Paper Citation Record · LEDGER

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model

As of 7 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2505.24476.

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

pith.paper-citation-record.v1
2505.24476 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:26:41.196274Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-11T01:03:50.055081Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

49 of 49 outbound references displayed

verified exact0
verified fuzzy27
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 12862d8f-9f4e-4c32-92fd-43b7cf5759c4 · outbound

This paper cites Weather forecasting model using artificial neural network.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Weather forecasting model using artificial neural network

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:46.929750Z

Source-reported events for the cited work

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

Observation 4cbfb777-64ab-45ab-b540-8b4f9d86360a · outbound

This paper cites GPT-4 Technical Report.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:36.101348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84fd21bd-c152-4183-a36b-a88f313169be · outbound

This paper cites Flamingo: a visual language model for few-shot learning.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Flamingo: a visual language model for few-shot learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:36.221344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 918baa52-62bb-4659-8d61-b7066d325f3c · outbound

This paper cites Spatio-temporal atten- tion and magnification for classification of parkinson’s dis- ease from videos collected via the internet.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Spatio-temporal atten- tion and magnification for classification of parkinson’s dis- ease from videos collected via the internet

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:46.736972Z

Source-reported events for the cited work

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

Observation 0cf3ff27-b411-47ad-8d17-19802bf01de8 · outbound

This paper cites Frozen in time: A joint video and image encoder for end-to-end retrieval.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Frozen in time: A joint video and image encoder for end-to-end retrieval

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:46.513806Z

Source-reported events for the cited work

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

Observation 7af58b41-74a9-4793-b4e9-fd7764968626 · outbound

This paper cites Unsupervised skin tissue seg- mentation for remote photoplethysmography.Pattern Recog- nition Letters, 124:82–90, 2019.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Unsupervised skin tissue seg- mentation for remote photoplethysmography.Pattern Recog- nition Letters, 124:82–90, 2019

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:46.293218Z

Source-reported events for the cited work

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

Observation 65b978b2-1115-4f59-b512-fb8b03deab5c · outbound

This paper cites Counting out time: Class agnostic video repetition counting in the wild.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Counting out time: Class agnostic video repetition counting in the wild

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:46.132755Z

Source-reported events for the cited work

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

Observation 92ce95c6-1628-4040-9af4-001e871340e4 · outbound

This paper cites Imagebind: One embedding space to bind them all.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Imagebind: One embedding space to bind them all

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:36.789723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c432380-8d0f-4fe8-b7d2-01f4807c0391 · outbound

This paper cites Onellm: One framework to align all modalities with language.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Onellm: One framework to align all modalities with language

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:45.990192Z

Source-reported events for the cited work

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

Observation a7525ece-647e-4494-885e-93ce06bc3a3b · outbound

This paper cites Transrac: Encoding multi- scale temporal correlation with transformers for repetitive action counting.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Transrac: Encoding multi- scale temporal correlation with transformers for repetitive action counting

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:45.805041Z

Source-reported events for the cited work

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

Observation d5548a28-b176-487e-b119-c518b59ed7ac · outbound

This paper cites Gradient-based learning applied to document recog- nition.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Gradient-based learning applied to document recog- nition

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:45.644751Z

Source-reported events for the cited work

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

Observation e750023a-14f3-4c24-babe-6f4ce3e6fa32 · outbound

This paper cites BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:37.242460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f13594f2-885c-4c3f-9901-677686589a63 · outbound

This paper cites VideoChat: Chat-Centric Video Understanding.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model VideoChat: Chat-Centric Video Understanding

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:37.478169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 674c586f-df16-40d6-af94-b8bbbb4d0606 · outbound

This paper cites Mvbench: A comprehensive multi-modal video understand- ing benchmark.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Mvbench: A comprehensive multi-modal video understand- ing benchmark

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:45.462551Z

Source-reported events for the cited work

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

Observation dda92986-97d9-43fb-b6ad-ba90a10bd94c · outbound

This paper cites LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:37.635595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80037537-0ada-4b6f-8738-8d5a85a0b438 · outbound

This paper cites Visual instruction tuning.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Visual instruction tuning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:37.764451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ac7c2ef-6883-4c64-aacb-a4227e71242e · outbound

This paper cites Visual instruction tuning.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Visual instruction tuning

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:45.291001Z

Source-reported events for the cited work

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

Observation 610e1dfd-bbd6-458f-b3f3-251567ad856b · outbound

This paper cites BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:37.966867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 611f6091-2bed-4af1-8103-69615c1bbfa6 · outbound

This paper cites Multi-task temporal shift attention networks for on-device contactless vitals measurement.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Multi-task temporal shift attention networks for on-device contactless vitals measurement

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:45.107786Z

Source-reported events for the cited work

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

Observation 13e71bfd-534c-4fad-8ec7-149c1ffbcd95 · outbound

This paper cites Metaphys: few-shot adaptation for non-contact physiological measurement.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Metaphys: few-shot adaptation for non-contact physiological measurement

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:44.902610Z

Source-reported events for the cited work

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

Observation ffd5db9c-9368-4d78-a5c8-5f9088ea1c7c · outbound

This paper cites rppg-mae: Self-supervised pretraining with masked autoencoders for remote physiological mea- surements.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model rppg-mae: Self-supervised pretraining with masked autoencoders for remote physiological mea- surements

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:44.766834Z

Source-reported events for the cited work

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

Observation 8a9a7369-54f5-4690-be37-7787afa129cb · outbound

This paper cites Monitoring gait at home with radio waves in parkin- son’s disease: A marker of severity, progression, and med- ication response.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Monitoring gait at home with radio waves in parkin- son’s disease: A marker of severity, progression, and med- ication response

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:44.590971Z

Source-reported events for the cited work

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

Observation 973b1dcb-5803-48b2-8af3-dc06e38d4cbd · outbound

This paper cites Class-agnostic counting.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Class-agnostic counting

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:38.412852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfaac4a5-84b8-4ac2-8be8-56041cfd1e0c · outbound

This paper cites Dual-gan: Joint bvp and noise modeling for remote physiological measurement.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Dual-gan: Joint bvp and noise modeling for remote physiological measurement

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:44.381673Z

Source-reported events for the cited work

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

Observation 686f69cf-32f0-4314-866d-865c346f2ca7 · outbound

This paper cites Gpt as psychologist? preliminary evaluations for gpt-4v on visual affective computing.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Gpt as psychologist? preliminary evaluations for gpt-4v on visual affective computing

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:44.249877Z

Source-reported events for the cited work

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

Observation 1646c9f3-a123-4005-9125-201509576e94 · outbound

This paper cites Valley: Video Assistant with Large Language model Enhanced abilitY.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Valley: Video Assistant with Large Language model Enhanced abilitY

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:38.671225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e527dfdf-c073-4f43-9b68-c8f8baf1c070 · outbound

This paper cites Video Anomaly Detection and Explanation via Large Language Models.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Video Anomaly Detection and Explanation via Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:38.782882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c97df41-17c7-4c0d-bfc3-2501ff45c4df · outbound

This paper cites Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:38.978338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a28d83c-ab3a-4a6a-b106-4c92d7ee47d3 · outbound

This paper cites Rhythmnet: End-to-end heart rate estimation from face via spatial-temporal representation.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Rhythmnet: End-to-end heart rate estimation from face via spatial-temporal representation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:44.140620Z

Source-reported events for the cited work

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

Observation 56d561e9-bf6e-471b-9b9d-e63f34a36c10 · outbound

This paper cites Teaching clip to count to ten.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Teaching clip to count to ten

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:43.978295Z

Source-reported events for the cited work

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

Observation 212d9f27-fb78-4801-9099-99350d1347a9 · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Learning transferable visual models from natural language supervi- sion

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:39.311237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff64faad-7d96-4386-8e25-b5de3e244a3f · outbound

This paper cites The first vision for vitals (v4v) chal- lenge for non-contact video-based physiological estimation.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model The first vision for vitals (v4v) chal- lenge for non-contact video-based physiological estimation

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:43.677266Z

Source-reported events for the cited work

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

Observation 3fc0cd5e-e2f7-4d2e-935d-971e0f6ccc78 · outbound

This paper cites Deepdownscale: A deep learning strategy for high-resolution weather forecast.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Deepdownscale: A deep learning strategy for high-resolution weather forecast

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:43.321479Z

Source-reported events for the cited work

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

Observation 1cd922ac-b9e6-4c6e-9705-6f2784960977 · outbound

This paper cites A dataset of clinically recorded radar vital signs with synchro- nised reference sensor signals.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model A dataset of clinically recorded radar vital signs with synchro- nised reference sensor signals

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:43.042615Z

Source-reported events for the cited work

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

Observation be9a5392-2821-468b-a844-3dbc5215ec76 · outbound

This paper cites Predicting weather forecast uncertainty with machine learning.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Predicting weather forecast uncertainty with machine learning

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:42.717639Z

Source-reported events for the cited work

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

Observation de78f4ba-eddb-4fcf-80e9-6584c9e61adc · outbound

This paper cites MetNet: A Neural Weather Model for Precipitation Forecasting.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model MetNet: A Neural Weather Model for Precipitation Forecasting

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:39.746071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55fedec0-0456-487b-a216-073ef7c86cc2 · outbound

This paper cites Deepphase: Periodic autoencoders for learning motion phase manifolds.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Deepphase: Periodic autoencoders for learning motion phase manifolds

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:42.480672Z

Source-reported events for the cited work

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

Observation 943d25ea-8216-4171-8e5d-03a71c385f81 · outbound

This paper cites Non-contact video-based pulse rate measurement on a mo- bile service robot.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Non-contact video-based pulse rate measurement on a mo- bile service robot

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:42.277148Z

Source-reported events for the cited work

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

Observation 54f45eaa-2e8a-4f42-8af7-ef0d2dfefbfe · outbound

This paper cites PandaGPT: One Model To Instruction-Follow Them All.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model PandaGPT: One Model To Instruction-Follow Them All

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:39.988205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a34077e2-f590-4255-bb38-febc13b2ca2a · outbound

This paper cites LibCity: A Unified Library Towards Efficient and Comprehensive Urban Spatial-Temporal Prediction.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model LibCity: A Unified Library Towards Efficient and Comprehensive Urban Spatial-Temporal Prediction

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:40.045208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a97c8d8d-f09c-42ac-9aa4-0f804dc839c5 · outbound

This paper cites Image enhancement for remote photoplethys- mography in a low-light environment.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Image enhancement for remote photoplethys- mography in a low-light environment

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:42.077342Z

Source-reported events for the cited work

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

Observation b49b6d0a-5076-4220-8a9a-92379d5716ae · outbound

This paper cites Zero-shot video question answering via frozen bidirectional language models.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Zero-shot video question answering via frozen bidirectional language models

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:41.917560Z

Source-reported events for the cited work

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

Observation 9dfed180-a7c8-4d9e-8d5a-ae491389c35f · outbound

This paper cites SimPer: Simple Self-Supervised Learning of Periodic Targets.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model SimPer: Simple Self-Supervised Learning of Periodic Targets

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:40.364463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 926f2099-1b84-45fe-81f4-999e10680b7e · outbound

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

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:40.521243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8af1f0b-efbc-41c0-a9b0-f633f5d3f4fc · outbound

This paper cites Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:40.811239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d41438c-a5aa-4015-a8b5-ecf9904cb1cd · outbound

This paper cites LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:40.943300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 745b5ac2-42af-4aff-9f0e-5e26c81d25ca · outbound

This paper cites Repeti- tive activity counting by sight and sound.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Repeti- tive activity counting by sight and sound

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:26:41.716110Z

Source-reported events for the cited work

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

Observation 3b095a31-4f74-450e-9576-98194036a62b · outbound

This paper cites Advancing Generalizable Remote Physiological Measurement through the Integration of Explicit and Implicit Prior Knowledge.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Advancing Generalizable Remote Physiological Measurement through the Integration of Explicit and Implicit Prior Knowledge

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:41.121678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc4a7eaf-4129-4307-a822-d4f38716a8a7 · outbound

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

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:41.196274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ee3f780b-6a0a-46b4-850c-d81656d4dd2a · inbound

OralMLLM-Bench: Evaluating Cognitive Capabilities of Multimodal Large Language Models in Dental Practice cites this paper.

OralMLLM-Bench: Evaluating Cognitive Capabilities of Multimodal Large Language Models in Dental Practice Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-11T01:05:50.217742Z

Source-reported events for the cited work

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