Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:18:29.140260Z
Paper Citation Record · LEDGER
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision
As of 20 August 2026, this Paper Citation Record lists 83 of 83 outbound references and 0 inbound Pith citation observations for arXiv:2507.16318.
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 2026-08-20T06:33:59.587034+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
83 of 83 outbound references displayed
- verified exact4
- verified fuzzy66
- unresolved13
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d9b9061a-8e35-4dd8-a0e7-a2880e2ba89e · outbound
This paper cites Effectiveness guided cross-modal information sharing for aligned rgb-t object de- tection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Effectiveness guided cross-modal information sharing for aligned rgb-t object de- tection
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:18:18.184990Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7717a507-3fb4-40c5-a3e1-20bf9bca7fa4 · outbound
This paper cites Foundational Models Defining a New Era in Vision: A Survey and Outlook.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Foundational Models Defining a New Era in Vision: A Survey and Outlook
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:18:18.279229Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ec73e11-a5bc-4b08-80b3-6fe007d9c075 · outbound
This paper cites Multimodal object detection by channel switching and spatial attention.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Multimodal object detection by channel switching and spatial attention
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:18:18.410690Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42cef2d4-d42c-4f30-8859-2e580c1e5d90 · outbound
This paper cites Encoder-decoder with atrous separable convolution for semantic image segmentation.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Encoder-decoder with atrous separable convolution for semantic image segmentation
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:18:18.505207Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 915e9008-126a-43ac-916e-372473d97a64 · outbound
This paper cites Multimodal object detection via probabilistic ensembling.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Multimodal object detection via probabilistic ensembling
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:47.329749Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2fd196b7-715e-4461-9b78-751556277706 · outbound
This paper cites Feanet: Feature-enhanced atten- tion network for rgb-thermal real-time semantic segmenta- tion.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Feanet: Feature-enhanced atten- tion network for rgb-thermal real-time semantic segmenta- tion
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:47.093486Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 62c236d1-1b71-4643-a9bb-66d887b11671 · outbound
This paper cites Imagenet: A large-scale hierarchical image database.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Imagenet: A large-scale hierarchical image database
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:46.900367Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8e675778-c0fc-4c0b-9406-efc5896e4907 · outbound
This paper cites Redfeat: Recoupling detection and description for multimodal feature learning.IEEE Trans- actions on Image Processing, 32:591–602, 2022.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Redfeat: Recoupling detection and description for multimodal feature learning.IEEE Trans- actions on Image Processing, 32:591–602, 2022
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:46.724609Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 30295ddd-2af1-4985-a9fc-73c1f12c7b43 · outbound
This paper cites Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T15:18:30.100016Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 025d29a9-4691-4538-b17f-f432690ac330 · outbound
This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:18:19.170342Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03e9db4b-97be-4cbc-815f-a867b13970b1 · outbound
This paper cites Siamese network for rgb-d salient object detection and beyond.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Siamese network for rgb-d salient object detection and beyond
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:46.542537Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 109bb509-30fc-4aee-a1fa-8b052dcf2c68 · outbound
This paper cites Fusion of multispectral data through illumination-aware deep neural networks for pedestrian de- tection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Fusion of multispectral data through illumination-aware deep neural networks for pedestrian de- tection
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:46.395814Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 17a801b4-a45f-42b1-9907-56facb25b838 · outbound
This paper cites Mfnet: Towards real-time se- mantic segmentation for autonomous vehicles with multi- spectral scenes.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Mfnet: Towards real-time se- mantic segmentation for autonomous vehicles with multi- spectral scenes
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:46.252155Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bbe3bad4-047d-430b-9f47-e6f8f1986a70 · outbound
This paper cites Masked autoencoders are scalable vision learners.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Masked autoencoders are scalable vision learners
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:46.062913Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 10fbabd0-9e40-499b-9510-59755331f869 · outbound
This paper cites Multispec- tral object detection via cross-modal conflict-aware learning.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Multispec- tral object detection via cross-modal conflict-aware learning
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:45.915744Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0203e63c-d16e-4043-8900-799f191a4737 · outbound
This paper cites Spectralgpt: Spectral remote sensing foun- dation model.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Spectralgpt: Spectral remote sensing foun- dation model
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:45.674958Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation df4b34dc-c368-40e4-a888-9abc382f43b2 · outbound
This paper cites MILAN: Masked Image Pretraining on Language Assisted Representation.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision MILAN: Masked Image Pretraining on Language Assisted Representation
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:18:20.058704Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1a167fb-9b71-4cf6-8e8b-2b2a90d831ea · outbound
This paper cites Pos-gift: A geomet- ric and intensity-invariant feature transformation for multi- modal images.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Pos-gift: A geomet- ric and intensity-invariant feature transformation for multi- modal images
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:45.463015Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5a43f7f9-9a80-4934-8b3f-c736c28887f3 · outbound
This paper cites Multi-graph fusion and learning for rgbt im- age saliency detection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Multi-graph fusion and learning for rgbt im- age saliency detection
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:45.299389Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f95a5d37-da2a-4085-9028-8841ad56268a · outbound
This paper cites Multispectral pedestrian detection: Benchmark dataset and baseline.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Multispectral pedestrian detection: Benchmark dataset and baseline
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:45.211931Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3e1274d6-9df0-462f-958f-a4ef46a3a77a · outbound
This paper cites Multispectral pedestrian detection: Benchmark dataset and baseline.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Multispectral pedestrian detection: Benchmark dataset and baseline
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:45.010825Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 44c4dcd6-ea3c-4076-9662-45203f5ddaf9 · outbound
This paper cites Semanticrt: A large-scale dataset and method for robust semantic segmentation in multispectral images.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Semanticrt: A large-scale dataset and method for robust semantic segmentation in multispectral images
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:44.691650Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1c66585d-2008-42fc-9fc9-ec27c118435a · outbound
This paper cites Multispectral video se- mantic segmentation: A benchmark dataset and baseline.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Multispectral video se- mantic segmentation: A benchmark dataset and baseline
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:44.460776Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d4a52f16-9b95-4f7d-97b0-77a412fd5b40 · outbound
This paper cites Llvip: A visible-infrared paired dataset for low-light vision.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Llvip: A visible-infrared paired dataset for low-light vision
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:44.235725Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5f30e859-c301-441d-b686-249456ff3293 · outbound
This paper cites What to hide from your students: Attention-guided masked image modeling.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision What to hide from your students: Attention-guided masked image modeling
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:18:21.781386Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67ac5a57-49c5-42ed-9968-3fd10733ecb2 · outbound
This paper cites Crossformer: Cross-guided attention for multi-modal object detection.Pat- tern Recognition Letters, 179:144–150, 2024.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Crossformer: Cross-guided attention for multi-modal object detection.Pat- tern Recognition Letters, 179:144–150, 2024
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:43.993881Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3ac60b8e-4d10-4886-89dc-1a72608aafb1 · outbound
This paper cites Multispectral Pedestrian Detection via Simultaneous Detection and Segmentation.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Multispectral Pedestrian Detection via Simultaneous Detection and Segmentation
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:18:22.045311Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5527eecf-5f18-4e7d-9635-927bd07f9bb0 · outbound
This paper cites Lasher: A large-scale high- diversity benchmark for rgbt tracking.IEEE Transactions on Image Processing, 31:392–404, 2021.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Lasher: A large-scale high- diversity benchmark for rgbt tracking.IEEE Transactions on Image Processing, 31:392–404, 2021
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:43.762151Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fff28392-3014-48f4-84b1-fd0ba553e912 · outbound
This paper cites Semmae: Semantic-guided mask- ing for learning masked autoencoders.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Semmae: Semantic-guided mask- ing for learning masked autoencoders
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:43.514827Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e05d2c8a-4709-47bb-8b2c-b79f38793ad7 · outbound
This paper cites Rift: Multi-modal image matching based on radiation-variation insensitive fea- ture transform.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Rift: Multi-modal image matching based on radiation-variation insensitive fea- ture transform
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:43.317055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bd1b5fe3-f834-4c3b-9f21-5b931d74722e · outbound
This paper cites Confidence-aware fusion using dempster- shafer theory for multispectral pedestrian detection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Confidence-aware fusion using dempster- shafer theory for multispectral pedestrian detection
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:43.071769Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 563676bb-3965-4bfc-803d-cd93c7df7745 · outbound
This paper cites Saratr-x: Toward building a foundation model for sar target recognition.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Saratr-x: Toward building a foundation model for sar target recognition
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:42.789636Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation edcd953c-adcd-4ab7-b70c-1b5db1429871 · outbound
This paper cites Generalized focal loss: Learning qualified and distributed bounding boxes for dense object detection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Generalized focal loss: Learning qualified and distributed bounding boxes for dense object detection
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:42.585309Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c50aa9ce-3ee6-442c-b0f8-e4a251e5b94d · outbound
This paper cites Exploring plain vision transformer backbones for object de- tection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Exploring plain vision transformer backbones for object de- tection
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:42.395617Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0042fdba-0869-4dd0-8df5-8fe047c1bd76 · outbound
This paper cites Lightglue: Local feature matching at light speed.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Lightglue: Local feature matching at light speed
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:42.174865Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c484f5b8-07bb-48c6-bd19-fa53a0901cdb · outbound
This paper cites Infmae: A foundation model in the infrared modality.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Infmae: A foundation model in the infrared modality
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:41.895390Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 36e7c057-4f64-4e7c-a860-f50fa0404027 · outbound
This paper cites Multispectral Deep Neural Networks for Pedestrian Detection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Multispectral Deep Neural Networks for Pedestrian Detection
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:18:23.608139Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c0ef9fe-54dd-4b62-bfe6-aec2699223e1 · outbound
This paper cites Multi- interactive feature learning and a full-time multi-modality benchmark for image fusion and segmentation.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Multi- interactive feature learning and a full-time multi-modality benchmark for image fusion and segmentation
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:41.673417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 972a2357-ebac-4d18-81ad-d9e012dabff3 · outbound
This paper cites Learning selective self-mutual attention for rgb-d saliency detection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Learning selective self-mutual attention for rgb-d saliency detection
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:41.426726Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 30504827-507e-4a7a-8508-0841cd5a7a3c · outbound
This paper cites Local memory attention for fast video semantic segmentation.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Local memory attention for fast video semantic segmentation
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:41.177473Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a5d55659-dcd5-4852-bd93-63da4a9ddcbb · outbound
This paper cites Cross-Modality Fusion Transformer for Multispectral Object Detection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Cross-Modality Fusion Transformer for Multispectral Object Detection
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:18:24.156472Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d6e959a-60eb-4823-912f-0e117f12e489 · outbound
This paper cites Icafusion: Iterative cross-attention guided feature fusion for multispectral object detection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Icafusion: Iterative cross-attention guided feature fusion for multispectral object detection
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:40.930122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d582a157-e34e-49b4-9e39-745415916cf7 · outbound
This paper cites Pst900: Rgb- thermal calibration, dataset and segmentation network.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Pst900: Rgb- thermal calibration, dataset and segmentation network
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:40.655928Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a3716968-bce4-4e4f-8e72-92fac309ea3c · outbound
This paper cites Multiple graph affinity interactive network and a variable il- lumination dataset for rgbt image salient object detection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Multiple graph affinity interactive network and a variable il- lumination dataset for rgbt image salient object detection
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:40.351365Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 776100b1-d643-45d7-a2b4-f37807387d8d · outbound
This paper cites Loftr: Detector-free local feature matching with transformers.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Loftr: Detector-free local feature matching with transformers
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:40.130789Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 32fce89f-08d6-41dc-94f4-0675c2edd515 · outbound
This paper cites Rtfnet: Rgb- thermal fusion network for semantic segmentation of urban scenes.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Rtfnet: Rgb- thermal fusion network for semantic segmentation of urban scenes
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:39.905351Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6fc6d81c-ad99-4029-9200-7c326f2fd918 · outbound
This paper cites Rgb-t image saliency detection via collaborative graph learning.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Rgb-t image saliency detection via collaborative graph learning
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:39.675386Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d630c9da-6def-423e-9bc9-a49c7524eec9 · outbound
This paper cites Multi-interactive encoder-decoder network for rgbt salient object detection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Multi-interactive encoder-decoder network for rgbt salient object detection
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:39.381149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 30e3c5c7-992c-4cc5-a8d4-be8b5031ff76 · outbound
This paper cites Multi-interactive dual-decoder for rgb-thermal salient object detection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Multi-interactive dual-decoder for rgb-thermal salient object detection
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:39.121305Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8bbca9b8-ee32-4517-baa1-4cfb2090089e · outbound
This paper cites Rgbt salient object detection: A large- scale dataset and benchmark.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Rgbt salient object detection: A large- scale dataset and benchmark
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:38.875618Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5dc56d59-87ee-4aaf-ab42-ccc56ebdaa86 · outbound
This paper cites HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:18:25.256613Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f09950fe-abe2-450f-a846-8bbd5640dbed · outbound
This paper cites Rgb-t saliency detection benchmark: Dataset, baselines, analysis and a novel approach.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Rgb-t saliency detection benchmark: Dataset, baselines, analysis and a novel approach
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:38.632384Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 024a49df-aa54-4800-a2f0-333b8870a7b0 · outbound
This paper cites Hard patches mining for masked image modeling.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Hard patches mining for masked image modeling
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:38.378331Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7603ebba-8587-4178-8ce1-524f341f7502 · outbound
This paper cites Cgfnet: Cross-guided fusion network for rgb-t salient object detection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Cgfnet: Cross-guided fusion network for rgb-t salient object detection
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:38.105423Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a28973bb-fe66-46eb-a802-489d1fc0e1b5 · outbound
This paper cites Sgfnet: semantic- guided fusion network for rgb-thermal semantic segmenta- tion.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Sgfnet: semantic- guided fusion network for rgb-thermal semantic segmenta- tion
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:37.892776Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a24eeddd-b2de-4b8b-b410-7103df39f119 · outbound
This paper cites Image quality assessment: from error visibility to structural similarity.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Image quality assessment: from error visibility to structural similarity
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:37.664248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 74c62848-1178-469d-aa86-4d5e55365856 · outbound
This paper cites Tirdet: Mono-modality thermal infrared object detection based on prior thermal-to-visible translation.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Tirdet: Mono-modality thermal infrared object detection based on prior thermal-to-visible translation
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:37.511343Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 15c2c8d7-3e35-4e04-924a-2f33a8fa8882 · outbound
This paper cites Object-wise Masked Autoencoders for Fast Pre-training.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Object-wise Masked Autoencoders for Fast Pre-training
Reference 58
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T15:18:29.861145Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4a368247-c597-4ba8-b320-6bf730b51a53 · outbound
This paper cites Unified perceptual parsing for scene understand- ing.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Unified perceptual parsing for scene understand- ing
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:37.301348Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7b9bceae-6945-4ab4-a6e7-ff13b4b1149a · outbound
This paper cites Early convolutions help trans- formers see better.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Early convolutions help trans- formers see better
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:37.121789Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f9232427-c256-4bee-813b-835b78a47631 · outbound
This paper cites Segformer: Simple and efficient design for semantic segmentation with transform- ers.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Segformer: Simple and efficient design for semantic segmentation with transform- ers
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:36.863317Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0c3b6c3a-630b-41e7-9f8a-6b99ea317684 · outbound
This paper cites Semantics lead all: Towards unified image registration and fusion from a semantic perspective.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Semantics lead all: Towards unified image registration and fusion from a semantic perspective
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:36.560050Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 64f4db7f-071b-4cb7-92fc-cb493c9e21da · outbound
This paper cites EVA-X: A Foundation Model for General Chest X-ray Analysis with Self-supervised Learning.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision EVA-X: A Foundation Model for General Chest X-ray Analysis with Self-supervised Learning
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:18:26.731053Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59ce5e09-8054-4f2d-bbc6-b0337172aecf · outbound
This paper cites C 2 former: Calibrated and complementary transformer for rgb-infrared object de- tection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision C 2 former: Calibrated and complementary transformer for rgb-infrared object de- tection
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:36.116926Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0467d0d4-8753-4ed1-95f9-9ddf6a6133ab · outbound
This paper cites Transla- tion, scale and rotation: cross-modal alignment meets rgb- infrared vehicle detection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Transla- tion, scale and rotation: cross-modal alignment meets rgb- infrared vehicle detection
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:35.734915Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 831590ef-624c-4a47-90b3-e37e25b2a22b · outbound
This paper cites Unirgb-ir: A unified framework for visible-infrared downstream tasks via adapter tuning.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Unirgb-ir: A unified framework for visible-infrared downstream tasks via adapter tuning
Reference 66
- Resolution
- verified exact
- raw_fallback, observed 2026-08-06T15:18:29.718363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation eec78eaa-d9a0-428a-88dc-d44e17dc9880 · outbound
This paper cites Improving rgb-infrared object detection with cascade alignment-guided transformer.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Improving rgb-infrared object detection with cascade alignment-guided transformer
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:35.406625Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 87d4dd14-b968-4528-b75d-f014502e9b0a · outbound
This paper cites Object- contextual representations for semantic segmentation.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Object- contextual representations for semantic segmentation
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:35.106773Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e0e15432-f5c6-4268-be9c-607cb5c03fdc · outbound
This paper cites Infusion-net: inter-and intra-weighted cross-fusion network for multispectral object detection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Infusion-net: inter-and intra-weighted cross-fusion network for multispectral object detection
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:34.715000Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3c063278-dccc-4cc2-925c-d0955f70e683 · outbound
This paper cites Mmi- det: Exploring multi-modal integration for visible and in- frared object detection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Mmi- det: Exploring multi-modal integration for visible and in- frared object detection
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:34.368260Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b0a73ca1-a70c-4b45-a99d-9596c0c2c4ee · outbound
This paper cites Multispectral fusion for object detection with cyclic fuse-and-refine blocks.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Multispectral fusion for object detection with cyclic fuse-and-refine blocks
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:33.989968Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2a09ccab-ace5-4d36-ae25-8fa12e1a4c4f · outbound
This paper cites Guided attentive feature fusion for multispectral pedestrian detection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Guided attentive feature fusion for multispectral pedestrian detection
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:33.605120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e508ce9f-90dd-4767-bd80-5897bd21aa4e · outbound
This paper cites Mrfs: Mutually reinforcing image fusion and segmenta- tion.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Mrfs: Mutually reinforcing image fusion and segmenta- tion
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:33.226818Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bc50c436-24c7-411b-bf00-06be44d6474b · outbound
This paper cites Cross-modality interactive attention network for multispectral pedestrian de- tection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Cross-modality interactive attention network for multispectral pedestrian de- tection
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:32.860243Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d04d0ff7-1777-4a39-bc79-5698ff7b9a2e · outbound
This paper cites Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian Detection.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian Detection
Reference 75
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T15:18:29.505739Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 391600ba-f51e-480c-8fbf-33c7e0561770 · outbound
This paper cites Rgb-t salient object detec- tion via fusing multi-level cnn features.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Rgb-t salient object detec- tion via fusing multi-level cnn features
Reference 76
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:32.454652Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8757a2cd-11ce-46cb-9ef0-80fd68d9521c · outbound
This paper cites Abmdrnet: Adaptive-weighted bi-directional modality difference reduc- tion network for rgb-t semantic segmentation.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Abmdrnet: Adaptive-weighted bi-directional modality difference reduc- tion network for rgb-t semantic segmentation
Reference 77
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:32.123937Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 30c6e76e-b3c0-44ee-8957-ed37199f0b75 · outbound
This paper cites Mitigating modality discrepancies for rgb-t semantic segmentation.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Mitigating modality discrepancies for rgb-t semantic segmentation
Reference 78
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:31.790123Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c12d4dd0-bca8-4488-886b-0f1f079df8dc · outbound
This paper cites Removal and selection: Improving rgb- infrared object detection via coarse-to-fine fusion.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Removal and selection: Improving rgb- infrared object detection via coarse-to-fine fusion
Reference 79
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:18:28.642748Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b868b17-7682-41a9-a6e1-9c2411a61bbc · outbound
This paper cites Improving mul- tispectral pedestrian detection by addressing modality im- balance problems.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Improving mul- tispectral pedestrian detection by addressing modality im- balance problems
Reference 80
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:31.466248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2cfb41fc-6e96-4efc-a9c8-520ce44f45cf · outbound
This paper cites Mffenet: Multiscale feature fusion and en- hancement network for rgb–thermal urban road scene pars- ing.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Mffenet: Multiscale feature fusion and en- hancement network for rgb–thermal urban road scene pars- ing
Reference 81
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:31.114531Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 512aba2d-5ce0-4b5f-9dcf-0a5b97ad51a5 · outbound
This paper cites Edge-aware guidance fusion network for rgb–thermal scene parsing.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Edge-aware guidance fusion network for rgb–thermal scene parsing
Reference 82
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:30.753979Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3ac11f5a-79bc-48e8-84f8-6ee4fe43939c · outbound
This paper cites Lsnet: Lightweight spatial boosting network for de- tecting salient objects in rgb-thermal images.
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision Lsnet: Lightweight spatial boosting network for de- tecting salient objects in rgb-thermal images
Reference 83
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:18:30.437447Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
No inbound Pith citation observations are available.