Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T19:43:09.882883Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T19:43:09.882883Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
47 of 47 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e6ca1531-82c1-47ba-b53b-c1a986c2fec1 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment A survey of vision-based traffic monitoring of road intersections,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0683d4ee-ab01-4869-83a6-06029d8d882b · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment A Guide to Video Analytics: Applications and Opportuni- ties,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4f78f100-57c4-4c8c-9143-6cf5672e58c9 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Video Analytics in Practical AI Applications [2024 Guide],
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6220d2cf-1fe1-4452-8682-54789bf970f8 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment An image is worth 16x16 words: Transformers for image recognition at scale,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ca75d630-c4fc-47a3-bcd4-06a354a69e61 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Exploring plain vision transformer backbones for object detection,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7f54d85a-100b-486c-b4fc-4b43d13f2961 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Semantic segmentation using Vision Transformers: A survey,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b3a92702-0ac8-40cf-afba-ab0a833fa31d · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Videomae v2: Scaling video masked autoencoders with dual masking,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a752fde7-43e7-472f-9b34-5e27620c1979 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Transformers in Vision: A Survey,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3b5cbb30-558f-44b5-88bd-0a3adc5bb8d9 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment A survey on vision transformer,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 50c516ef-3e4f-45bb-91b3-161fd8ccc4ed · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment MMClassification,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b40921ac-46d1-4a73-932e-46e37297e72a · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Learning Efficient Vision Transformers via Fine-Grained Manifold Distillation,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a225a792-e40c-4b9e-b9de-5428d49f76de · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment SA ViT: Structure-Aware Vision Transformer Pruning via Collaborative Optimization,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 02b7c359-bba6-4220-9966-17915e763759 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment PTQ4ViT: Post-training Quantization for Vision Transformers with Twin Uniform Quantization,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 436c5f2c-6057-4a1e-9af7-0c2267aea0fb · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment ShiftAddNAS: Hardware- inspired search for more accurate and efficient neural networks,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d27d8af9-b303-4099-ba57-d96c18c8b505 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7469e850-f026-4c9a-a458-c674998c237e · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Decomposable Intelligence on Cloud-Edge IoT Framework for Live Video Analytics,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 13062d8a-f574-4849-b480-98b73c6b4a7e · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment SPINN: Synergistic progressive inference of neural networks over device and cloud,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6ff409be-c56f-4581-b2f5-e54137c51893 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1046b6c1-50b8-4912-9333-ccfa83ae4511 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment CNNPC: End- Edge-Cloud Collaborative CNN Inference With Joint Model Partition and Compression,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 617f56f5-9266-4a1e-a648-5ad8c678a72e · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Lzw data compression,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a847a1f6-e4da-47e6-b1fe-5af4191decc3 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Ofcom Publish Benchmarks of UK 5G, 4G and 3G Mobile Networks,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c8cba764-79a3-4ca8-ab67-820acc1662d9 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment An in-depth study of uplink performance of 5G mmWave networks,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6c4024f1-d3cb-49e8-af03-4ac504f71fb5 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Imagenet: A large-scale hierarchical image database,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b8ffcc6c-2ef9-4acb-903f-18448358e235 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b6acdf93-17b6-44e9-ad5d-c7ce24992359 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment A Reconfigurable Neural Ar- chitecture for Edge–Cloud Collaborative Real-Time Object Detection,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b9e129e0-0166-4a43-b852-263a4a036346 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Adaptive Token Sampling for Efficient Vision Transformers,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation df98aac6-e052-4ecf-801a-7847f4cfe6e1 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Token Merging: Your ViT But Faster,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9dc231cf-9d5d-40f4-b293-4279ac933c06 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Improving fairness, efficiency, and stability in http-based adaptive video streaming with festive,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6a238989-e843-47a0-9565-bca2ac937cb8 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment OpenCV - Open Computer Vision Library,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6982de04-4856-4029-a42b-39c14626442c · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Pytorch Image Models (timm) | timmdocs,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5f6267d1-15f0-4d29-98a2-d4fdeeaf9677 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment NVIDIA Jetson Orin,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0addad24-bde6-4eb7-be63-4f1537642c09 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Elastic Compute Service,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cd7bdd5f-97f7-4d77-81f7-5f8ae25c411d · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment The Kinetics Human Action Video Dataset
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd44a12c-9c23-4924-a194-c46d08291b00 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Masked Autoencoders As Spatiotemporal Learners,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2f8bef32-1b8b-437b-bf47-edee9ba65936 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment IA-RED ˆ2: Interpretability-Aware Redundancy Reduction for Vision Transformers,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 861ee4a2-994d-483e-8568-8cd7e15a525e · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Patch slimming for efficient vision transformers,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 188f8bca-7e39-425e-8f70-5b494543c1af · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Evo-vit: Slow-fast token evolution for dynamic vision transformer,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1f7d627b-70f4-4cf5-9540-995461a00757 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Width & depth pruning for vision transformers,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 60d71e64-814c-4e42-b394-452c4d27ad03 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment PSAQ-ViT V2: Toward Accurate and General Data-Free Quantization for Vision Transformers,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9c952f11-084d-4606-bdbb-90c6664213bf · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Lite vision transformer with enhanced self-attention,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ef59d8d5-9fa7-4031-8e81-1b30248d5c1e · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment In-situ ai: Towards autonomous and incremental deep learning for iot systems,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6840ba85-975f-4310-a4df-4a6590975fd4 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Computation Offload- ing for Machine Learning Web Apps in the Edge Server Environment,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 42b0710e-3d86-4a33-b1bb-46335931c41f · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Dynamic adaptive DNN surgery for inference acceleration on the edge,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation efd1cc96-078c-4c00-8bce-96ee448a7fb4 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation db92f2f1-b1d1-4fdc-b905-ce1497086ea5 · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Edge AI: On-Demand Accelerat- ing Deep Neural Network Inference via Edge Computing,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9b4f03d5-923e-4e5c-a7ba-fa3a45156cb6 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 903f0421-c477-4699-ad42-6ec1868d8d7e · outbound
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Towards cloud- edge collaborative online video analytics with fine-grained serverless pipelines,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
No inbound Pith citation observations are available.