Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:26:41.196274Z
Paper Citation Record · LEDGER
Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model
As of 16 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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-11T01:03:50.055081Z
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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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
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- 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 2026-08-16T06:30:59.297886+00:00.