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Paper Citation Record · LEDGER

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges

As of 9 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 1 inbound Pith citation observation for arXiv:2508.02122.

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

pith.paper-citation-record.v1
2508.02122 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:13:27.997267Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T10:27:06.532807Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T13:23:28.784509Z

Reference resolution

58 of 58 outbound references displayed

  • verified exact1
  • verified fuzzy25
  • unresolved32
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2a647aca-558c-4bb2-8710-3845e1ce743c · outbound

This paper cites Unitary Evolution Recurrent Neural Networks.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Unitary Evolution Recurrent Neural Networks

Reference 1

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verified fuzzy
raw_fallback, observed 2026-08-06T05:13:33.734221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:22.188555Z digest=sha256:300302db5f8a984461c065e64da9303203e3d2aa15722d17703183187da33d75

Observation 368ce9a7-7043-41ea-9046-20639a2461a9 · outbound

This paper cites Zoology: Measuring and Improving Recall in Efficient Language Models.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Zoology: Measuring and Improving Recall in Efficient Language Models

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-06T05:13:33.567101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:22.237054Z digest=sha256:feb4e7a8526d98ef1794dec94719fd5a258057e467eaa9b6b204fd9f928799ed

Observation bcfdfe49-3e4f-4d4e-bbff-2453f7375009 · outbound

This paper cites Program Synthesis with Large Language Models.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Program Synthesis with Large Language Models

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:22.359973Z digest=sha256:06b450c6f84acae80f6c67ceaf9a5c8eaf934ec0805c2233785329c92e479e2a

Observation 1d4bf243-7071-452a-bad6-637db99ba7dd · outbound

This paper cites LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding

Reference 4

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unresolved
no resolver link, observed 2026-08-06T05:13:22.436794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:22.436794Z digest=sha256:094f0b3dc281231b94ff99384d5767c5f5fb1e6a948948097f803bda4d502b71

Observation 12021cdd-f62d-4b6d-b3e0-3f9604e3b347 · outbound

This paper cites Longformer: The Long-Document Transformer.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Longformer: The Long-Document Transformer

Reference 5

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no resolver link, observed 2026-08-06T05:13:22.553860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:22.553860Z digest=sha256:1cd3dd7eec47b61ac7fb22ae72fefbb6c2ed7447eed97b8949a052888958535c

Observation 93dc0d04-fe49-4da2-9154-366e7f217ebf · outbound

This paper cites July 2024.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges July 2024

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:13:33.371593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:22.637496Z digest=sha256:1896f580760c0af234c45bf3d5b4e46b3904de3fb14c6d2865f463f29eedce0e

Observation 5b1e9f56-db51-45be-a534-1853f8d89d26 · outbound

This paper cites PIQA: Reasoning about Physical Commonsense in Natural Language.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges PIQA: Reasoning about Physical Commonsense in Natural Language

Reference 7

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raw_fallback, observed 2026-08-06T05:13:33.205874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:22.724966Z digest=sha256:34a02fc3e60e59c5916bce9a2e72553006c423546939734c5691d7bb71d1c406

Observation fd99cb25-22ed-46a9-af97-32593625ed22 · outbound

This paper cites GPT-NeoX-20B: An Open-Source Autoregressive Language Model.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges GPT-NeoX-20B: An Open-Source Autoregressive Language Model

Reference 8

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no resolver link, observed 2026-08-06T05:13:22.831112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:22.831112Z digest=sha256:43e1abd523149bf0308d19653442452b5cee3556789256cc2f56baebb9d3a64a

Observation 7126ba3a-d84a-4e39-af19-2631e8c367fd · outbound

This paper cites MagicPIG: LSH Sampling for Efficient LLM Generation.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges MagicPIG: LSH Sampling for Efficient LLM Generation

Reference 9

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no resolver link, observed 2026-08-06T05:13:22.921318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:22.921318Z digest=sha256:609b2b1ad965f88239c79c58af61d5a651414058ac339f42e1a896c86df636e5

Observation 3ac40526-1e87-4dfc-a38e-272143744160 · outbound

This paper cites Generating Long Sequences with Sparse Transformers.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Generating Long Sequences with Sparse Transformers

Reference 10

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:23.025679Z digest=sha256:ca3db7dfdbccc8b84cec2294a5353d617f4da1ab2a4a13c28647be450569d5c0

Observation a23886f3-e2a5-4060-8f30-fbc27107901b · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:23.141675Z digest=sha256:5ab504d6f4cbcd80e62cf27b34304a369dbe5a3acf932195de2be6f2dc62ed21

Observation 0c93fe36-41c8-4251-8c26-85d244de4247 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Training Verifiers to Solve Math Word Problems

Reference 12

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no resolver link, observed 2026-08-06T05:13:23.236276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:23.236276Z digest=sha256:91c4c113ec54e5b47dae508c0cf377be91de8fa0808c879c9ede6ab7c14ce570

Observation 9c3a389a-3f65-479f-a851-ef6b257518c1 · outbound

This paper cites Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context

Reference 13

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no resolver link, observed 2026-08-06T05:13:23.296967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:23.296967Z digest=sha256:158279307ae63a537bf5b6858641fb224393c904a1b563bda34a93f3ba7017c4

Observation 386fd133-c072-439a-bfd1-50622300560a · outbound

This paper cites FLASHATTENTION: fast and memory- efficient exact attention with IO-awareness.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges FLASHATTENTION: fast and memory- efficient exact attention with IO-awareness

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:13:33.057077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:23.447560Z digest=sha256:89ab5185098f371d9b6ac4375af584192349a57dd113d0370367c1eb22204eec

Observation 5550c7d9-2f2f-413b-b7c7-667e01b05b3c · outbound

This paper cites an unresolved cited work.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Unresolved cited work

Reference 15

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unresolved
raw_fallback, observed 2026-08-06T05:13:32.943779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:23.609847Z digest=sha256:0bf6e80f77273bf06534c8ef52f76fccf4e666aa94725694b6f1f389416f7ae4

Observation 4119fb2b-f658-4bbc-bae1-688e08216c8e · outbound

This paper cites HashAttention: Semantic Sparsity for Faster Inference.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges HashAttention: Semantic Sparsity for Faster Inference

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:23.726642Z digest=sha256:54bf1a1016230ca12a2d7f681024235168d7d7660b6adc539d5f7a21a968e91c

Observation 118f0cf8-4364-44c9-8136-4e51688ab908 · outbound

This paper cites Version 0.7.0.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Version 0.7.0

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:13:32.792330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:23.823821Z digest=sha256:88837d80b3034e840b5eeae140a1ab5c388cc19a6f3337bcee0999cb268fe2bd

Observation a1ae01b1-e3ac-4ca5-ad07-4751e455fac8 · outbound

This paper cites Version v0.0.1.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Version v0.0.1

Reference 18

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no resolver link, observed 2026-08-06T05:13:23.931598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:23.931598Z digest=sha256:26bc1f57e949cacdf723efa279f2249bbe0cdf089e3aa2cad66eba32912876d4

Observation ef11391c-7019-46e6-a8d8-305f5bda71af · outbound

This paper cites SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs

Reference 19

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no resolver link, observed 2026-08-06T05:13:24.097732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:24.097732Z digest=sha256:96ad35e9d0118668a150f453b8f412828e77a95b97ec5467a3f78cd41df671fc

Observation 358dc9b6-3286-4880-8740-cfebf2f0b9fd · outbound

This paper cites Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T05:13:24.185141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:24.185141Z digest=sha256:99438cda1eda503cd44d6d6ea1b6ea2ce3f79ab9a2f40d19bf21a44aa3b3f2f5

Observation 3e2c9717-04ff-43ab-bb4c-fd9648c11905 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 21

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no resolver link, observed 2026-08-06T05:13:24.308463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:24.308463Z digest=sha256:3ff953bfd7b686132ebed4fb3ccba59a59db6cca620cafa3b444b3560b12bf2e

Observation b6853357-3049-4c46-8d83-6c6853962509 · outbound

This paper cites Scaling laws and compute- optimal training beyond fixed training durations.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Scaling laws and compute- optimal training beyond fixed training durations

Reference 22

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verified fuzzy
raw_fallback, observed 2026-08-06T05:13:32.610512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:24.441247Z digest=sha256:52bd088daadf77849d0d1c4fe2c5a9ef2028cf06c107ecc605e7ec8d1b14ec7e

Observation f937ead2-884c-4fd7-92c9-ee9248fe6457 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Measuring Massive Multitask Language Understanding

Reference 23

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no resolver link, observed 2026-08-06T05:13:24.586872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:24.586872Z digest=sha256:79e43c3dc03c43c598e8556fc414f19591e8703e0409866b414933b912fe9802

Observation 7c426eb1-39f7-4688-a79e-eb46f84e3666 · outbound

This paper cites Mea- suring Massive Multitask Language Understanding.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Mea- suring Massive Multitask Language Understanding

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-06T05:13:32.439025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:24.681083Z digest=sha256:b77cebbbf9ed14a734e26e2466f7d6b1b12dcee5682a26d816d0a8a990cf3051

Observation 693acf9b-b738-4cd7-a5eb-9b659fc8572e · outbound

This paper cites An Empirical Analysis of Compute- Optimal Large Language Model Training.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges An Empirical Analysis of Compute- Optimal Large Language Model Training

Reference 25

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raw_fallback, observed 2026-08-06T05:13:32.284199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:24.784962Z digest=sha256:36130954ec96edb9f5482b90b76df129a412490c7fe1a568f38d9548a71b7172

Observation 59aee66d-fc25-4f66-a3fd-ac78e9aa5abd · outbound

This paper cites RULER: What's the Real Context Size of Your Long-Context Language Models?.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges RULER: What's the Real Context Size of Your Long-Context Language Models?

Reference 26

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no resolver link, observed 2026-08-06T05:13:24.898366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:24.898366Z digest=sha256:9f098db67743833c8b492c71854a7068c3f97e9b924fd628642adac8b59b5e7e

Observation 0ef640d0-0837-4efa-93d2-fe9c73c6979e · outbound

This paper cites 2025.url:https://github.com/huggingface/ open-r1.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges 2025.url:https://github.com/huggingface/ open-r1

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-06T05:13:32.061706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:24.979034Z digest=sha256:36d4863bfa33cc1fdbba4673f406008a3f7c5670b6b9e60672c28e28af145471

Observation abf7914b-eabc-4104-ad85-8cc45b3c5f38 · outbound

This paper cites TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

Reference 28

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no resolver link, observed 2026-08-06T05:13:25.097434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:25.097434Z digest=sha256:c7ac23c6b912bdb9c9c70c2d0119c599440fd3fbe84d4516e283d656f45d1315

Observation 600e0305-9fc1-49b5-80e8-f3329820426f · outbound

This paper cites 2023.url:https://github.com/gkamradt/LLMTest_NeedleInAHaystack.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges 2023.url:https://github.com/gkamradt/LLMTest_NeedleInAHaystack

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-06T05:13:31.913841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:25.244912Z digest=sha256:d3a3548bfedb737afbaf15d28750f7c4cede263bd876f044078df75b1e262344

Observation 6a28eb6c-d354-4f5c-9228-36dabe6304ef · outbound

This paper cites Predictable Scale: Part I, Step Law -- Optimal Hyperparameter Scaling Law in Large Language Model Pretraining.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Predictable Scale: Part I, Step Law -- Optimal Hyperparameter Scaling Law in Large Language Model Pretraining

Reference 30

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no resolver link, observed 2026-08-06T05:13:25.344416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:25.344416Z digest=sha256:a25443c15a84035f235b31fb23a5c9f2c4bf3a72f0cd34e31123a2d839f98002

Observation 8dd52f1e-9ce5-4e3f-9f82-6e4810a66614 · outbound

This paper cites Snapkv: Llm knows what you are looking for before generation.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Snapkv: Llm knows what you are looking for before generation

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-06T05:13:31.722871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:25.445425Z digest=sha256:c5e2304acc897bd01a921ceb8d0c444cb3e7a8e4cb34be85b070c45649b58209

Observation 9c9c6440-56b6-4d4a-bbd1-9884544c9f16 · outbound

This paper cites DeepSeek-V3 Technical Report.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges DeepSeek-V3 Technical Report

Reference 32

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unresolved
no resolver link, observed 2026-08-06T05:13:25.544690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:25.544690Z digest=sha256:a8a0e36cb46b53df041bf03666604d82b2b34d4f32b7526232d258ed4867da97

Observation 812a001d-9aae-473b-978e-53cf1d822590 · outbound

This paper cites ClusterKV: Manipulating LLM KV Cache in Semantic Space for Recallable Compression.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges ClusterKV: Manipulating LLM KV Cache in Semantic Space for Recallable Compression

Reference 33

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no resolver link, observed 2026-08-06T05:13:25.650128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:25.650128Z digest=sha256:90063076abab0bec80314e1e4f412640284fa84a39f58a329415c3386fd31ab1

Observation b29cce81-0def-440f-b7d6-a0560c99c366 · outbound

This paper cites Lost in the middle: How language models use long contexts.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Lost in the middle: How language models use long contexts

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:13:31.501854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:25.734992Z digest=sha256:909563fb5cc8728814935cee82e98221fda1c778f63a294ce7f9b8c25afd29b5

Observation 7a5d383f-d932-4999-a0f3-2b5cc08172ef · outbound

This paper cites Decoupled Weight Decay Regularization.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Decoupled Weight Decay Regularization

Reference 35

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unresolved
no resolver link, observed 2026-08-06T05:13:25.835725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:25.835725Z digest=sha256:447a5df5016dad3dedb0969d48891a5ddbe07a095ae790808aa69f90eb6d15db

Observation 2e9144a4-93f2-4dcb-af2f-c606db3ceb13 · outbound

This paper cites From softmax to sparsemax: A sparse model of attention and multi-label classification.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges From softmax to sparsemax: A sparse model of attention and multi-label classification

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:13:31.185751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:25.934982Z digest=sha256:37f384752387d43d5cada7002726d5a147b76b23f305e4ffbec377a3a48480e3

Observation a44b49df-f022-4076-8f4e-367cbf23f31c · outbound

This paper cites Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering

Reference 37

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unresolved
no resolver link, observed 2026-08-06T05:13:26.037193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:26.037193Z digest=sha256:ae5a9d39112bc37b3375f452acc094b4001d8bb2b2d5125f2f0c19bddfa4e46c

Observation 8117ae4f-78ea-484c-a7f3-ab9cc2dfd3fb · outbound

This paper cites an unresolved cited work.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T05:13:30.929409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:26.137631Z digest=sha256:ba98bba4cd420cf40e87bf812f446839c565b13228f1c518dcb0de5d9826fb1c

Observation ad9531d0-569b-43c7-9a75-bf5d1468a120 · outbound

This paper cites In-context Learning and Induction Heads.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges In-context Learning and Induction Heads

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:13:30.773572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:26.226394Z digest=sha256:7878b119e3bfd8549918199c813df6ce75beb53cbc953c6dff64a5bfc7aed8ff

Observation 69737d57-f949-4d5f-8632-d051a9b416c1 · outbound

This paper cites The LAMBADA Dataset: Word Prediction Requiring a Broad Discourse Context.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges The LAMBADA Dataset: Word Prediction Requiring a Broad Discourse Context

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:13:30.597770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:26.295232Z digest=sha256:b8f32c28783f2d5aaaa4867ec7574b1ba34a8245cccd9a7f76390a99a2c69129

Observation 0ed3b7b8-4994-49b0-a5d2-f3f455c65608 · outbound

This paper cites Generative agents: Interactive simulacra of human behavior.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Generative agents: Interactive simulacra of human behavior

Reference 41

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verified fuzzy
raw_fallback, observed 2026-08-06T05:13:30.473364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:26.382762Z digest=sha256:13c60c23aba857e5904cbfcd607b72ea66e4f60db7f347b321c274229b71d6d3

Observation 5d01e580-3d8b-4b45-90a2-a0e4efdc8f95 · outbound

This paper cites CKConv: Continuous Kernel Convolution For Sequential Data.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges CKConv: Continuous Kernel Convolution For Sequential Data

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T05:13:26.476296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:26.476296Z digest=sha256:f809efbdab64efdda1e681e6404f51a8e5c3ba6070f02ff8b8c19113cd2f9e88

Observation 82aa9f7d-8cf0-4dfd-ac3b-19123ae5fc71 · outbound

This paper cites Winogrande: An Adversarial Winograd Schema Challenge at Scale.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Winogrande: An Adversarial Winograd Schema Challenge at Scale

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:13:30.303993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:26.547570Z digest=sha256:cc888fa2a3a60daff04bc6b9c6e47e1fd8fb11b7d41b3969baf65727ca1ba2e6

Observation ae2f83c3-8555-421f-bf0c-ae9bdf60e911 · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T05:13:26.640965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:26.640965Z digest=sha256:57544b7017869a073d47986f63a1fe3377479d2932c91ae7d70ff799eeea1eb4

Observation 2cc82673-d8e4-4c51-bb04-db84894d7c55 · outbound

This paper cites Challenging big-bench tasks and whether chain-of-thought can solve them.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Challenging big-bench tasks and whether chain-of-thought can solve them

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:13:30.100625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:26.737649Z digest=sha256:f13e3edc2730ea8c0750881045c33af4e99c7f45a714e7aaf7c1a12c729ae7ae

Observation 04a86c25-4a78-4a76-b2bf-f96548106389 · outbound

This paper cites Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T05:13:26.840060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:26.840060Z digest=sha256:46a8d39d79051b0e52cf8b94dfc52ae7e0e64dbe91a312e5de29358b4d9d55dc

Observation 7455a45c-1aeb-4acd-8eb9-68ac869ae7f0 · outbound

This paper cites an unresolved cited work.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T05:13:29.936579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:26.916626Z digest=sha256:274ca7fb580df8fa8c9afe426f97a276cb537acb2c81b1a40080184720c7df53

Observation bfc91a79-d5db-4655-b423-05cec97c8cad · outbound

This paper cites Attention Is All You Need.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Attention Is All You Need

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:13:29.787504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:26.990242Z digest=sha256:9a808bc6da4948a51aff77c718816891a9efe4041af786a4c1edfcc8eebf010a

Observation f6a81c27-b5d7-4a8a-a2ca-fbc7cbc6f8ea · outbound

This paper cites Transformers: State-of-the-Art Natural Language Processing.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Transformers: State-of-the-Art Natural Language Processing

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:13:29.582844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:27.051623Z digest=sha256:e0acb0d50a5c935519f44a7a42a6d416f6772d40afa66a4e4fe87a3daf1bf007

Observation 1c56fe4d-599b-462e-9db5-699d2f61edbb · outbound

This paper cites InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory

Reference 50

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no resolver link, observed 2026-08-06T05:13:27.143334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:27.143334Z digest=sha256:09b9af06907980df9e103ece1b48ffecd7ce926e928437b891706cdfdcc9683e

Observation 0578d433-6bfb-4e80-a395-496323676242 · outbound

This paper cites Effective Long-Context Scaling of Foundation Models.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Effective Long-Context Scaling of Foundation Models

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T05:13:27.252272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:27.252272Z digest=sha256:7791144282fdb66d73ee1e722d7f579873a4174387abee36f92ab1ef142d4be5

Observation 4aa87b5b-56b8-4e86-9a9a-febe2ba20d1a · outbound

This paper cites Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T05:13:27.354794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:27.354794Z digest=sha256:f80327eb4fd00f29eb8191caba8ec1686d0a0f4c9f260ea93c0c00302bcab184

Observation ce0c81fe-1fee-4639-bbc5-15272358d4fd · outbound

This paper cites Big bird: Transformers for longer sequences.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges Big bird: Transformers for longer sequences

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:13:29.429233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:27.449338Z digest=sha256:9e5e8657a9e99cb00aba2c730383eaddf818aa6ad47757f54c953866e0649d00

Observation aec94cf3-9775-4914-901d-180330e07ff7 · outbound

This paper cites HellaSwag: Can a Machine Really Finish Your Sentence?.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges HellaSwag: Can a Machine Really Finish Your Sentence?

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:13:29.270021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:27.557202Z digest=sha256:b1314a2d61d7de1f15c0c705331192540644f4aa72d25ee47d7535900e7d0164

Observation 3d0b4a51-b3ee-462f-9e79-f2da65fab369 · outbound

This paper cites DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-08-06T05:13:28.210636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:27.644720Z digest=sha256:d4430e07d2098c75819499e7de148145bb158828ec210e8fe311bbab081389e5

Observation e79cda59-63c1-433c-a4fc-ff929dd25519 · outbound

This paper cites CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T05:13:27.752455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:13:27.752455Z digest=sha256:486f51a1e29ffb80ffb50cebb48853edf817092ba1bb66892f79e3f8905ccfd8

Observation a5b08980-abf9-4cb7-9d71-c1a936a93898 · outbound

This paper cites H2o: Heavy-hitter oracle for efficient generative inference of large language models.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges H2o: Heavy-hitter oracle for efficient generative inference of large language models

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:13:29.086332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:27.876576Z digest=sha256:eaabb79dfb76d3d7e7a0c525fa124ac7c6773bf399d60e1200ef7a145effbe50

Observation e2e53620-0c83-4e13-9a0c-4436765b0796 · outbound

This paper cites LLM MapReduce: Simplified Long-Sequence Processing using Large Language Models.

An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges LLM MapReduce: Simplified Long-Sequence Processing using Large Language Models

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:13:28.858327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T05:13:27.997267Z digest=sha256:a40ac4219ae03c459be2606aeeba2a514cacae977189cac783a94eeb479ea4df

Pith citing papers

Observation f96b6f85-50d3-4f73-aa12-da648c3d050e · inbound

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion cites this paper.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-06-29T13:23:28.786346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-29T10:27:06.532807Z digest=sha256:d1d7bc887bdfc4160e3060a0e8d992946dc839f9b258db0af843fa8d7571e2d5