a-3e1a2bff626e · inbound

HERO-VQL: Hierarchical, Egocentric and Robust Visual Query Localization cites this paper.

HERO-VQL: Hierarchical, Egocentric and Robust Visual Query Localization SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-05T13:44:11.339769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07863d9e-90b7-4ec3-ab0c-cf0e0ea23b2c · inbound

Zero-Shot Multi-Animal Tracking in the Wild cites this paper.

Zero-Shot Multi-Animal Tracking in the Wild SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T00:10:00.604587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e220242-c34f-4058-bf0a-10d6acb5ee61 · inbound

SurgSLOT: Segment Anything in Surgical Videos via Semantic Long-term Tracking cites this paper.

SurgSLOT: Segment Anything in Surgical Videos via Semantic Long-term Tracking SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-03T21:12:07.077803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 464c6dcc-69bc-4cd2-8360-bdc8f180a9ca · inbound

SAM 3: Segment Anything with Concepts cites this paper.

SAM 3: Segment Anything with Concepts SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 147

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:25:11.484871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 03c05f3b-8e75-4f05-8c6e-16f03ab631e5 · inbound

3AM: 3egment Anything with Geometric Consistency in Videos cites this paper.

3AM: 3egment Anything with Geometric Consistency in Videos SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 98

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T14:21:01.686673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 994fd592-db7c-4d40-b11b-2955d5f4050a · inbound

Mitigating Error Accumulation in Continuous Navigation via Memory-Augmented Kalman Filtering cites this paper.

Mitigating Error Accumulation in Continuous Navigation via Memory-Augmented Kalman Filtering SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:47:41.860275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 03ead925-7d59-4c8a-88bf-38fd76f7ed16 · inbound

HVG-3D: Bridging Real and Simulation Domains for 3D-Conditional Hand-Object Interaction Video Synthesis cites this paper.

HVG-3D: Bridging Real and Simulation Domains for 3D-Conditional Hand-Object Interaction Video Synthesis SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 75

Resolution: verified exact; arxiv_id, observed 2026-05-14T00:18:30.132648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1a0b3009-576c-4ccc-a766-5c5937d26588 · inbound

HOIGS: Human-Object Interaction Gaussian Splatting cites this paper.

HOIGS: Human-Object Interaction Gaussian Splatting SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:28:02.542468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation eefd7564-63b1-41f3-83e5-852c1c3cc0ed · inbound

4D Vessel Reconstruction for Benchtop Thrombectomy Analysis cites this paper.

4D Vessel Reconstruction for Benchtop Thrombectomy Analysis SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-10T20:25:46.930402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6fc81412-d66f-4b21-b63d-41c75667cc03 · inbound

ViewSAM: Learning View-aware Cross-modal Semantics for Weakly Supervised Cross-view Referring Multi-Object Tracking cites this paper.

ViewSAM: Learning View-aware Cross-modal Semantics for Weakly Supervised Cross-view Referring Multi-Object Tracking SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:20:42.565832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4336d58e-4262-4276-987f-9ce5c2f80f3c · inbound

Segment Anything with Motion, Geometry, and Semantic Adaptation for Complex Nonlinear Visual Object Tracking cites this paper.

Segment Anything with Motion, Geometry, and Semantic Adaptation for Complex Nonlinear Visual Object Tracking SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-22T06:21:10.620576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 353dfcfb-7ac6-40f6-b099-daa7a30f641e · inbound

Temporal-Emerged Prompting for Segment Anything in Multiframe Infrared Small Target Detection cites this paper.

Temporal-Emerged Prompting for Segment Anything in Multiframe Infrared Small Target Detection SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 65

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T18:13:49.309179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e22c3c29-eab2-410f-90d5-cd19a7e1716e · inbound

SUMO: Segment and Track Any Motion with Nonlinear State Space Models cites this paper.

SUMO: Segment and Track Any Motion with Nonlinear State Space Models SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:44:19.468864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation df158df1-66b3-4c15-8e00-63a9bffddb3a · inbound

SAM-MT: Real-Time Interactive Multi-Target Video Segmentation cites this paper.

SAM-MT: Real-Time Interactive Multi-Target Video Segmentation SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-07-10T03:06:43.593613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e7e59353-1601-43bf-a8ba-dfaa5d970eaa · inbound

Efficient Tracking and Understanding Object Transformations cites this paper.

Efficient Tracking and Understanding Object Transformations SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T11:55:12.500740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b18d6867-db27-4f40-8d7e-8f3f21b6abdb · inbound

Lean-SAM2: Target-Anchored Memory and Encoder Acceleration for SAM2 cites this paper.

Lean-SAM2: Target-Anchored Memory and Encoder Acceleration for SAM2 SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T11:43:11.608780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2445129c-2600-47f4-b86a-16dda6dc79fb · inbound

StreamDAM: Presence-Aware Memory for Real-Time Streaming Video Object Segmentation cites this paper.

StreamDAM: Presence-Aware Memory for Real-Time Streaming Video Object Segmentation SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T14:48:54.119308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.