Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T17:23:08.910198Z
Paper Citation Record · LEDGER
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection
As of 6 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2508.16397.
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 2026-08-06T06:34:29.942622+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
Reference resolution
60 of 60 outbound references displayed
- verified exact0
- verified fuzzy58
- unresolved2
- parse uncertain0
- malformed identifier0
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation bb0e80fe-26ac-44da-924a-dede9f80ea08 · outbound
This paper cites write newline.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection write newline
Reference 1
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff45c2d8-b831-47d8-bfcf-f816de1281a8 · outbound
This paper cites MINet : Multiscale interactive network for real-time salient object detection of strip steel surface defects.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection MINet : Multiscale interactive network for real-time salient object detection of strip steel surface defects
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.390062Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 27368a4e-02ca-4494-a3e3-954e608821bd · outbound
This paper cites EDRNet : Encoder--decoder residual network for salient object detection of strip steel surface defects.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection EDRNet : Encoder--decoder residual network for salient object detection of strip steel surface defects
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.382023Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a544b6ac-6bfe-4e0e-baa1-42dd8df9387c · outbound
This paper cites Saliency optimization from robust background detection.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Saliency optimization from robust background detection
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.374222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f5e43daf-2de7-49fd-b85b-d44f98c0da98 · outbound
This paper cites A cluster-based wavelet feature extraction method and its application.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection A cluster-based wavelet feature extraction method and its application
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.366336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation aa1c514d-89fb-424f-9c20-9f67802bddb9 · outbound
This paper cites A lightweight and robust detection network for diverse glass surface defects via scale-and shape-aware feature extraction.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection A lightweight and robust detection network for diverse glass surface defects via scale-and shape-aware feature extraction
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.357874Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 27444c8d-0793-4e7b-a17b-b5e4fdff0f37 · outbound
This paper cites A systematic review of deep learning approaches for surface defect detection in industrial applications.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection A systematic review of deep learning approaches for surface defect detection in industrial applications
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.349785Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9226c1b4-a1fe-447a-8ca5-2a5d3a0f2871 · outbound
This paper cites A review on modern defect detection models using dcnns--deep convolutional neural networks.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection A review on modern defect detection models using dcnns--deep convolutional neural networks
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.341934Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 69b43346-f966-4529-921f-1ee52e3ea03e · outbound
This paper cites Review of surface defect detection of steel products based on machine vision.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Review of surface defect detection of steel products based on machine vision
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.334325Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation da71629b-5cd4-49b7-9876-35bb16f7d6a3 · outbound
This paper cites Dense attention-guided cascaded network for salient object detection of strip steel surface defects.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Dense attention-guided cascaded network for salient object detection of strip steel surface defects
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.326563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 27564444-2ad0-4d51-8718-dcd1b8051e9a · outbound
This paper cites Edge-aware multi-level interactive network for salient object detection of strip steel surface defects.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Edge-aware multi-level interactive network for salient object detection of strip steel surface defects
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.318319Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 19c948ce-c57c-42a2-b754-724be5ddfc4b · outbound
This paper cites Very deep convolutional networks for large-scale image recognition.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Very deep convolutional networks for large-scale image recognition
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.310800Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f0110585-26de-452b-97a7-6979347f0578 · outbound
This paper cites Deep residual learning for image recognition.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Deep residual learning for image recognition
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.303334Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c2798361-5fc4-4ce4-b032-b8e8560d8e7c · outbound
This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Swin transformer: Hierarchical vision transformer using shifted windows
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.295666Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 30c0bcd2-ff3e-452c-af3d-ef7e7e7ef750 · outbound
This paper cites MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:23:07.880915Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9422a625-80aa-4e24-b18f-b7d17701e2ac · outbound
This paper cites Shufflenet v2: Practical guidelines for efficient cnn architecture design.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Shufflenet v2: Practical guidelines for efficient cnn architecture design
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.288200Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 65c8a1f2-0f96-4d91-8fa6-1b353e0d699f · outbound
This paper cites Ghostnet: More features from cheap operations.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Ghostnet: More features from cheap operations
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.280752Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b9dc9f24-3792-41e0-b798-b596b1d840aa · outbound
This paper cites SAMNet : Stereoscopically attentive multi-scale network for lightweight salient object detection.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection SAMNet : Stereoscopically attentive multi-scale network for lightweight salient object detection
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.273506Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5411a9aa-27e8-4ba8-a53d-ada5de39f7b9 · outbound
This paper cites An improved you only look once model for the multi-scale steel surface defect detection with multi-level alignment and cross-layer redistribution features.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection An improved you only look once model for the multi-scale steel surface defect detection with multi-level alignment and cross-layer redistribution features
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.266194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fa7e02cc-ce36-463a-a709-198d067268e0 · outbound
This paper cites SRPCNet : Self-reinforcing perception coordination network for seamless steel pipes internal surface defect detection.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection SRPCNet : Self-reinforcing perception coordination network for seamless steel pipes internal surface defect detection
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.258445Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f94229aa-7d6d-49a1-aa0b-34f2bd4d1156 · outbound
This paper cites CACS-YOLO : A lightweight model for insulator defect detection based on improved yolov8m.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection CACS-YOLO : A lightweight model for insulator defect detection based on improved yolov8m
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.250857Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 96082bf6-2ba5-4bff-bd84-cff65884c022 · outbound
This paper cites SIA-net : Structural information awareness network based on normal samples for surface defect detection.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection SIA-net : Structural information awareness network based on normal samples for surface defect detection
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.243203Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2961e127-d004-4d4b-8a64-973fd5f0faf7 · outbound
This paper cites A real-time lightweight object detection algorithm based on improved you only look once version 8 for unmanned surface vehicle.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection A real-time lightweight object detection algorithm based on improved you only look once version 8 for unmanned surface vehicle
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.235230Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2374a630-d56f-4ad2-8ac4-70acfbc53ad0 · outbound
This paper cites CGNet : A light-weight context guided network for semantic segmentation.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection CGNet : A light-weight context guided network for semantic segmentation
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.227759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5f547319-d682-4bb8-9995-47e619f2c82a · outbound
This paper cites Highly efficient salient object detection with 100k parameters.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Highly efficient salient object detection with 100k parameters
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.220145Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6a1df265-0d6b-407b-88b2-a24af8b96c4b · outbound
This paper cites A lightweight and high-accuracy framework for printed circuit board defect detection.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection A lightweight and high-accuracy framework for printed circuit board defect detection
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.212775Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9956cce4-7e4b-4d3e-a7ef-833320f1fda1 · outbound
This paper cites Bisenet v2: Bilateral network with guided aggregation for real-time semantic segmentation.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Bisenet v2: Bilateral network with guided aggregation for real-time semantic segmentation
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.205248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 40e18ebf-bd29-4a09-8dcb-10b070237475 · outbound
This paper cites TSD-DETR : A lightweight real-time detection transformer of traffic sign detection for long-range perception of autonomous driving.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection TSD-DETR : A lightweight real-time detection transformer of traffic sign detection for long-range perception of autonomous driving
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.197430Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7791fade-5249-46a2-b090-77c6e4c42b8d · outbound
This paper cites Real-time object detection network in uav-vision based on cnn and transformer.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Real-time object detection network in uav-vision based on cnn and transformer
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.189642Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1e41fdbe-3b35-4de2-825f-f51289f5d4ec · outbound
This paper cites SegFormer : Simple and efficient design for semantic segmentation with transformers.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection SegFormer : Simple and efficient design for semantic segmentation with transformers
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.181865Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7ac037be-ba7b-4aac-8fb3-b56a055b1a51 · outbound
This paper cites Mobilevit: Light-weight, general-purpose, and mobile-friendly vision transformer.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Mobilevit: Light-weight, general-purpose, and mobile-friendly vision transformer
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.174203Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 065fde44-b95e-4967-88cd-1669ca4fdc33 · outbound
This paper cites Efficientformer: Vision transformers at mobilenet speed.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Efficientformer: Vision transformers at mobilenet speed
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.166498Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1c7e3220-3faa-4521-b549-62f4506c79e6 · outbound
This paper cites Fastvit: A fast hybrid vision transformer using structural reparameterization.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Fastvit: A fast hybrid vision transformer using structural reparameterization
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.159068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1579df1a-c8da-44c9-b399-17634f101552 · outbound
This paper cites Seaformer: Squeeze-enhanced axial transformer for mobile semantic segmentation.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Seaformer: Squeeze-enhanced axial transformer for mobile semantic segmentation
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.151661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4cb6af6b-3d18-4931-b598-d52d5d120f41 · outbound
This paper cites A survey on vision transformer.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection A survey on vision transformer
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.144176Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3960a9b1-08d4-4985-bfb8-b6f40c3c923d · outbound
This paper cites Encoder-decoder with atrous separable convolution for semantic image segmentation.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Encoder-decoder with atrous separable convolution for semantic image segmentation
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.136695Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 72d5f70c-a964-4b30-9f34-e0b80fcac911 · outbound
This paper cites Scale-aware trident networks for object detection.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Scale-aware trident networks for object detection
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.128586Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0d8378db-ff18-4c10-acb7-f6bce31652a8 · outbound
This paper cites Deep dual-resolution networks for real-time and accurate semantic segmentation of traffic scenes.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Deep dual-resolution networks for real-time and accurate semantic segmentation of traffic scenes
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.121061Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 87485f3f-39f8-4e26-ad7d-8e156fa389fa · outbound
This paper cites Poolnet+: Exploring the potential of pooling for salient object detection.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Poolnet+: Exploring the potential of pooling for salient object detection
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.113354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ad974bcc-7919-478a-9ee0-dab594bdddac · outbound
This paper cites P2t: Pyramid pooling transformer for scene understanding.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection P2t: Pyramid pooling transformer for scene understanding
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.105830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c43001b3-a40f-4546-b4de-b8da1ce3f69b · outbound
This paper cites Pyramid vision transformer: A versatile backbone for dense prediction without convolutions.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Pyramid vision transformer: A versatile backbone for dense prediction without convolutions
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.098017Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bc42fafa-ed20-42fb-8e85-7e727017edf0 · outbound
This paper cites Hivit: Hierarchical attention-based transformer for multi-scale whole slide histopathological image classification.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Hivit: Hierarchical attention-based transformer for multi-scale whole slide histopathological image classification
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.090582Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0550b50b-f26a-4c1c-9897-e06967b3c328 · outbound
This paper cites Multiscale global context network for semantic segmentation of high-resolution remote sensing images.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Multiscale global context network for semantic segmentation of high-resolution remote sensing images
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.083228Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 90b153a0-6278-405b-912d-1a7a37bb71a2 · outbound
This paper cites DUSA-UNet : Dual sparse attentive u-net for multiscale road network extraction.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection DUSA-UNet : Dual sparse attentive u-net for multiscale road network extraction
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.075740Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation cd3ec588-bb35-4cf9-90a0-581fd2fcd627 · outbound
This paper cites View from the top: Hierarchies and reverse hierarchies in the visual system.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection View from the top: Hierarchies and reverse hierarchies in the visual system
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.068111Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 561533b2-f000-415e-add7-6ff161567fcd · outbound
This paper cites The free-energy principle: a unified brain theory? Nat.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection The free-energy principle: a unified brain theory? Nat
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.060197Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 20adcb77-ea71-4136-9f5b-05cf086fcb3e · outbound
This paper cites Object perception as bayesian inference.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Object perception as bayesian inference
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.052571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 14018214-a378-479c-807d-d7a9d1a26911 · outbound
This paper cites Res2Net : A new multi-scale backbone architecture.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Res2Net : A new multi-scale backbone architecture
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.044952Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ea42fab0-8391-49a4-b110-a724250df818 · outbound
This paper cites Deep high-resolution representation learning for visual recognition.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Deep high-resolution representation learning for visual recognition
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.037539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 95d04636-431d-401e-8adc-c611559c44f9 · outbound
This paper cites Cross-stage feature fusion and efficient self-attention for salient object detection.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Cross-stage feature fusion and efficient self-attention for salient object detection
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.030376Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 17675679-58cc-43dc-9bb1-f23dbd5c07b2 · outbound
This paper cites Rewrite the stars.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Rewrite the stars
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.022516Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation abcb464a-1cd4-4c09-a395-77907432a53b · outbound
This paper cites MCnet : Multiple context information segmentation network of no-service rail surface defects.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection MCnet : Multiple context information segmentation network of no-service rail surface defects
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.014949Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3e6fe0d0-0ee3-4710-a436-91a17365ef4a · outbound
This paper cites A noise robust method based on completed local binary patterns for hot-rolled steel strip surface defects.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection A noise robust method based on completed local binary patterns for hot-rolled steel strip surface defects
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:09.006725Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 78c7039a-d1f6-442b-9806-20a45f4a952a · outbound
This paper cites A simple pooling-based design for real-time salient object detection.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection A simple pooling-based design for real-time salient object detection
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:08.998729Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c453e502-1f09-4f70-8d74-5aba515302e4 · outbound
This paper cites U ^ 2 -Net : Going deeper with nested u-structure for salient object detection.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection U ^ 2 -Net : Going deeper with nested u-structure for salient object detection
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:08.990129Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6faf266f-d29a-44ac-904f-761ecf71ce54 · outbound
This paper cites EDN : Salient object detection via extremely-downsampled network.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection EDN : Salient object detection via extremely-downsampled network
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:08.981209Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5fbbe81d-2465-4b31-91f4-72061513c23f · outbound
This paper cites Bisenet: Bilateral segmentation network for real-time semantic segmentation.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Bisenet: Bilateral segmentation network for real-time semantic segmentation
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:08.972606Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 66df22a2-3b89-41fb-8b70-5b22bc7d478a · outbound
This paper cites Lednet: A lightweight encoder-decoder network for real-time semantic segmentation.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Lednet: A lightweight encoder-decoder network for real-time semantic segmentation
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:08.964431Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8c708463-a01b-4db9-96c2-b1b96cf1f8e5 · outbound
This paper cites Lightweight salient object detection via hierarchical visual perception learning.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection Lightweight salient object detection via hierarchical visual perception learning
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:08.956113Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a37f06ea-6963-421a-81da-def542ecddbd · outbound
This paper cites A convnet for the 2020s.
A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection A convnet for the 2020s
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:23:08.945921Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
No inbound Pith citation observations are available.