Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models | Paper Citation Record

Observation d239374d-630b-4599-9391-67afae33ae0a · outbound

This paper cites International conference on machine learning , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models International conference on machine learning , pages=

Reference 1

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This paper cites Proceedings of the IEEE conference on computer vision and pattern recognition , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE conference on computer vision and pattern recognition , pages=

Reference 2

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Observation a72e5eb0-5d4d-4f30-994d-908d6178a362 · outbound

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Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models ICLR , year=

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Observation 6b73c5fc-8e17-471a-b7a7-ffb9b5078eec · outbound

This paper cites A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts

Reference 4

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Observation affc6f11-c947-4739-b370-1b73c5faa000 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Advances in Neural Information Processing Systems , volume=

Reference 5

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Observation de184bf8-9204-48f9-9cb1-a6b5e650e0c9 · outbound

This paper cites Tent: Fully Test-time Adaptation by Entropy Minimization.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Tent: Fully Test-time Adaptation by Entropy Minimization

Reference 6

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Observation ea03acf6-5d65-44d3-aeb4-46b6365bd3ea · outbound

This paper cites an unresolved cited work.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Unresolved cited work

Reference 7

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Observation 5ef0ec4c-fc11-43b2-9c69-d12c9bcf8f41 · outbound

This paper cites Advances in neural information processing systems , volume=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Advances in neural information processing systems , volume=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.222599Z

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Observation 24d36c5d-921a-43ba-a503-9e6242e34d3b · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.229200Z

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Observation 3ba17b05-bc0d-4835-85b0-66d391f87979 · outbound

This paper cites CoRR , volume =.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models CoRR , volume =

Reference 10

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Observation c6c07e1d-0c4b-426c-a65e-dbbe26688f11 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.238754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 492e6d8d-18c1-4fdd-830c-3c57d2cc11f1 · outbound

This paper cites Towards Stable Test-Time Adaptation in Dynamic Wild World.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 12

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Observation de167828-ed3b-4d94-b29c-6afc135fb2ca · outbound

This paper cites International journal of computer vision , volume=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models International journal of computer vision , volume=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.249098Z

Source-reported events for the cited work

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Observation 3f532f28-b42c-4397-bea9-3fb2891d5e36 · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.254290Z

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This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.259481Z

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This paper cites Advances in Neural Information Processing Systems , volume=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Advances in Neural Information Processing Systems , volume=

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:48.292126Z

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Observation 79edd563-4b61-48e8-b86c-0d5934d1a045 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:48.277590Z

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Observation 6f2f07f6-67f4-419c-b432-839152a6c457 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Advances in Neural Information Processing Systems , volume=

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:48.262468Z

Source-reported events for the cited work

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Observation a5b5afbc-78cc-475b-bc53-eb8198ce4b85 · outbound

This paper cites Hasegawa-Johnson and Yingzhen Li and Chang D.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Hasegawa-Johnson and Yingzhen Li and Chang D

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:48.247238Z

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Observation c9461a49-66b7-4e97-a8f1-ff0dab95e0eb · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:48.230138Z

Source-reported events for the cited work

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Observation 053fa389-763a-4bd5-8cf1-6491f6408fc6 · outbound

This paper cites Perera Miriya Thanthrige and Ranga Rodrigo and Muhammad Haris Khan , booktitle=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Perera Miriya Thanthrige and Ranga Rodrigo and Muhammad Haris Khan , booktitle=

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:48.213220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d3d234bf-f6a0-406c-aaab-8b06d09cc5b1 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Advances in Neural Information Processing Systems , volume=

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:48.196563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fc019800-82a6-46ad-b25c-0689be35279e · outbound

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Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) , pages=

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:48.152343Z

Source-reported events for the cited work

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Observation b878498a-4ee3-4335-a232-f18027136cbf · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Advances in Neural Information Processing Systems , volume=

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:48.015389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8c47432c-62a3-434c-8fe0-398f12be6514 · outbound

This paper cites $\texttt{BATCLIP}$: Bimodal Online Test-Time Adaptation for CLIP.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models $\texttt{BATCLIP}$: Bimodal Online Test-Time Adaptation for CLIP

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.308779Z

Source-reported events for the cited work

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Observation 255a2108-74ea-4895-9310-8fd44bb05e1e · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.954612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 68a4c455-f8a4-4d0b-8674-89e78ac24ef4 · outbound

This paper cites Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.318322Z

Source-reported events for the cited work

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Observation 92466130-00b6-424d-ad1d-0e0e0540efab · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.323417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites Advances in Neural Information Processing Systems , volume=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Advances in Neural Information Processing Systems , volume=

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.905644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ae271bb2-5c2d-40b5-8e21-6cacd6094f1c · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , year=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , year=

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.870072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dafdc425-06f4-49b2-a553-eb8826513791 · outbound

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Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models arXiv preprint arXiv:2409.19375 , year=

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.336831Z

Source-reported events for the cited work

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This paper cites , author=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models , author=

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.855771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7ef0edf3-90f4-473e-a830-a37f70525181 · outbound

This paper cites Proceedings of the Computer Vision and Pattern Recognition Conference , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the Computer Vision and Pattern Recognition Conference , pages=

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.840175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a526cc45-2faf-43fd-8e37-643847758b22 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Advances in Neural Information Processing Systems , volume=

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.824817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1197b7a3-82be-42ba-9d3e-11726f597438 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.808441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e676b26c-16e3-4921-b5ed-9249a7b4a0a4 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.793955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0dd9e9ee-d412-4f42-bf81-9f9f6b8b6476 · outbound

This paper cites European Conference on Computer Vision , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models European Conference on Computer Vision , pages=

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.779971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation be2f77df-4126-4afa-a6f7-ea3a092291ef · outbound

This paper cites Proceedings of the Computer Vision and Pattern Recognition Conference , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the Computer Vision and Pattern Recognition Conference , pages=

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.765339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a4f7978f-d6bb-405f-8b45-9c087719dd17 · outbound

This paper cites Efficient and Context-Aware Label Propagation for Zero-/Few-Shot Training-Free Adaptation of Vision-Language Model.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Efficient and Context-Aware Label Propagation for Zero-/Few-Shot Training-Free Adaptation of Vision-Language Model

Reference 39

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0e604599-e072-47e6-bba0-b1c5f62bf442 · outbound

This paper cites DynaPrompt: Dynamic Test-Time Prompt Tuning.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models DynaPrompt: Dynamic Test-Time Prompt Tuning

Reference 40

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Observation b140a766-4895-4458-b28d-b37db05d33c7 · outbound

This paper cites Beyond Model Adaptation at Test Time: A Survey.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Beyond Model Adaptation at Test Time: A Survey

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.382774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ce181ec-0e47-48e7-9dab-25435d75eb58 · outbound

This paper cites AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.387517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39a12f64-8562-407b-9f1c-d623341bcbfb · outbound

This paper cites International conference on machine learning , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models International conference on machine learning , pages=

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.392788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e77b6c3-c717-4d0b-b2e3-c371570dec1c · outbound

This paper cites Advances in Neural Information Processing Systems , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Advances in Neural Information Processing Systems , pages=

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.397592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3982fca1-3255-45a4-adc4-fcea36a32478 · outbound

This paper cites CVPR , year=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models CVPR , year=

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.402143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dee85e3a-15ee-4336-8e4f-7fb1b448e4f0 · outbound

This paper cites ICCV , year=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models ICCV , year=

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.406077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d8e80d3-4205-4c81-bd57-87ec787b5df1 · outbound

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Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models 3D Object Representations for Fine-Grained Categorization , year=

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.410242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ba04189-1dbd-4625-8099-37479a02753b · outbound

This paper cites European Conference on Computer Vision , year =.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models European Conference on Computer Vision , year =

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.414896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e7a0cc4-1de9-4a3f-a4e4-c670a67bbfab · outbound

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Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:37:47.695654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c0dcc13c-e5c2-4c42-b73d-1ac65bf63237 · outbound

This paper cites 2012 IEEE conference on computer vision and pattern recognition , year=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models 2012 IEEE conference on computer vision and pattern recognition , year=

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.424181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f269e6fa-3482-471b-b164-0d32c695f066 · outbound

This paper cites 2008 Sixth Indian conference on computer vision, graphics & image processing , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models 2008 Sixth Indian conference on computer vision, graphics & image processing , pages=

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.429368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a3cd0ae-4b46-42f0-9052-7430b2c98f38 · outbound

This paper cites 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition , title=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition , title=

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.661944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7639e980-114a-41b3-a1bd-23ab2ab6ace8 · outbound

This paper cites Proceedings of the IEEE conference on computer vision and pattern recognition , year=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE conference on computer vision and pattern recognition , year=

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.438565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64e14087-54f3-4c4a-8e43-aa0fd6f10dfa · outbound

This paper cites IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , year=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , year=

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.443027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5db379e2-c07e-424e-8e92-dad499c714bc · outbound

This paper cites UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.447444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85fa3e11-dc7c-40a0-ace4-658b41c3978d · outbound

This paper cites Benchmarking Neural Network Robustness to Common Corruptions and Perturbations.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Benchmarking Neural Network Robustness to Common Corruptions and Perturbations

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.451980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b51c6d8-19ff-42d8-93b1-e8c53714a06c · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Representation Learning with Contrastive Predictive Coding

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.457387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61427890-fffa-451e-b80e-d55746c93dba · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.461875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab529b01-f3b0-450f-a579-60552c3995c6 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.616789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 732b0b6d-fa23-47a9-ba4f-a138a5ffa6b5 · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.602043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3123555b-160b-424e-8fc1-f0826254de8c · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.558247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d211b5e3-fccb-41c2-b7a1-f325e07b4d0d · outbound

This paper cites IEEE transactions on pattern analysis and machine intelligence , volume=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models IEEE transactions on pattern analysis and machine intelligence , volume=

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.478764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63723566-410b-42da-a79d-a7e30055449d · outbound

This paper cites International conference on machine learning , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models International conference on machine learning , pages=

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.483138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 769ab824-ae61-4711-a63d-c5ef1b1bc3ee · outbound

This paper cites International conference on machine learning , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models International conference on machine learning , pages=

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.487398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a260c1f-4775-4f2f-a994-2817a7e42270 · outbound

This paper cites 2009 IEEE conference on computer vision and pattern recognition , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models 2009 IEEE conference on computer vision and pattern recognition , pages=

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.491831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b7a1c50-0e4e-4871-822b-da42dd4099d9 · outbound

This paper cites European Conference on Computer Vision , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models European Conference on Computer Vision , pages=

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.430665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 06c872f7-7d0c-4759-adbb-457672dff68b · outbound

This paper cites International conference on machine learning , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models International conference on machine learning , pages=

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.500146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22742a83-2017-4e48-b2eb-dcd5997c901d · outbound

This paper cites Proceedings of the IEEE/CVF winter conference on applications of computer vision , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF winter conference on applications of computer vision , pages=

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.504266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65e53600-c33c-406b-9fb7-249aa0b4c234 · outbound

This paper cites Transportation Research Part C: Emerging Technologies , volume=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Transportation Research Part C: Emerging Technologies , volume=

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.332554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9ebac5fb-cd58-4685-96a4-f8851c3a88b1 · outbound

This paper cites Proceedings of the IEEE/CVF international conference on computer vision , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF international conference on computer vision , pages=

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.253655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 10f686ac-bb4f-46b9-8653-25e5f5625228 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.215408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 96534991-687f-4c03-8adc-35952855fb05 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.200504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 69b49e57-0cf0-49ba-91cf-f35afc46c090 · outbound

This paper cites Open-Vocabulary Calibration for Fine-tuned CLIP.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Open-Vocabulary Calibration for Fine-tuned CLIP

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.525691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76fd479f-c8a8-421d-a1db-0f3ef90e48db · outbound

This paper cites Advances in large margin classifiers , volume=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Advances in large margin classifiers , volume=

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.530281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08cfdce0-d2be-4a07-bfca-a779e519bf10 · outbound

This paper cites Icml , volume=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Icml , volume=

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.175329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation af842454-bb29-458f-84b9-433565188e72 · outbound

This paper cites 2005 , publisher=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models 2005 , publisher=

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.538888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89eb1d7b-7bd1-4c38-95be-7dd6352469ae · outbound

This paper cites Journal of the American Statistical Association , volume=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Journal of the American Statistical Association , volume=

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.543202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ea58cd4-a896-491b-a70b-7b33069384d9 · outbound

This paper cites International Conference on Machine Learning , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models International Conference on Machine Learning , pages=

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.547360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd537fd7-386e-4791-a75f-4ed6484a5676 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Advances in Neural Information Processing Systems , volume=

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.134086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c56f0987-b6f1-402e-bf51-68eaf3921c79 · outbound

This paper cites Advances in neural information processing systems , volume=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Advances in neural information processing systems , volume=

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.555938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d0c8850-29f0-48bb-a9df-f7ae79132b4c · outbound

This paper cites The Over-Certainty Phenomenon in Modern Test-Time Adaptation Algorithms.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models The Over-Certainty Phenomenon in Modern Test-Time Adaptation Algorithms

Reference 81

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T20:37:46.669042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 28d9d781-f02a-4e7a-82d6-fcbf3935d797 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.565803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 439f21b2-0262-4d1c-8f5b-34964d4a24e4 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.100015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7d3efef8-f187-4e82-b18e-bc875130e12c · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.574314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b551967b-f27b-41d2-9450-2d43456fe571 · outbound

This paper cites 27th European Conference on Artificial Intelligence , volume=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models 27th European Conference on Artificial Intelligence , volume=

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.073496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a8c4ca23-252a-4bbb-aee5-d8f07b1e47d7 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the AAAI Conference on Artificial Intelligence , pages=

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.059013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 53419daa-ec18-458d-8a98-ae9b7750ef5d · outbound

This paper cites What Drives Test-Time Adaptation for CLIP? A Controlled Empirical Study from an Update Perspective.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models What Drives Test-Time Adaptation for CLIP? A Controlled Empirical Study from an Update Perspective

Reference 87

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T20:37:46.647511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6bece536-6334-4308-a337-19f8226dba93 · outbound

This paper cites International Conference on Intelligent Computing , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models International Conference on Intelligent Computing , pages=

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.042547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a74cb823-bdf7-4633-9faf-3efa9df1a4b8 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.027240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2939022d-cf10-44c2-8b48-1b5f3a36d810 · outbound

This paper cites Proceedings of the AAAI conference on artificial intelligence , year=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Proceedings of the AAAI conference on artificial intelligence , year=

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:37:47.012939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 52d8e214-395d-4a52-8bee-2a9516f0a33d · outbound

This paper cites 2004 conference on computer vision and pattern recognition workshop , pages=.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models 2004 conference on computer vision and pattern recognition workshop , pages=

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.603234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers