Pith. sign in

Paper Citation Record · LEDGER

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification

As of 17 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2502.08391.

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

pith.paper-citation-record.v1
2502.08391 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T05:19:49.195013Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

  • verified exact0
  • verified fuzzy42
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 622f2e52-c13c-42bb-935c-5d8a6d963527 · outbound

This paper cites Lan- guage models are few-shot learners.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Lan- guage models are few-shot learners

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.730748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.025262Z digest=sha256:876c6d0ff80f9cb55b2a229e17aa5ffbad06c887ea365833195b27ee390cd937

Observation 5b711ba5-c45f-4d7e-bb42-41d865307e16 · outbound

This paper cites Histopathology whole slide image anal- ysis with heterogeneous graph representation learning.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Histopathology whole slide image anal- ysis with heterogeneous graph representation learning

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.721239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.029466Z digest=sha256:1cdce68d9710028be64a0b44c183aafff9523b6c47cb22245a71a0ce32cfc493

Observation c9be97a5-0fb8-4529-a27e-dbbfa1614d6e · outbound

This paper cites PaLM: Scaling Language Modeling with Pathways.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification PaLM: Scaling Language Modeling with Pathways

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-08T05:19:49.033305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:19:49.033305Z digest=sha256:5203cdd3143d7c044120eb12ab2f9902342d214a26218ffd1202230eaec4f77b

Observation 2cc86708-d9cb-469f-9ce7-847826d0e6b9 · outbound

This paper cites Artificial intelligence and computational pathology.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Artificial intelligence and computational pathology

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.711216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.037237Z digest=sha256:b7a49e8d3fd43df92e72bf23ceb83be7a1810c579af4d9fcaa8a58a9e6fff7f2

Observation f8295524-e12c-4c81-8555-7b76ae9dade2 · outbound

This paper cites Fast Graph Representation Learning with PyTorch Geometric.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Fast Graph Representation Learning with PyTorch Geometric

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-08T05:19:49.041021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:19:49.041021Z digest=sha256:8fda435ff941adc9243b29863eb409abbf1a1ac05f03a1d1efc94f878f135e42

Observation 169748e9-af1e-4b5d-b2c7-732302694214 · outbound

This paper cites Multiple instance cap- tioning: Learning representations from histopathology text- books and articles.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Multiple instance cap- tioning: Learning representations from histopathology text- books and articles

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.701702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.045118Z digest=sha256:afa864f4c818b1069ee234d63c546b6a001fb0f990a6b73a2d1f6d77aa33afeb

Observation 9e76745c-7b80-4870-aef0-59bfcd51cbb1 · outbound

This paper cites CLIP-Adapter: Better vision-language models with feature adapters.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification CLIP-Adapter: Better vision-language models with feature adapters

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.691778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.048845Z digest=sha256:0c34d8579a99f231996d67d49c87b1249010d77a6a4f38c1aad4eadfa3176fc7

Observation 006f188b-0f33-4851-a959-97c6f8f1f73f · outbound

This paper cites Texts as images in prompt tun- ing for multi-label image recognition.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Texts as images in prompt tun- ing for multi-label image recognition

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.682287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.052083Z digest=sha256:9e504e01baf77b499c6f0e2a9695fec942e8047dbc50df50e3532a763c10705d

Observation c086aaf9-b4f0-47eb-8e96-ed6f71017c14 · outbound

This paper cites E 2VPT: An ef- fective and efficient approach for visual prompt tuning.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification E 2VPT: An ef- fective and efficient approach for visual prompt tuning

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.672601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.055363Z digest=sha256:00d90f3678130e9141ef5854b074a0ae25fb9e3520b5d981241041291387c443

Observation 3dc43fbb-d150-4ea2-ad02-0eb8e2b524ae · outbound

This paper cites H2-MIL: Ex- ploring hierarchical representation with heterogeneous mul- tiple instance learning for whole slide image analysis.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification H2-MIL: Ex- ploring hierarchical representation with heterogeneous mul- tiple instance learning for whole slide image analysis

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.662306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.058549Z digest=sha256:bf47e1a6f264d075c22821c5fc4729339aeca13ac44d3a3228735d9ce04b49fa

Observation c6e3552f-27c8-4728-8ed6-e803954d4040 · outbound

This paper cites ConSlide: Asynchronous hierarchical interaction Transformer with breakup-reorganize rehearsal for continual whole slide image analysis.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification ConSlide: Asynchronous hierarchical interaction Transformer with breakup-reorganize rehearsal for continual whole slide image analysis

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.652351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.061603Z digest=sha256:6bf4135ade19889407fa14d662d20deed14b46e3515797b03e7ab98d237314fe

Observation cdb2370c-5ed7-42e8-bf1e-2252e20bea1d · outbound

This paper cites A visual-language foundation model for pathology image analysis using medical Twitter.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification A visual-language foundation model for pathology image analysis using medical Twitter

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.642361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.064693Z digest=sha256:2d9fc4098cafcbb4e73a197fbce8a8f64438b846e57eaac58d729e3d369a4f5f

Observation 53773a4d-4d7c-42e9-9b84-7052af8f437d · outbound

This paper cites Quilt-1M: One million image-text pairs for histopathology.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Quilt-1M: One million image-text pairs for histopathology

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.632370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.068172Z digest=sha256:e76719d7b29cf227b91acffe5927afd21ac57b3255e6e7c1b183437f60844991

Observation 12eea2da-7185-4a6b-bfc4-2ef636ea6e79 · outbound

This paper cites Attention-based deep multiple instance learning.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Attention-based deep multiple instance learning

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.622027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.071514Z digest=sha256:bef7c3886ae0e45cb47f9a9c861117cf70b2d9f51158342b5a46b9a4f376304c

Observation 87cd8a8f-d32d-4cda-96dd-73eac4506da0 · outbound

This paper cites MaPle: Multi-modal prompt learning.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification MaPle: Multi-modal prompt learning

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.611359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.074667Z digest=sha256:6d98fb2ae1380849a8ca99a688ce39d4570afc31ae0313c13d098b65086634ff

Observation c2429bba-be7d-49d5-82c5-53f22f0265d3 · outbound

This paper cites Dual-stream multiple instance learning network for whole slide image classifica- tion with self-supervised contrastive learning.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Dual-stream multiple instance learning network for whole slide image classifica- tion with self-supervised contrastive learning

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.600646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.078011Z digest=sha256:edead171d4a3b45f4b4c429619774bd6d632bb23cd6328276f04ca88fccfc56a

Observation 83eb3851-5f78-43df-a352-2fccf1afce09 · outbound

This paper cites Task-specific fine-tuning via variational information bottle- neck for weakly-supervised pathology whole slide image classification.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Task-specific fine-tuning via variational information bottle- neck for weakly-supervised pathology whole slide image classification

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.589932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.081165Z digest=sha256:cee7c8cd2d32a4c7d566300cd12704a5931d3a2b3a2e4eaf07d0d6709d1c66cd

Observation 4fdafb73-b396-4269-9f63-468e89fdf24b · outbound

This paper cites BLIP: Bootstrapping language-image pre-training for uni- fied vision-language understanding and generation.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification BLIP: Bootstrapping language-image pre-training for uni- fied vision-language understanding and generation

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.579025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.084444Z digest=sha256:8fc0666f4542ab5fc483bab15627876f8b1eb20aed12f160e2d606e54f3650c5

Observation 90b58d0f-a826-41c6-819d-288cfaa5ef2c · outbound

This paper cites Weakly supervised histopathology image segmentation with self-attention.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Weakly supervised histopathology image segmentation with self-attention

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.569314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.087577Z digest=sha256:f24f65d943e90a07cc6654508cec9f850c4c54e1c548f175dae38b28748181bf

Observation 0bc3342f-bbe0-42aa-9742-a37732e510f7 · outbound

This paper cites Scaling language-image pre-training via masking.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Scaling language-image pre-training via masking

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-08T05:19:49.090961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:19:49.090961Z digest=sha256:5d246634e6171650ebb22a882b83ebba18129e94a87d7d85ae0543e777d59335

Observation 677ddb2e-c328-4145-8cfe-fa7213f25e9a · outbound

This paper cites Interventional bag multi-instance learning on whole-slide pathological images.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Interventional bag multi-instance learning on whole-slide pathological images

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.553523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.094412Z digest=sha256:e85164ff5c748ed4d9708c134a004ab8ff6116415ff6505ba9a93c9686a4d732

Observation 21ef308f-8c42-4c0f-b347-b59a9d76e0a5 · outbound

This paper cites CLIP is also an efficient segmenter: A text-driven approach for weakly supervised semantic segmentation.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification CLIP is also an efficient segmenter: A text-driven approach for weakly supervised semantic segmentation

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.542935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.097659Z digest=sha256:05469c927d0e605dfbda2cf6af6912099303e4c095ead45944bc36cb702f91ae

Observation 684553e3-5e2b-4f58-955a-7ba50f292f63 · outbound

This paper cites Towards a Visual-Language Foundation Model for Computational Pathology.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Towards a Visual-Language Foundation Model for Computational Pathology

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-08T05:19:49.100863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:19:49.100863Z digest=sha256:e5bafc9dec9f815b2e65ba4a785e576b3124a516cbdd727c7dc52c36de71a2ce

Observation ca31f63a-aebc-4705-a253-52d185413c06 · outbound

This paper cites Visual language pre- trained multiple instance zero-shot transfer for histopathol- ogy images.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Visual language pre- trained multiple instance zero-shot transfer for histopathol- ogy images

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.532793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.104578Z digest=sha256:a25c0d59d25538178353ecfd23b212166993dcc2950deda98158579ecd483310

Observation 05ee08d3-b487-4768-8a7f-7aae5d79c0bb · outbound

This paper cites Data-efficient and weakly supervised computational pathology on whole- slide images.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Data-efficient and weakly supervised computational pathology on whole- slide images

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.522063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.107632Z digest=sha256:d3809ca641522b5f9e3e8870797e7c2e8dd51fe7f94f4fd2e7c4bcd5bf98febb

Observation ea6c5a3e-6d2d-4247-ba8e-7ce7e03854ee · outbound

This paper cites A framework for multiple-instance learning.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification A framework for multiple-instance learning

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.512192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.110816Z digest=sha256:11f100f1042d431c9664373461f0afb65306e7252f64e9f8d3031af20acb6594

Observation c5cde27b-844e-4ff3-947a-f131cb32d9c6 · outbound

This paper cites Sparse multi-modal graph Transformer with shared-context processing for representation learning of giga-pixel images.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Sparse multi-modal graph Transformer with shared-context processing for representation learning of giga-pixel images

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.501571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.114045Z digest=sha256:d8b23ba80d39dc1749db2081ee530b2724c8e920f03390ce9c5b4a91ffe61edf

Observation 013fd2d3-d570-4157-894b-36b01b135fdd · outbound

This paper cites Digital pathology and artificial intelli- gence.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Digital pathology and artificial intelli- gence

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.491037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.117323Z digest=sha256:bfd913cd7032a134be8f605a6ee177c8c6e6ac1b8b582e9a9bde8be742c8c4db

Observation eff6e020-9e41-47c4-8270-4ee94ed62c07 · outbound

This paper cites GPT-4 Technical Report.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification GPT-4 Technical Report

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-08T05:19:49.120761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:19:49.120761Z digest=sha256:b9a9bcf4f5f8df7d119597af82959bc8e9602abc6d59c646a4639f3f555f5f0b

Observation 7c489878-6cdf-4e7d-9b40-01c2532b030d · outbound

This paper cites The rise of ai language pathologists: Exploring two-level prompt learning for few-shot weakly-supervised whole slide image classification.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification The rise of ai language pathologists: Exploring two-level prompt learning for few-shot weakly-supervised whole slide image classification

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.480751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.124331Z digest=sha256:e7174ecc2226eeaa6f11e5adcbbf823c1c5e431bdf787874dfd8de2496766678

Observation c9e6320f-2d93-4322-9fc8-0b2426430d92 · outbound

This paper cites Learn- ing transferable visual models from natural language super- vision.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Learn- ing transferable visual models from natural language super- vision

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.469927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.127557Z digest=sha256:ab137e04ffe59cd6e057032b7760d709bbc87b8e03e320044d23afc072967973

Observation 7f51e0a6-b806-409d-917d-1b9642a55c79 · outbound

This paper cites DenseCLIP: Language-guided dense prediction with context-aware prompting.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification DenseCLIP: Language-guided dense prediction with context-aware prompting

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.459162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.130915Z digest=sha256:24c5107667e98daf57fe0e8bf64b77759b43fad5eb5f4c4e777f10ab54bccc37

Observation 3bee25a2-5940-4886-8c5c-827c0a840bfa · outbound

This paper cites OCELOT: Overlapped cell on tissue dataset for histopathol- ogy.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification OCELOT: Overlapped cell on tissue dataset for histopathol- ogy

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.448493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.134166Z digest=sha256:e20ec71d8c2afad4faa5413dfdf9c7b1fc8d6f0bcc8caea8042d2eaba5d87c94

Observation 83cfb55a-c870-40b7-b3e3-69642739fb08 · outbound

This paper cites TransMIL: Transformer based correlated multiple instance learning for whole slide image classification.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification TransMIL: Transformer based correlated multiple instance learning for whole slide image classification

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.437724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.137667Z digest=sha256:da3bd37f6812e1feb835c7576c20d7ee0cb984e7668f2219eb656c35ac1311b0

Observation f4aa2e9a-eec9-4b7f-bb03-5b61e81f1077 · outbound

This paper cites MG-Trans: Multi-scale graph transformer with information bottleneck for whole slide image classification.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification MG-Trans: Multi-scale graph transformer with information bottleneck for whole slide image classification

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.426947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.140872Z digest=sha256:9b8a14c4b92689072b5613b9d301dc50e38670881446926d8ab4d8ee647c8a8e

Observation 5b6c1f25-6e7a-4422-848e-df0b4d0130e4 · outbound

This paper cites A structure-aware hierarchical graph-based multiple instance learning framework for pT staging in histopathological im- age.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification A structure-aware hierarchical graph-based multiple instance learning framework for pT staging in histopathological im- age

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.416356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.144200Z digest=sha256:3cf5a070349def0dccf4a82ca09b5e31856ead70f4ac1f6d036c73d05c59e789

Observation 55af2845-25ff-4f46-8f3d-f7664b45884f · outbound

This paper cites Artificial intelligence for digital and computa- tional pathology.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Artificial intelligence for digital and computa- tional pathology

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.406287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.147504Z digest=sha256:34be6cc1db1ec5e7858ea0abf0ed1b2f293bdeb4f61f0009b4003160c4286e31

Observation afa72699-5caf-43cf-a9d1-faa48ead800c · outbound

This paper cites Multiple instance learning framework with masked hard instance mining for whole slide image classification.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Multiple instance learning framework with masked hard instance mining for whole slide image classification

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-08T05:19:49.150681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:19:49.150681Z digest=sha256:4907f68165f7bc53645f339942da627ad2d6f6ce054878e44f39c4d36fa99621

Observation 2fdb74fe-ec58-4e08-8fa6-18686485bebe · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification LLaMA: Open and Efficient Foundation Language Models

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-08T05:19:49.154089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:19:49.154089Z digest=sha256:07b9d2635d18a523a30d83c85347352e5f085f8b74fbd512083c535fc27f5241

Observation 9b2cd60b-5b09-4d99-86c7-c131b295d77f · outbound

This paper cites Visualizing data using t-SNE.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Visualizing data using t-SNE

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.389568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.157539Z digest=sha256:7698a9451cf8a29776fdc9b71903d3c66344e47ed5832bdcc9673495cee08e97

Observation 9e211769-f294-4b0e-a380-4762913485ff · outbound

This paper cites CORA: Adapting CLIP for open-vocabulary detection with region prompting and anchor pre-matching.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification CORA: Adapting CLIP for open-vocabulary detection with region prompting and anchor pre-matching

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.379362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.160813Z digest=sha256:2f7a06f6583c7c6f6d11e6c6733e9cc9bfcc2b505830b236e37e8289357649d5

Observation b616d0a5-0c59-49c7-82f3-e35bb3553a80 · outbound

This paper cites CAMEL: A weakly supervised learning framework for histopathology image segmentation.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification CAMEL: A weakly supervised learning framework for histopathology image segmentation

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.368595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.164068Z digest=sha256:6420b19c57bf8a97d488c80c8eae05d0cafeb8bf73dd2e4efec238847e889ad1

Observation 039d03ce-cdc5-4653-b49d-e3d9e4afafcb · outbound

This paper cites Task residual for tuning vision-language models.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Task residual for tuning vision-language models

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.356948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.167156Z digest=sha256:be91c0a3561cfa513249f11f1e2b63400680da5243582f070e7201dc93c88705

Observation 6d133488-02b4-4385-a129-eb1f7c8a42cb · outbound

This paper cites DTFD- MIL: Double-tier feature distillation multiple instance learn- ing for histopathology whole slide image classification.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification DTFD- MIL: Double-tier feature distillation multiple instance learn- ing for histopathology whole slide image classification

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.346591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.170373Z digest=sha256:5a2b0291e364c44e66ff63bacd31d489a108bff7fa1274281da6973b7ecdcbd0

Observation 7570aa47-0b78-45c1-93e0-62fe626d6cf4 · outbound

This paper cites BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-08T05:19:49.173991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:19:49.173991Z digest=sha256:12c5d05e252314085102fd9499bb7a6e7364c57c9ced65b14bf1e47acc97ae30

Observation 70009f71-f00d-4638-b70f-d53da85f0a2a · outbound

This paper cites Text-guided foun- dation model adaptation for pathological image classifica- tion.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Text-guided foun- dation model adaptation for pathological image classifica- tion

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.335261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.177834Z digest=sha256:b2f2d3ce6f139b500b47150ca3ec333a89ca3db553bab3028a388de77383416e

Observation 8ce5761d-16c7-4b82-9bf1-6fbd5ae7fc78 · outbound

This paper cites Gindra, Emily J.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Gindra, Emily J

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.324183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.180920Z digest=sha256:e2a45dec409e1736f6b2ce840b4adebfbb641e68a772cc926fb79978c265d58c

Observation 4d810849-a02c-4b40-bd64-b4eea6637fab · outbound

This paper cites RegionCLIP: Region- based language-image pretraining.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification RegionCLIP: Region- based language-image pretraining

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.313535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.184253Z digest=sha256:ad6fbf6e80731635818119f3b9f6d641683ccd5e6ecd8cebdc89d0eb513570d1

Observation 34d70d32-afe6-4115-a6ef-0ef800e2ed0c · outbound

This paper cites Learning to prompt for vision-language models.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Learning to prompt for vision-language models

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-08T05:19:49.187589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:19:49.187589Z digest=sha256:09f71a541c9972319d684cba983ea2e77d3273963b6000843f60132213b853b6

Observation 92d05311-da09-492c-ae21-ccbf705e4f6d · outbound

This paper cites class name.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification class name

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.283201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.195013Z digest=sha256:50c02b2311b2fce6d98566e890cf8bb4e91c6c8c2d846396e292e8f4826814e3

Observation bb0633db-be89-47fa-b6a6-6023e04b618f · outbound

This paper cites ABMIL + Low-scale.

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification ABMIL + Low-scale

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:19:49.294568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T05:19:49.191087Z digest=sha256:5c03defa294b46d43b0559f8ea3a3b605a27333707cb7fe7859accf005f7f1af

Pith citing papers

No inbound Pith citation observations are available.