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Paper Citation Record · LEDGER

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility

As of 5 August 2026, this Paper Citation Record lists 100 of 103 outbound references and 0 inbound Pith citation observations for arXiv:2607.00228.

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

pith.paper-citation-record.v1
2607.00228 v1

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measured 100 of 103 reference resolution

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Pith citing papers itemized under the disclosed page cap.

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Reference resolution

100 of 103 outbound references displayed

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External citation measurements

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Outbound references

Observation 47d193f6-437e-49e9-89fb-99b3187c8c95 · outbound

This paper cites The Wide Field Infrared Survey Telescope: 100 Hubbles for the 2020s.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility The Wide Field Infrared Survey Telescope: 100 Hubbles for the 2020s

Reference 1

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This paper cites J., Stern, D., Noirot, G., et al.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility J., Stern, D., Noirot, G., et al

Reference 2

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This paper cites Neural Machine Translation by Jointly Learning to Align and Translate.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility Neural Machine Translation by Jointly Learning to Align and Translate

Reference 3

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This paper cites C., Kulkarni, S.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility C., Kulkarni, S

Reference 4

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This paper cites Making Better Mistakes: Leveraging Class Hierarchies with Deep Networks.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility Making Better Mistakes: Leveraging Class Hierarchies with Deep Networks

Reference 5

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This paper cites 2020, Experiment Tracking with Weights and Biases.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2020, Experiment Tracking with Weights and Biases

Reference 6

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Observation be1ddd2b-4d68-4cfd-8ca2-9f96b74d937a · outbound

This paper cites D., Walters , R., et al.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility D., Walters , R., et al

Reference 7

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Observation 69e235cd-78a9-4346-af6a-638093638da2 · outbound

This paper cites Avocado: Photometric classification of astronomical transients with gaussian process augmentation.AJ, 158(6):257, December 2019.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility Avocado: Photometric classification of astronomical transients with gaussian process augmentation.AJ, 158(6):257, December 2019

Reference 8

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This paper cites M., Bayo, A., Catelan, M., Estévez, P.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility M., Bayo, A., Catelan, M., Estévez, P

Reference 9

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This paper cites Astro-MoE: Mixture of Experts for Multiband Astronomical Time Series.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility Astro-MoE: Mixture of Experts for Multiband Astronomical Time Series

Reference 10

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This paper cites Astronomical Classification of Light Curves with an Ensemble of Gated Recurrent Units.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility Astronomical Classification of Light Curves with an Ensemble of Gated Recurrent Units

Reference 11

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This paper cites The Pan-STARRS1 Surveys.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility The Pan-STARRS1 Surveys

Reference 12

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This paper cites The Zwicky Transient Facility Catalog of Periodic Variable Stars.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility The Zwicky Transient Facility Catalog of Periodic Variable Stars

Reference 13

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Observation a13ace28-b8d7-4e13-882f-af8dea353a52 · outbound

This paper cites H., Yan , L., Kangas , T., et al.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility H., Yan , L., Kangas , T., et al

Reference 14

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This paper cites On the Properties of Neural Machine Translation: Encoder-Decoder Approaches.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility On the Properties of Neural Machine Translation: Encoder-Decoder Approaches

Reference 15

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This paper cites W., Bloom, J.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility W., Bloom, J

Reference 16

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This paper cites keywords =.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility keywords =

Reference 17

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This paper cites M., Riddle, R., et al.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility M., Riddle, R., et al

Reference 18

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This paper cites author Dong, W.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility author Dong, W

Reference 19

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This paper cites A., Mahabal, A., Masci, F.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility A., Mahabal, A., Masci, F

Reference 20

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This paper cites J., & Mandel, K.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility J., & Mandel, K

Reference 21

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Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility A., Sharma, Y., et al

Reference 22

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Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility J., Coughlin, M

Reference 23

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This paper cites keywords =.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility keywords =

Reference 24

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Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility I., & Aleo, P

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This paper cites 2021, title GHOST: Using Only Host Galaxy Information to Accurately Associate and Distinguish Supernovae , , 908, 170, 10.3847/1538-4357/abd02b.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2021, title GHOST: Using Only Host Galaxy Information to Accurately Associate and Distinguish Supernovae , , 908, 170, 10.3847/1538-4357/abd02b

Reference 26

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This paper cites T., Shen, Y., & Villar, V.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility T., Shen, Y., & Villar, V

Reference 27

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Observation d6b590cd-64ed-4f94-b481-5ab04a3b9a51 · outbound

This paper cites W.\ 2017, Handbook of Supernovae, Type Iax Supernovae, 375.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility W.\ 2017, Handbook of Supernovae, Type Iax Supernovae, 375

Reference 28

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This paper cites 2019, ARA&A, 57, 305, doi: 10.1146/annurev-astro-081817-051819.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2019, ARA&A, 57, 305, doi: 10.1146/annurev-astro-081817-051819

Reference 29

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Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility K., et al

Reference 30

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Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2024, , 535, 471, 10.1093/mnras/stae2270

Reference 31

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This paper cites J., Kulkarni, S.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility J., Kulkarni, S

Reference 32

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This paper cites 2025, MNRAS, 542, L132, doi: 10.1093/mnrasl/slaf074.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2025, MNRAS, 542, L132, doi: 10.1093/mnrasl/slaf074

Reference 33

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doi, observed 2026-07-02T17:07:12.018323Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:5c38982bbf61af45ff186600aad9a717142aace0bf56e28dd077d1048abc89db

Observation 014f2913-d392-42c9-9500-619135c373af · outbound

This paper cites 2008, Exploring network structure, dynamics, and function using.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2008, Exploring network structure, dynamics, and function using

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T22:51:29.269488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:f77aa1ed99278d21004fa4255e8f6c68a2d984639155d7ace99cc29450005857

Observation 31a534fe-7532-44f3-9684-cd4efa4b39f7 · outbound

This paper cites A., Nazaryan, T.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility A., Nazaryan, T

Reference 35

Resolution
verified exact
doi, observed 2026-07-02T17:07:12.027309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:2ac0a46e6bb8fcf2209ab4bd4f33231b5fec91f160bd2461b0d1a410916ef278

Observation ae35022f-6b84-43a3-b803-b3b4af68a04a · outbound

This paper cites Harris, K.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility Harris, K

Reference 36

Resolution
verified exact
doi, observed 2026-07-02T17:07:11.904370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:8a751c149a60fb662c6986d6703fcc7417b709f20dfb77a7cf40277f73e57eda

Observation b5c644aa-e4e1-46b6-b37a-719632324efa · outbound

This paper cites Deep residual learning for image recognition.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility Deep residual learning for image recognition

Reference 37

Resolution
metadata mismatch
doi, observed 2026-07-02T17:07:12.052557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:f9fb8a9684d4e215825d0975e0eb69d24afbbceb96c12e0196315a1eaeff39b2

Observation 7a570f17-24de-4505-a0a2-d3dcc7f0dc86 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility Gaussian Error Linear Units (GELUs)

Reference 38

Resolution
metadata mismatch
local_arxiv, observed 2026-07-02T17:07:12.026340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:03bcdcf0ecb2967ae7490603ab9167be1b034e7ed49638b451b0660abcc33408

Observation 55955c37-331d-428e-b40a-2e369b475f30 · outbound

This paper cites A., Sollerman, J., et al.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility A., Sollerman, J., et al

Reference 39

Resolution
verified exact
doi, observed 2026-07-02T17:07:12.010804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:3d2fdd778c4f1c90d8e2270cbc353e3b27807d92d359e9a344191970a40ff4f9

Observation 1b798644-2b8c-4250-a160-b86fa8cf9717 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility Distilling the Knowledge in a Neural Network

Reference 40

Resolution
metadata mismatch
local_arxiv, observed 2026-07-02T17:07:12.119223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:4c29235cb4858ca0be53274006f527761dd7bc475f0fe664f9c3380cc5583815

Observation 0b6265d8-5205-41f5-8d78-4803afe060f2 · outbound

This paper cites Nature Communications , keywords =.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility Nature Communications , keywords =

Reference 41

Resolution
verified exact
doi, observed 2026-07-02T17:07:11.943837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:f0a1f688ee8ce7be68233c9f6ef30722f3caedfa5a9a448ffde77fa758cb851a

Observation 8e46de32-91b0-45e1-8382-3e4ce977bb44 · outbound

This paper cites BOOM and Babamul: a real-time, multi-survey, optical alert broker system operating at scale.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility BOOM and Babamul: a real-time, multi-survey, optical alert broker system operating at scale

Reference 42

Resolution
metadata mismatch
local_arxiv, observed 2026-07-02T17:07:11.922906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-11T11:50:26.030339Z digest=sha256:ca9a2961c1c7350b387d7044d43ec8aeff2baaf31942444782e53a6b26e49b77

Observation 925ba800-855c-491e-882c-dd29cc69a133 · outbound

This paper cites Applying multimodal learning to Classify transient Detections Early (AppleCiDEr) I: Data set, methods, and infrastructure.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility Applying multimodal learning to Classify transient Detections Early (AppleCiDEr) I: Data set, methods, and infrastructure

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-07-02T17:07:11.886440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:3cb032c173fe9be6ae7b3a29d263cca4d54286455c2cb1ea5a2a859d33fe4463

Observation 59ce2564-e847-42f1-a758-6e6446a0208c · outbound

This paper cites 4836, Survey and Other Telescope Technologies and Discoveries, ed.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 4836, Survey and Other Telescope Technologies and Discoveries, ed

Reference 44

Resolution
verified exact
doi, observed 2026-07-02T17:07:11.945935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:a57dddca3ee7487d92e3ab325658cfc5858139898d78567a2f33e571696d8a35

Observation 5c7b6e28-1fe9-4f6e-935d-88972c385dab · outbound

This paper cites M., Bellm, E., & Graham, M.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility M., Bellm, E., & Graham, M

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T22:51:29.261994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:6ae324f2091d98d798821784617b0b7b6eb0b2e910b3cc8c93718d300d4c79d8

Observation cfa50c0a-5fb0-40cb-8a9b-3c826fb969a8 · outbound

This paper cites keywords =.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility keywords =

Reference 46

Resolution
verified exact
doi, observed 2026-07-02T17:07:11.969941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:d9ec4871e988f967a77d0b2c713c01ed870e402b44659f87682922d8642ba50d

Observation a8885108-aa47-4708-80a8-cc775d4afbac · outbound

This paper cites L., Rigault , M., Neill , J.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility L., Rigault , M., Neill , J

Reference 47

Resolution
verified exact
doi, observed 2026-07-02T17:07:11.986838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:7d357bfcbe913a943072e22ebf23673dcee6e701029b738030331633c8c203b9

Observation 3483e8d1-a592-43e6-a148-b31ed5622c11 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility Adam: A Method for Stochastic Optimization

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-07-02T17:07:12.116024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:7c7d2b365d8d24b27be32e68f433bf09329232705a4186fe449795d3328b7c47

Observation 5419a1b3-2e12-47c7-9706-cdf1c82247dd · outbound

This paper cites 2023, in American Astronomical Society Meeting Abstracts, Vol.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2023, in American Astronomical Society Meeting Abstracts, Vol

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T22:51:29.265744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:262841faefa8e428aa6a3921076e1b19e419434fe1b522a31d3dc892b29e7e51

Observation bb6e88b3-94ba-44db-a031-d1665198154d · outbound

This paper cites Towards An Integrated Optical Transient Utility.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility Towards An Integrated Optical Transient Utility

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-07-02T17:07:12.121976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:02d9add95f70ae0723de3b27dd139e6ee68074125e40b17d8be2c86f7e0ac6a5

Observation 260f6df0-193b-4236-82f5-c4b86b02d8f7 · outbound

This paper cites and Corbett, Hank and Galliher, Nathan W.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility and Corbett, Hank and Galliher, Nathan W

Reference 51

Resolution
verified exact
doi, observed 2026-07-02T17:07:12.039502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:75690c5f941d325012618208df50c93d69016f6f141a918a864cb900aa794698

Observation a586bd54-6c12-4fed-b2b4-ae25cc4c985a · outbound

This paper cites 1989, in Advances in Neural Information Processing Systems, ed.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 1989, in Advances in Neural Information Processing Systems, ed

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T22:51:29.266773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:76f2c3173d5aaf147584fd2f4d99a584da66c0acfcd1d62ec13ffbbba38a9843

Observation ef182801-8cfe-4fc8-9637-21aa902d9a07 · outbound

This paper cites 2025, arXiv e-prints, arXiv:2510.06200, doi: 10.48550/arXiv.2510.06200.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2025, arXiv e-prints, arXiv:2510.06200, doi: 10.48550/arXiv.2510.06200

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-07-02T17:07:11.926034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:c61aff5029d7110dece7b6aabe98e71f3b34e338a78f766e3020e73d6c641065

Observation 7cfd8a38-31d2-4da6-8716-22ad77ba8040 · outbound

This paper cites J., Reeves J.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility J., Reeves J

Reference 54

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T17:07:11.958829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:60480b0bd6999f5ed1480a5241a07b2df362f4520f97412707c90d1725c10efc

Observation 3252b57a-e90e-424d-b1cc-8e7f65890077 · outbound

This paper cites T., Ogilvie G.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility T., Ogilvie G

Reference 55

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T17:07:12.037880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:7ec9e3d6592184236a72a57942e32ec58566da82c9bea0e2d474b6dd7d41061c

Observation 8506bd27-ce87-4289-9bc3-61334ad0294c · outbound

This paper cites A ConvNet for the 2020s.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility A ConvNet for the 2020s

Reference 56

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T17:07:12.037722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:308eea999f8c9f9a81ab9a95cac08b9a8a699d05817af41eed742c4022251af3

Observation 5f79154d-53e7-4124-b419-673cddca35c3 · outbound

This paper cites 2026, arXiv e-prints, arXiv:2601.14235, doi: 10.48550/arXiv.2601.14235.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2026, arXiv e-prints, arXiv:2601.14235, doi: 10.48550/arXiv.2601.14235

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-07-02T17:07:12.043834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:8fc3cd4de889417cd6a97d9a008ff7ee30399f218180ddb45f6a308dcb484544

Observation e8c404ec-d24c-4387-98e7-edb2a23112ac · outbound

This paper cites 2015, ApJ, 804, 90, doi: 10.1088/0004-637X/804/2/90.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2015, ApJ, 804, 90, doi: 10.1088/0004-637X/804/2/90

Reference 58

Resolution
verified exact
doi, observed 2026-07-02T17:07:11.924560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:9964388586f53130df1303662e0674dfad47798f98ea1dc1203519b0c2926bc0

Observation a0836afb-c977-47e5-bc58-88bc5082de83 · outbound

This paper cites 2023, in American Astronomical Society Meeting Abstracts, Vol.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2023, in American Astronomical Society Meeting Abstracts, Vol

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T22:51:29.267448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:af1bbe1aba06ed16e5edb35b8483236712b3253d4c55b57ad2abb4921c69ec73

Observation 781e415e-162d-47bb-a359-f0281478c290 · outbound

This paper cites I., & ELAsTiCC Team.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility I., & ELAsTiCC Team

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T22:51:29.278448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:fb8611e81b1edab30ba9d25eae1f022524883615bb2eed00f110db6d8593c8af

Observation 9563ce22-ad3d-4593-9fe3-4229ece4e339 · outbound

This paper cites The Zwicky Transient Facility: Data Processing, Products, and Archive.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility The Zwicky Transient Facility: Data Processing, Products, and Archive

Reference 61

Resolution
verified exact
doi, observed 2026-07-02T17:07:11.984376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:8f101d4320c5326bd9f11b5d8a462bb1d25576bbc64ede5ec8215e9f9745d1fd

Observation c92d76ea-7dda-4ec8-ad45-f906d8b0cac4 · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 62

Resolution
metadata mismatch
local_arxiv, observed 2026-07-02T17:07:12.033939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:84925a1e06f1030f65935d4f76931cfa017cc98e4194d7dde6718b3951bc00f8

Observation 214fa2ab-b3d9-4e7a-92a7-c1dfc1dc678f · outbound

This paper cites keywords =.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility keywords =

Reference 63

Resolution
verified exact
doi, observed 2026-07-02T17:07:11.952346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:9288aa2ae38e7801858a68ed42a03eb88642f572c7cee561848b96cc9609204b

Observation 0e6e6d11-dcac-4a9c-a9c3-1b8ed854e0d9 · outbound

This paper cites 2025, A&A, 703, A41, doi: 10.1051/0004-6361/202554289.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2025, A&A, 703, A41, doi: 10.1051/0004-6361/202554289

Reference 64

Resolution
verified exact
doi, observed 2026-07-02T17:07:11.931995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:de19132942d2b675cf4a60b9df3f779c5fd97abb4961363476144faad31219e3

Observation a85b2187-f49e-466a-be3d-2d2d32fedb3e · outbound

This paper cites S., Biswas, R., & Hloˇ zek, R.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility S., Biswas, R., & Hloˇ zek, R

Reference 65

Resolution
verified exact
doi, observed 2026-07-02T17:07:11.910491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:64ea7fd5b698db395001eb4b6e8267bb207dc7761be4b59d64eb417ae0fa70ed

Observation f1350658-9a08-42e2-980a-e4d129fd842c · outbound

This paper cites 2023, in American Astronomical Society Meeting Abstracts, Vol.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2023, in American Astronomical Society Meeting Abstracts, Vol

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T22:51:29.276703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T17:02:45.133692Z digest=sha256:25a33857141a5f44814c02b9aac2fce520db60ba657d92a12469fdbf5cd77a86

Observation 4d0d0d9a-5000-4d98-b17b-d993a7a78416 · outbound

This paper cites D., Sullivan, M., Gal-Yam, A., et al.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility D., Sullivan, M., Gal-Yam, A., et al

Reference 67

Resolution
verified exact
doi, observed 2026-07-02T17:07:11.992977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation da748709-5694-4b13-a9e2-96de882be70c · outbound

This paper cites M., Assef, R.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility M., Assef, R

Reference 68

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 794ed638-ad5b-422d-8412-3c8cb445849d · outbound

This paper cites 2025, arXiv e-prints, arXiv:2510.17960, 10.48550/arXiv.2510.17960.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2025, arXiv e-prints, arXiv:2510.17960, 10.48550/arXiv.2510.17960

Reference 69

Resolution
verified exact
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Source-reported events for the cited work

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Observation 8ad2ad5b-aced-42a1-b1ce-f18d41046ce3 · outbound

This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Library.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility PyTorch: An Imperative Style, High-Performance Deep Learning Library

Reference 70

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 29e15eb8-87e4-4360-a8e7-2823fff496dc · outbound

This paper cites 2011, Journal of Machine Learning Research, 12.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2011, Journal of Machine Learning Research, 12

Reference 71

Resolution
verified fuzzy
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Source-reported events for the cited work

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Observation 25271fd8-9b27-4751-86e7-2f16d7f3c7c2 · outbound

This paper cites A., Quimby , R.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility A., Quimby , R

Reference 72

Resolution
verified exact
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Source-reported events for the cited work

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Observation c9adee52-a0a1-43a0-8f88-084fa1b8ef39 · outbound

This paper cites A., Fremling, C., Sollerman, J., et al.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility A., Fremling, C., Sollerman, J., et al

Reference 73

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation b1537407-5346-446c-beac-f9686499427a · outbound

This paper cites J., Ashall, C., James, P.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility J., Ashall, C., James, P

Reference 74

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 0066dd4a-41c9-4f44-b176-54566cd1ddb5 · outbound

This paper cites 2021, The Astronomical Journal, 162, 67, doi: 10.3847/1538-3881/ac0824.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2021, The Astronomical Journal, 162, 67, doi: 10.3847/1538-3881/ac0824

Reference 75

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 8d2216c2-1d48-46aa-8ac3-be0e8e96609a · outbound

This paper cites W., Miller, A.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility W., Miller, A

Reference 76

Resolution
verified exact
doi, observed 2026-07-02T17:07:12.024022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation f3544855-7cb4-4325-b933-2ced602a85f5 · outbound

This paper cites A., Jegou Du Laz , T., et al.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility A., Jegou Du Laz , T., et al

Reference 77

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 8ff46cf2-07f3-4231-aadc-33f471308860 · outbound

This paper cites V., Singh, A., et al.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility V., Singh, A., et al

Reference 78

Resolution
verified exact
doi, observed 2026-07-02T17:07:12.008438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation d0a95207-6469-4258-afa4-adf7e2f3fff2 · outbound

This paper cites A., Walmsley, M., et al.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility A., Walmsley, M., et al

Reference 79

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 2ad3264b-da6f-413d-ab83-9f7562fe2eac · outbound

This paper cites D., Blagorodnova , N., et al.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility D., Blagorodnova , N., et al

Reference 80

Resolution
verified exact
doi, observed 2026-07-02T17:07:11.960627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation d4fee345-42f0-4cec-9edc-48baa84e0467 · outbound

This paper cites keywords =.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility keywords =

Reference 81

Resolution
metadata mismatch
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 0d849366-7735-4b91-b32e-912d2e163dcb · outbound

This paper cites Learning Representations by Back- Propagating Errors.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility Learning Representations by Back- Propagating Errors

Reference 82

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 529c7f61-d1c1-48fd-8a79-e375c4623847 · outbound

This paper cites The Astrophysical Journal Supplement Series , author =.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility The Astrophysical Journal Supplement Series , author =

Reference 83

Resolution
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Source-reported events for the cited work

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Observation 8d4f3c2f-9f32-4d95-bb30-fb7c40a6f01b · outbound

This paper cites Global Hierarchical Neural Networks using Hierarchical Softmax.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility Global Hierarchical Neural Networks using Hierarchical Softmax

Reference 84

Resolution
verified exact
arxiv_id, observed 2026-07-02T17:07:12.040551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation bbd04e4a-4b05-43a5-ba6a-1a8250099b9a · outbound

This paper cites G., Gagliano, A., Malanchev, K., et al.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility G., Gagliano, A., Malanchev, K., et al

Reference 85

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 365e8687-d062-4b11-a460-14648745a5c4 · outbound

This paper cites G., Liu, C., Rehemtulla, N., et al.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility G., Liu, C., Rehemtulla, N., et al

Reference 86

Resolution
verified fuzzy
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Source-reported events for the cited work

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Observation d04db44d-d9ca-40a4-bfd4-dd5ad9f300a9 · outbound

This paper cites A., Sollerman, J., et al.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility A., Sollerman, J., et al

Reference 87

Resolution
verified exact
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Source-reported events for the cited work

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Observation 3fd1275d-8691-4bce-9576-191de663b1e7 · outbound

This paper cites W., et al.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility W., et al

Reference 88

Resolution
verified exact
doi, observed 2026-07-02T17:07:12.032846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 777243fb-b6e4-406a-81f2-3d94da2670dd · outbound

This paper cites 2022, A&A, 657, A64, doi: 10.1051/0004-6361/202142049.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2022, A&A, 657, A64, doi: 10.1051/0004-6361/202142049

Reference 89

Resolution
verified exact
doi, observed 2026-07-02T17:07:12.019726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 907f26e9-ab56-41cf-b991-eba455faa276 · outbound

This paper cites J., Coughlin, M.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility J., Coughlin, M

Reference 90

Resolution
verified exact
doi, observed 2026-07-02T17:07:11.988529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 3281be90-a056-4e2d-aef2-21cec558b035 · outbound

This paper cites 2024, ApJL, 965, L14, doi: 10.3847/2041-8213/ad3337.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2024, ApJL, 965, L14, doi: 10.3847/2041-8213/ad3337

Reference 91

Resolution
verified exact
doi, observed 2026-07-02T17:07:11.970100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation bf3dfc08-a934-48d5-ba87-1173aa7e6fa1 · outbound

This paper cites keywords =.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility keywords =

Reference 92

Resolution
metadata mismatch
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 253cb64e-191a-49e9-9ce3-1af7bd381013 · outbound

This paper cites 2026, arXiv e-prints, arXiv:2602.13036, doi: 10.48550/arXiv.2602.13036.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2026, arXiv e-prints, arXiv:2602.13036, doi: 10.48550/arXiv.2602.13036

Reference 93

Resolution
verified exact
arxiv_id, observed 2026-07-02T17:07:11.982912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 8d93151d-07b2-4dbf-91eb-9d91eb3e7d2a · outbound

This paper cites 2025, arXiv e-prints, arXiv:2511.00614, doi: 10.48550/arXiv.2511.00614 van der Walt, S., Crellin-Quick, A., & Bloom, J.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility 2025, arXiv e-prints, arXiv:2511.00614, doi: 10.48550/arXiv.2511.00614 van der Walt, S., Crellin-Quick, A., & Bloom, J

Reference 94

Resolution
verified exact
arxiv_id, observed 2026-07-02T17:07:11.965851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 154143a6-2428-4976-be82-6841793cfe47 · outbound

This paper cites Hierarchical Cross-entropy Loss for Classification of Astrophysical Transients.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility Hierarchical Cross-entropy Loss for Classification of Astrophysical Transients

Reference 95

Resolution
verified exact
arxiv_id, observed 2026-07-02T17:07:11.936803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 055a6399-092a-488e-9794-be7f02903239 · outbound

This paper cites A., Gomez, S., Berger, E., & Gagliano, A.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility A., Gomez, S., Berger, E., & Gagliano, A

Reference 96

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation bccd9d70-99de-48fd-b128-b34d204573f5 · outbound

This paper cites A., Hosseinzadeh, G., Berger, E., et al.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility A., Hosseinzadeh, G., Berger, E., et al

Reference 97

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation ef288427-f09b-4414-8340-e43c753d4549 · outbound

This paper cites Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau, Evgeni Burovski, Pearu Peterson, Warren Weckesser, Jonathan Bright, St´ efan J.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau, Evgeni Burovski, Pearu Peterson, Warren Weckesser, Jonathan Bright, St´ efan J

Reference 98

Resolution
verified exact
doi, observed 2026-07-02T17:07:12.020408Z

Source-reported events for the cited work

correction dated 2020-03-04. Source: crossref record 10.1038/s41592-020-0772-5->10.1038/s41592-019-0686-2:correction, observed 2026-07-11T03:08:19.430942+00:00. This notice travels one citation hop only.

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Observation 1976a561-0fd0-4479-b4f7-4c91cacb9a3b · outbound

This paper cites Waibel, T.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility Waibel, T

Reference 99

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 5fced58b-aa16-4488-8089-bf494ba93349 · outbound

This paper cites Scaling Laws for Galaxy Images.

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility Scaling Laws for Galaxy Images

Reference 100

Resolution
verified exact
arxiv_id, observed 2026-07-02T17:07:11.986980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Pith citing papers

No inbound Pith citation observations are available.