Conformal Prediction for Zero-Shot Models | Paper Citation Record

Observation cfcddc84-e56c-43fd-88f0-ef6cbe6912f6 · outbound

This paper cites Learn- ing by transduction.

Conformal Prediction for Zero-Shot Models Learn- ing by transduction

Reference 1

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Observation eb15b2e5-936b-4b35-bc68-a16cbdd995b8 · outbound

This paper cites Uncertainty sets for image clas- sifiers using conformal prediction.

Conformal Prediction for Zero-Shot Models Uncertainty sets for image clas- sifiers using conformal prediction

Reference 2

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Observation 68ac132c-2764-4063-b800-7b2fbff7d4c2 · outbound

This paper cites Self-labelling via simultaneous clustering and representation learning.

Conformal Prediction for Zero-Shot Models Self-labelling via simultaneous clustering and representation learning

Reference 3

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Observation 3db572b2-c093-48d7-8466-70432902678a · outbound

This paper cites Food-101 – mining discriminative components with ran- dom forests.

Conformal Prediction for Zero-Shot Models Food-101 – mining discriminative components with ran- dom forests

Reference 4

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Observation 94e33818-9397-467f-9afd-3350a8d9faa2 · outbound

This paper cites Transductive infor- mation maximization for few-shot learning.

Conformal Prediction for Zero-Shot Models Transductive infor- mation maximization for few-shot learning

Reference 5

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Observation 078a469a-7e15-4736-96ef-df77c0288463 · outbound

This paper cites an unresolved cited work.

Conformal Prediction for Zero-Shot Models Unresolved cited work

Reference 6

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Observation 773804f1-d58c-4c75-9519-4f680df3f31b · outbound

This paper cites Deep clustering for unsupervised learning of visual features.

Conformal Prediction for Zero-Shot Models Deep clustering for unsupervised learning of visual features

Reference 7

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Observation 91d1d7ad-c825-48b5-a5ee-74328d390518 · outbound

This paper cites Describing textures in the wild.

Conformal Prediction for Zero-Shot Models Describing textures in the wild

Reference 8

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Observation 89360931-5051-4e20-957f-1da07d5cf548 · outbound

This paper cites Correia, Fabio Valerio Massoli, Christos Louizos, and Arash Behboodi.

Conformal Prediction for Zero-Shot Models Correia, Fabio Valerio Massoli, Christos Louizos, and Arash Behboodi

Reference 9

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Observation 76f3172d-e0f4-41ba-8f72-cff988c175ab · outbound

This paper cites Sinkhorn distances: Lightspeed computation of optimal transport.

Conformal Prediction for Zero-Shot Models Sinkhorn distances: Lightspeed computation of optimal transport

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:48.170459Z

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Observation 21c32800-bb9a-4e55-aa46-c7b34a056051 · outbound

This paper cites Imagenet: A large-scale hierarchical im- age database.

Conformal Prediction for Zero-Shot Models Imagenet: A large-scale hierarchical im- age database

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:47.981345Z

Source-reported events for the cited work

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Observation 61354440-b5c4-4a6f-8a55-8794c5e54522 · outbound

This paper cites A baseline for few-shot image clas- sification.

Conformal Prediction for Zero-Shot Models A baseline for few-shot image clas- sification

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:47.871724Z

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Observation 9cfc17f9-284f-447f-ae7c-1bc0a3a7308d · outbound

This paper cites Class-conditional conformal prediction with many classes.

Conformal Prediction for Zero-Shot Models Class-conditional conformal prediction with many classes

Reference 13

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Observation 30190652-f475-4d51-a00b-295dd2876426 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

Conformal Prediction for Zero-Shot Models An image is worth 16x16 words: Transformers for image recognition at scale

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:47.546863Z

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Observation 89a05199-c876-4919-a251-6273c1f41600 · outbound

This paper cites Training uncertainty-aware classifiers with conformalized deep learning.

Conformal Prediction for Zero-Shot Models Training uncertainty-aware classifiers with conformalized deep learning

Reference 15

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Observation 18b52f75-04fc-4d1a-8986-cf45181c83b7 · outbound

This paper cites Fergus, and P.

Conformal Prediction for Zero-Shot Models Fergus, and P

Reference 16

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Source-reported events for the cited work

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Observation 395b32bc-80c6-4ee3-934e-29748b2a231c · outbound

This paper cites Discriminative ensemble meta-learning with co-regularization for rare fundus diseases diagnosis.

Conformal Prediction for Zero-Shot Models Discriminative ensemble meta-learning with co-regularization for rare fundus diseases diagnosis

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:47.045051Z

Source-reported events for the cited work

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Observation e39fcbc0-37d4-4921-9926-ebb6ef16a220 · outbound

This paper cites Clip-adapter: Better vision-language models with feature adapters.

Conformal Prediction for Zero-Shot Models Clip-adapter: Better vision-language models with feature adapters

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:46.927569Z

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Observation 44cf4ffd-1794-4c08-bb23-cf3ac8b0e1a3 · outbound

This paper cites Transductive conformal inference with adaptive scores.

Conformal Prediction for Zero-Shot Models Transductive conformal inference with adaptive scores

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:46.744937Z

Source-reported events for the cited work

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Observation d598602b-f83f-4dec-881f-d0f4c7930afc · outbound

This paper cites Visual-language prompt tuning with knowledge-guided context optimization.

Conformal Prediction for Zero-Shot Models Visual-language prompt tuning with knowledge-guided context optimization

Reference 20

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Observation 0e3f90d6-bd42-4947-a630-2af93d5c677d · outbound

This paper cites Deep residual learning for image recognition.Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2016.

Conformal Prediction for Zero-Shot Models Deep residual learning for image recognition.Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2016

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:46.438418Z

Source-reported events for the cited work

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Observation 47db79fb-3bbb-46ec-8d88-6e0c66c81c8f · outbound

This paper cites Introducing eurosat: A novel dataset and deep learning benchmark for land use and land cover clas- sification.

Conformal Prediction for Zero-Shot Models Introducing eurosat: A novel dataset and deep learning benchmark for land use and land cover clas- sification

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:46.294337Z

Source-reported events for the cited work

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Observation 482a7cc4-8ba9-4476-9951-79e95703ac65 · outbound

This paper cites Natural adversarial examples.

Conformal Prediction for Zero-Shot Models Natural adversarial examples

Reference 23

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Source-reported events for the cited work

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Observation d5434738-382a-4f73-8b4d-a3a417be4800 · outbound

This paper cites The many faces of robustness: A critical analysis of out-of-distribution generalization.

Conformal Prediction for Zero-Shot Models The many faces of robustness: A critical analysis of out-of-distribution generalization

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:46.142624Z

Source-reported events for the cited work

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Observation 1902711b-f408-4f2b-b89b-6e8089bdd680 · outbound

This paper cites Conformal prediction for deep clas- sifier via label ranking.

Conformal Prediction for Zero-Shot Models Conformal prediction for deep clas- sifier via label ranking

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:45.975392Z

Source-reported events for the cited work

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Observation 6c022329-483b-4c50-930d-f24cb69d9149 · outbound

This paper cites Lp++: A surprisingly strong linear probe for few-shot clip.

Conformal Prediction for Zero-Shot Models Lp++: A surprisingly strong linear probe for few-shot clip

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:45.869929Z

Source-reported events for the cited work

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Observation db7e3d20-8580-4b51-a8b1-81467fcf1c49 · outbound

This paper cites 3d object representations for fine-grained categorization.

Conformal Prediction for Zero-Shot Models 3d object representations for fine-grained categorization

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:45.727464Z

Source-reported events for the cited work

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Observation be4f6fd7-8254-415b-86d9-3a6974efc258 · outbound

This paper cites Learning multiple layers of features from tiny images.

Conformal Prediction for Zero-Shot Models Learning multiple layers of features from tiny images

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:45.611269Z

Source-reported events for the cited work

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Observation 510f15f0-2c12-445f-8e4b-2758cf2e94a7 · outbound

This paper cites Tibshi- rani, and Larry Wasserman.

Conformal Prediction for Zero-Shot Models Tibshi- rani, and Larry Wasserman

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:45.453004Z

Source-reported events for the cited work

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Observation 6cb43a1a-5af0-4114-8e67-8f34aa4f0898 · outbound

This paper cites Difficulty-aware meta-learning for rare disease diagnosis.

Conformal Prediction for Zero-Shot Models Difficulty-aware meta-learning for rare disease diagnosis

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:45.330069Z

Source-reported events for the cited work

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Observation d641d3e6-cfbe-4f8d-a05e-cbee913800ab · outbound

This paper cites Open-vocabulary semantic segmentation with mask-adapted clip.

Conformal Prediction for Zero-Shot Models Open-vocabulary semantic segmentation with mask-adapted clip

Reference 31

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Source-reported events for the cited work

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Observation cb2bbab6-5fbf-4fa2-a130-9d7126da9efc · outbound

This paper cites Effective adaptation in multi- task co-training for unified autonomous driving.

Conformal Prediction for Zero-Shot Models Effective adaptation in multi- task co-training for unified autonomous driving

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:44.932513Z

Source-reported events for the cited work

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Observation cb331986-0e41-4a32-a895-e9f26a05fd19 · outbound

This paper cites Learning object-language alignments for open-vocabulary object de- tection.

Conformal Prediction for Zero-Shot Models Learning object-language alignments for open-vocabulary object de- tection

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:44.752401Z

Source-reported events for the cited work

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Observation e281d56c-f33e-4bb6-928d-7070f7c0641f · outbound

This paper cites Multimodality helps unimodality: Cross- modal few-shot learning with multimodal models.

Conformal Prediction for Zero-Shot Models Multimodality helps unimodality: Cross- modal few-shot learning with multimodal models

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:44.621016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5eba9712-1af8-4a9f-9649-8e5dd1d50e60 · outbound

This paper cites Clip-driven universal model for organ segmentation and tumor detection.

Conformal Prediction for Zero-Shot Models Clip-driven universal model for organ segmentation and tumor detection

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:44.418927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2fb21836-2234-469f-88a5-866a69a62642 · outbound

This paper cites Segclip: Patch aggregation with learnable centers for open-vocabulary semantic segmentation.

Conformal Prediction for Zero-Shot Models Segclip: Patch aggregation with learnable centers for open-vocabulary semantic segmentation

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:44.324263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8055553b-f7f7-422f-9d89-973bec9b3115 · outbound

This paper cites Fine-Grained Visual Classification of Aircraft.

Conformal Prediction for Zero-Shot Models Fine-Grained Visual Classification of Aircraft

Reference 37

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Source-reported events for the cited work

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Observation 08b88b08-a8ab-44be-97a3-d32ad9ae34cd · outbound

This paper cites Transductive zero-shot and few-shot clip.

Conformal Prediction for Zero-Shot Models Transductive zero-shot and few-shot clip

Reference 38

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Source-reported events for the cited work

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Observation c0b39e50-89a2-4807-bf85-e8985b558708 · outbound

This paper cites Least ambiguous set-valued classifiers with bounded error levels.

Conformal Prediction for Zero-Shot Models Least ambiguous set-valued classifiers with bounded error levels

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:44.033933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b47a2de0-df9d-4b78-9ab7-5fd7966e1cd5 · outbound

This paper cites Visual classification via description from large language models.

Conformal Prediction for Zero-Shot Models Visual classification via description from large language models

Reference 40

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Source-reported events for the cited work

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Observation b91db217-8a2f-4c9f-9d27-23368ee6e782 · outbound

This paper cites Scaling open-vocabulary object detection.

Conformal Prediction for Zero-Shot Models Scaling open-vocabulary object detection

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:43.678953Z

Source-reported events for the cited work

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Observation b3e62a29-8f47-412d-9838-15558391f705 · outbound

This paper cites Robust calibration of large vision- language adapters.

Conformal Prediction for Zero-Shot Models Robust calibration of large vision- language adapters

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:43.498425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4dbfb373-d37b-460d-8e52-9ae9695696fc · outbound

This paper cites Automated flower classification over a large number of classes.

Conformal Prediction for Zero-Shot Models Automated flower classification over a large number of classes

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:43.378699Z

Source-reported events for the cited work

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Observation df47c48d-ee11-4af0-93f4-7d85354980c4 · outbound

This paper cites Chils: Zero-shot image classification with hierarchical label sets.

Conformal Prediction for Zero-Shot Models Chils: Zero-shot image classification with hierarchical label sets

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:43.208596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5ab37aab-f67d-4b56-9d0c-deeb43614e79 · outbound

This paper cites To- wards calibrated robust fine-tuning of vision-language mod- els.

Conformal Prediction for Zero-Shot Models To- wards calibrated robust fine-tuning of vision-language mod- els

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:43.084146Z

Source-reported events for the cited work

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Observation 58723192-371b-4561-af65-aeb82e4e25bf · outbound

This paper cites Inductive confidence machines for re- gression.

Conformal Prediction for Zero-Shot Models Inductive confidence machines for re- gression

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:42.948952Z

Source-reported events for the cited work

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Observation a6b52141-2794-4f99-8759-f554aab82832 · outbound

This paper cites Cats and dogs.

Conformal Prediction for Zero-Shot Models Cats and dogs

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:42.839707Z

Source-reported events for the cited work

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Observation 4fef45b3-b05b-4c72-940c-fd33f94ef195 · outbound

This paper cites Transductive confidence machines for pattern recognition.

Conformal Prediction for Zero-Shot Models Transductive confidence machines for pattern recognition

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:42.699838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8c1c4127-9864-49cc-afeb-3bff5c18ecb9 · outbound

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

Conformal Prediction for Zero-Shot Models Learn- ing transferable visual models from natural language super- vision

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:42.573540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c7ff988a-e2d5-46c5-ace1-a0cc0acd72a1 · outbound

This paper cites Do imagenet classifiers generalize to im- 10 agenet? In International Conference on Machine Learning (ICML), pages 5389–5400, 2019.

Conformal Prediction for Zero-Shot Models Do imagenet classifiers generalize to im- 10 agenet? In International Conference on Machine Learning (ICML), pages 5389–5400, 2019

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:42.501000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c0a0f000-2696-4f10-a949-f074a2787097 · outbound

This paper cites Clas- sification with valid and adaptive coverage.

Conformal Prediction for Zero-Shot Models Clas- sification with valid and adaptive coverage

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:42.379902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6d11b546-1b6e-4cf1-be7a-9ccc5f64358e · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

Conformal Prediction for Zero-Shot Models High-resolution image synthesis with latent diffusion models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T12:20:37.890242Z

Source-reported events for the cited work

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Observation 895cc83d-e557-4531-b420-ff752fbab563 · outbound

This paper cites Transduction with confidence and credibility.

Conformal Prediction for Zero-Shot Models Transduction with confidence and credibility

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:42.263696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1f972141-ac6e-4ae1-b4bd-81b4f361c2de · outbound

This paper cites Few-shot adaptation of medical vision-language models.

Conformal Prediction for Zero-Shot Models Few-shot adaptation of medical vision-language models

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:42.165290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e31bc986-32a8-47a1-949d-1d019e73ea39 · outbound

This paper cites Test- time prompt tuning for zero-shot generalization in vision- language models.

Conformal Prediction for Zero-Shot Models Test- time prompt tuning for zero-shot generalization in vision- language models

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:42.037813Z

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Observation bee8c827-2079-48e0-8ef8-fec864d87360 · outbound

This paper cites A closer look at the few-shot adaptation of large vision-language models.

Conformal Prediction for Zero-Shot Models A closer look at the few-shot adaptation of large vision-language models

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:41.917373Z

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Observation 1c0cfb49-0723-49d2-811c-f51332dedf7e · outbound

This paper cites A foundation language-image model of the retina (flair): Encoding expert knowledge in text supervision.

Conformal Prediction for Zero-Shot Models A foundation language-image model of the retina (flair): Encoding expert knowledge in text supervision

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:41.800086Z

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Observation bd64ca49-c220-4499-9244-227ae86a8ee0 · outbound

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

Conformal Prediction for Zero-Shot Models UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild

Reference 58

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This paper cites Learning optimal conformal classifiers.

Conformal Prediction for Zero-Shot Models Learning optimal conformal classifiers

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:41.690236Z

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Observation a6c8ec31-424b-4ceb-88ba-61abcb2a6ae9 · outbound

This paper cites An empirical study into what matters for calibrating vision-language models.

Conformal Prediction for Zero-Shot Models An empirical study into what matters for calibrating vision-language models

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:41.417911Z

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Observation e4ad6926-1c78-4da4-9caa-85955d8ae456 · outbound

This paper cites an unresolved cited work.

Conformal Prediction for Zero-Shot Models Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:20:41.242427Z

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Observation c9c29d32-13f6-4b36-b7d2-d60788b90aae · outbound

This paper cites Realistic evaluation of transductive few-shot learning.

Conformal Prediction for Zero-Shot Models Realistic evaluation of transductive few-shot learning

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:41.124742Z

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Observation dbc2c45f-4204-4b5c-a14b-f71a5ecc97f8 · outbound

This paper cites Optimal transport: old and new.

Conformal Prediction for Zero-Shot Models Optimal transport: old and new

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:41.035713Z

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Observation 9ca27154-9ab9-43fe-a23a-d85664749623 · outbound

This paper cites Conditional validity of inductive conformal predictors.

Conformal Prediction for Zero-Shot Models Conditional validity of inductive conformal predictors

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:40.962817Z

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Observation 25bc01e4-37ba-473a-b811-37adcb78433a · outbound

This paper cites Transductive conformal predictors.

Conformal Prediction for Zero-Shot Models Transductive conformal predictors

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:40.823005Z

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Observation 0a108860-6cce-4915-8420-eb49fe87d1c1 · outbound

This paper cites Algo- rithmic Learning in a Random World.

Conformal Prediction for Zero-Shot Models Algo- rithmic Learning in a Random World

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:40.722557Z

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Observation a9ef0567-5c50-4453-bbb6-19aece30e59b · outbound

This paper cites Tent: Fully test-time adaptation by entropy minimization.

Conformal Prediction for Zero-Shot Models Tent: Fully test-time adaptation by entropy minimization

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:40.573218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 264a9d99-b4b8-4243-a9f8-fa2e75c5302b · outbound

This paper cites Learning robust global representations by penalizing local predictive power.

Conformal Prediction for Zero-Shot Models Learning robust global representations by penalizing local predictive power

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:40.477945Z

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Observation 9308114e-8bec-41d5-b2fc-9de0a0e4dc43 · outbound

This paper cites Does confidence calibration improve conformal prediction?.

Conformal Prediction for Zero-Shot Models Does confidence calibration improve conformal prediction?

Reference 69

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:20:39.554154Z

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Observation bb4bf182-36a0-4f7a-8288-cc15ef8af19a · outbound

This paper cites Ehinger, Aude Oliva, and Antonio Torralba.

Conformal Prediction for Zero-Shot Models Ehinger, Aude Oliva, and Antonio Torralba

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:40.386905Z

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Observation 47c8ab36-6a5a-49e6-b215-7d2d6dc95613 · outbound

This paper cites Demystifying CLIP data.

Conformal Prediction for Zero-Shot Models Demystifying CLIP data

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:40.252661Z

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Observation 1fa91ec3-63d2-45ad-b46f-74d08771dcfb · outbound

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

Conformal Prediction for Zero-Shot Models Task residual for tuning vision-language models

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:40.148507Z

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Observation 06df804a-a958-41c2-be1f-7610b0a72aa8 · outbound

This paper cites Boost- ing vision-language models with transduction.

Conformal Prediction for Zero-Shot Models Boost- ing vision-language models with transduction

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:40.082678Z

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Observation 747d3750-5d10-4d87-b4b4-dc3890b9382d · outbound

This paper cites Tip-adapter: Training-free clip-adapter for better vision- language modeling.

Conformal Prediction for Zero-Shot Models Tip-adapter: Training-free clip-adapter for better vision- language modeling

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:39.967816Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f7e9e39a-9c2d-44c4-aaaf-39c375b56642 · outbound

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

Conformal Prediction for Zero-Shot Models Learning to prompt for vision-language models

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:39.883301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 20bea0b6-996f-4c3a-a652-15939362640b · outbound

This paper cites Ease: Unsupervised discrim- inant subspace learning for transductive few-shot learning.

Conformal Prediction for Zero-Shot Models Ease: Unsupervised discrim- inant subspace learning for transductive few-shot learning

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:20:39.742222Z

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Observation 043645fa-cca3-4863-b0a1-929b8472e0ea · outbound

This paper cites ↓” indicates smaller values are better. Bold numbers are superior results. These results complement Tab. 2 in the main manuscript. Grayish marginal coverage (“Cov.

Conformal Prediction for Zero-Shot Models ↓” indicates smaller values are better. Bold numbers are superior results. These results complement Tab. 2 in the main manuscript. Grayish marginal coverage (“Cov

Reference 2022

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