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Paper Citation Record · LEDGER

Janus: Collaborative Vision Transformer Under Dynamic Network Environment

As of 11 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2502.10047.

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

pith.paper-citation-record.v1
2502.10047 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T19:43:09.882883Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

47 of 47 outbound references displayed

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External citation measurements

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Outbound references

Observation e6ca1531-82c1-47ba-b53b-c1a986c2fec1 · outbound

This paper cites A survey of vision-based traffic monitoring of road intersections,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment A survey of vision-based traffic monitoring of road intersections,

Reference 1

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Observation 0683d4ee-ab01-4869-83a6-06029d8d882b · outbound

This paper cites A Guide to Video Analytics: Applications and Opportuni- ties,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment A Guide to Video Analytics: Applications and Opportuni- ties,

Reference 2

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Observation 4f78f100-57c4-4c8c-9143-6cf5672e58c9 · outbound

This paper cites Video Analytics in Practical AI Applications [2024 Guide],.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Video Analytics in Practical AI Applications [2024 Guide],

Reference 3

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Observation 6220d2cf-1fe1-4452-8682-54789bf970f8 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment An image is worth 16x16 words: Transformers for image recognition at scale,

Reference 4

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Observation ca75d630-c4fc-47a3-bcd4-06a354a69e61 · outbound

This paper cites Exploring plain vision transformer backbones for object detection,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Exploring plain vision transformer backbones for object detection,

Reference 5

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Observation 7f54d85a-100b-486c-b4fc-4b43d13f2961 · outbound

This paper cites Semantic segmentation using Vision Transformers: A survey,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Semantic segmentation using Vision Transformers: A survey,

Reference 6

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Observation b3a92702-0ac8-40cf-afba-ab0a833fa31d · outbound

This paper cites Videomae v2: Scaling video masked autoencoders with dual masking,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Videomae v2: Scaling video masked autoencoders with dual masking,

Reference 7

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Observation a752fde7-43e7-472f-9b34-5e27620c1979 · outbound

This paper cites Transformers in Vision: A Survey,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Transformers in Vision: A Survey,

Reference 8

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Observation 3b5cbb30-558f-44b5-88bd-0a3adc5bb8d9 · outbound

This paper cites A survey on vision transformer,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment A survey on vision transformer,

Reference 9

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Observation 50c516ef-3e4f-45bb-91b3-161fd8ccc4ed · outbound

This paper cites MMClassification,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment MMClassification,

Reference 10

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Observation b40921ac-46d1-4a73-932e-46e37297e72a · outbound

This paper cites Learning Efficient Vision Transformers via Fine-Grained Manifold Distillation,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Learning Efficient Vision Transformers via Fine-Grained Manifold Distillation,

Reference 11

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Observation a225a792-e40c-4b9e-b9de-5428d49f76de · outbound

This paper cites SA ViT: Structure-Aware Vision Transformer Pruning via Collaborative Optimization,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment SA ViT: Structure-Aware Vision Transformer Pruning via Collaborative Optimization,

Reference 12

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Observation 02b7c359-bba6-4220-9966-17915e763759 · outbound

This paper cites PTQ4ViT: Post-training Quantization for Vision Transformers with Twin Uniform Quantization,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment PTQ4ViT: Post-training Quantization for Vision Transformers with Twin Uniform Quantization,

Reference 13

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Observation 436c5f2c-6057-4a1e-9af7-0c2267aea0fb · outbound

This paper cites ShiftAddNAS: Hardware- inspired search for more accurate and efficient neural networks,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment ShiftAddNAS: Hardware- inspired search for more accurate and efficient neural networks,

Reference 14

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Source-reported events for the cited work

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Observation d27d8af9-b303-4099-ba57-d96c18c8b505 · outbound

This paper cites MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer,

Reference 15

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Observation 7469e850-f026-4c9a-a458-c674998c237e · outbound

This paper cites Decomposable Intelligence on Cloud-Edge IoT Framework for Live Video Analytics,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Decomposable Intelligence on Cloud-Edge IoT Framework for Live Video Analytics,

Reference 16

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Observation 13062d8a-f574-4849-b480-98b73c6b4a7e · outbound

This paper cites SPINN: Synergistic progressive inference of neural networks over device and cloud,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment SPINN: Synergistic progressive inference of neural networks over device and cloud,

Reference 17

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Observation 6ff409be-c56f-4581-b2f5-e54137c51893 · outbound

This paper cites Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge,

Reference 18

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Observation 1046b6c1-50b8-4912-9333-ccfa83ae4511 · outbound

This paper cites CNNPC: End- Edge-Cloud Collaborative CNN Inference With Joint Model Partition and Compression,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment CNNPC: End- Edge-Cloud Collaborative CNN Inference With Joint Model Partition and Compression,

Reference 19

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Observation 617f56f5-9266-4a1e-a648-5ad8c678a72e · outbound

This paper cites Lzw data compression,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Lzw data compression,

Reference 20

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Observation a847a1f6-e4da-47e6-b1fe-5af4191decc3 · outbound

This paper cites Ofcom Publish Benchmarks of UK 5G, 4G and 3G Mobile Networks,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Ofcom Publish Benchmarks of UK 5G, 4G and 3G Mobile Networks,

Reference 21

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Observation c8cba764-79a3-4ca8-ab67-820acc1662d9 · outbound

This paper cites An in-depth study of uplink performance of 5G mmWave networks,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment An in-depth study of uplink performance of 5G mmWave networks,

Reference 22

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Observation 6c4024f1-d3cb-49e8-af03-4ac504f71fb5 · outbound

This paper cites Imagenet: A large-scale hierarchical image database,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Imagenet: A large-scale hierarchical image database,

Reference 23

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Observation b8ffcc6c-2ef9-4acb-903f-18448358e235 · outbound

This paper cites Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems,

Reference 24

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Observation b6acdf93-17b6-44e9-ad5d-c7ce24992359 · outbound

This paper cites A Reconfigurable Neural Ar- chitecture for Edge–Cloud Collaborative Real-Time Object Detection,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment A Reconfigurable Neural Ar- chitecture for Edge–Cloud Collaborative Real-Time Object Detection,

Reference 25

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Observation b9e129e0-0166-4a43-b852-263a4a036346 · outbound

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Janus: Collaborative Vision Transformer Under Dynamic Network Environment Adaptive Token Sampling for Efficient Vision Transformers,

Reference 26

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Observation df98aac6-e052-4ecf-801a-7847f4cfe6e1 · outbound

This paper cites Token Merging: Your ViT But Faster,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Token Merging: Your ViT But Faster,

Reference 27

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Observation 9dc231cf-9d5d-40f4-b293-4279ac933c06 · outbound

This paper cites Improving fairness, efficiency, and stability in http-based adaptive video streaming with festive,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Improving fairness, efficiency, and stability in http-based adaptive video streaming with festive,

Reference 28

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Observation 6a238989-e843-47a0-9565-bca2ac937cb8 · outbound

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Janus: Collaborative Vision Transformer Under Dynamic Network Environment OpenCV - Open Computer Vision Library,

Reference 29

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Observation 6982de04-4856-4029-a42b-39c14626442c · outbound

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Janus: Collaborative Vision Transformer Under Dynamic Network Environment Pytorch Image Models (timm) | timmdocs,

Reference 30

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 5f6267d1-15f0-4d29-98a2-d4fdeeaf9677 · outbound

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Janus: Collaborative Vision Transformer Under Dynamic Network Environment NVIDIA Jetson Orin,

Reference 31

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 0addad24-bde6-4eb7-be63-4f1537642c09 · outbound

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Janus: Collaborative Vision Transformer Under Dynamic Network Environment Elastic Compute Service,

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation cd7bdd5f-97f7-4d77-81f7-5f8ae25c411d · outbound

This paper cites The Kinetics Human Action Video Dataset.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment The Kinetics Human Action Video Dataset

Reference 33

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Source-reported events for the cited work

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Observation fd44a12c-9c23-4924-a194-c46d08291b00 · outbound

This paper cites Masked Autoencoders As Spatiotemporal Learners,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Masked Autoencoders As Spatiotemporal Learners,

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 2f8bef32-1b8b-437b-bf47-edee9ba65936 · outbound

This paper cites IA-RED ˆ2: Interpretability-Aware Redundancy Reduction for Vision Transformers,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment IA-RED ˆ2: Interpretability-Aware Redundancy Reduction for Vision Transformers,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:43:10.130179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T19:43:09.824435Z digest=sha256:d220f20a989d6f29a531dc76681f8fdef70f44f77597fd0de69c48a449a2c795

Observation 861ee4a2-994d-483e-8568-8cd7e15a525e · outbound

This paper cites Patch slimming for efficient vision transformers,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Patch slimming for efficient vision transformers,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:43:10.114941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T19:43:09.829348Z digest=sha256:eae7297d105c4a263cc14ff9810e4ea6b52702a960a9ef01bc4d85947ba742cc

Observation 188f8bca-7e39-425e-8f70-5b494543c1af · outbound

This paper cites Evo-vit: Slow-fast token evolution for dynamic vision transformer,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Evo-vit: Slow-fast token evolution for dynamic vision transformer,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:43:10.099719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T19:43:09.834490Z digest=sha256:234ebcf6d50ac9d58252f661b845f3d836f029ed558decf2209351903b8fa5c9

Observation 1f7d627b-70f4-4cf5-9540-995461a00757 · outbound

This paper cites Width & depth pruning for vision transformers,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Width & depth pruning for vision transformers,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:43:10.083699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T19:43:09.839273Z digest=sha256:fbd321162a2f42625d4ae0c9ef3d6a4570910f5c23c73a8cc71301f0ea86bb44

Observation 60d71e64-814c-4e42-b394-452c4d27ad03 · outbound

This paper cites PSAQ-ViT V2: Toward Accurate and General Data-Free Quantization for Vision Transformers,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment PSAQ-ViT V2: Toward Accurate and General Data-Free Quantization for Vision Transformers,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:43:10.067167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T19:43:09.844165Z digest=sha256:3d49f1e4cf226643b2603e2261e7fb96ef455be7ac6d3c8486ac99771e624dc9

Observation 9c952f11-084d-4606-bdbb-90c6664213bf · outbound

This paper cites Lite vision transformer with enhanced self-attention,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Lite vision transformer with enhanced self-attention,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:43:10.051655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T19:43:09.849102Z digest=sha256:5a4046de51e1df626b421c69084f50f8eb08692a3dbe3f56a9f487d8219e3f14

Observation ef59d8d5-9fa7-4031-8e81-1b30248d5c1e · outbound

This paper cites In-situ ai: Towards autonomous and incremental deep learning for iot systems,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment In-situ ai: Towards autonomous and incremental deep learning for iot systems,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:43:10.036524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T19:43:09.853880Z digest=sha256:b109aa59c2946a622f5c17fc0c6eeeb77b4a51c1afcb5e8818eee81dc5058bd4

Observation 6840ba85-975f-4310-a4df-4a6590975fd4 · outbound

This paper cites Computation Offload- ing for Machine Learning Web Apps in the Edge Server Environment,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Computation Offload- ing for Machine Learning Web Apps in the Edge Server Environment,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:43:10.020202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T19:43:09.858722Z digest=sha256:c543a4a3358b04913ec7e5e671cf735beedc26f0ccca4758740e273057663883

Observation 42b0710e-3d86-4a33-b1bb-46335931c41f · outbound

This paper cites Dynamic adaptive DNN surgery for inference acceleration on the edge,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Dynamic adaptive DNN surgery for inference acceleration on the edge,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:43:10.003300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T19:43:09.863432Z digest=sha256:3d860d2ac858f8252d7e33fbe993c0c29d9fc920f02f767088484976cbda8a63

Observation efd1cc96-078c-4c00-8bce-96ee448a7fb4 · outbound

This paper cites Boomerang: On-Demand Cooperative Deep Neural Network Inference for Edge Intelligence on the Industrial Internet of Things,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Boomerang: On-Demand Cooperative Deep Neural Network Inference for Edge Intelligence on the Industrial Internet of Things,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:43:09.986538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T19:43:09.868343Z digest=sha256:3508dbdb01e0e917acf2d23df3345054e5db7395228a4a708b816f723e4a3262

Observation db92f2f1-b1d1-4fdc-b905-ce1497086ea5 · outbound

This paper cites Edge AI: On-Demand Accelerat- ing Deep Neural Network Inference via Edge Computing,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Edge AI: On-Demand Accelerat- ing Deep Neural Network Inference via Edge Computing,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:43:09.971616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T19:43:09.873344Z digest=sha256:6e8448f62b2072050befdd737f99ce7bafe52b36d3a3ebcb16355fb781449d4f

Observation 9b4f03d5-923e-4e5c-a7ba-fa3a45156cb6 · outbound

This paper cites Fine-grained elastic partitioning for distributed dnn towards mobile web ar services in the 5g era,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Fine-grained elastic partitioning for distributed dnn towards mobile web ar services in the 5g era,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:43:09.955641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T19:43:09.878095Z digest=sha256:646c29cb6ae2b36c223e83a49255cfc43b49db5b486167fc6506ed14c4055650

Observation 903f0421-c477-4699-ad42-6ec1868d8d7e · outbound

This paper cites Towards cloud- edge collaborative online video analytics with fine-grained serverless pipelines,.

Janus: Collaborative Vision Transformer Under Dynamic Network Environment Towards cloud- edge collaborative online video analytics with fine-grained serverless pipelines,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:43:09.939510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T19:43:09.882883Z digest=sha256:128201a7cb7749cef5b5cdc7e2358e7614acbf0565e29ec54494be3f4f7ff8c5

Pith citing papers

No inbound Pith citation observations are available.