SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning | Paper Citation Record

Observation d361444d-c4a6-4b78-8210-e9584b9e55aa · outbound

This paper cites Flamingo: a visual language model for few-shot learning.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Flamingo: a visual language model for few-shot learning

Reference 1

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Observation 1ea7cd30-2200-4479-bc50-315288888433 · outbound

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

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Food-101 – mining discriminative components with random forests

Reference 2

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Observation 045e2953-f384-442e-8f76-413e724b830b · outbound

This paper cites Calibrating deep neural networks by pairwise constraints.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Calibrating deep neural networks by pairwise constraints

Reference 3

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Observation d2a6673d-0020-4e4a-92e7-c48628e5cf43 · outbound

This paper cites Cimpoi, S.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Cimpoi, S

Reference 4

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Observation 4721f8a8-30e6-445f-b587-2a4763571608 · outbound

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

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Imagenet: A large-scale hierarchical image database

Reference 5

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Observation cf4a0450-f6b8-4290-95e9-81445028f932 · outbound

This paper cites Weinberger.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Weinberger

Reference 6

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Observation 79939933-fa7f-4692-b8ee-ea9ca6d69b91 · outbound

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

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Visual-language prompt tuning with knowledge-guided context optimization

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.821553Z

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Observation 81b4b4d1-ece4-44fb-b7be-75f9cd3f55e6 · outbound

This paper cites an unresolved cited work.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.826662Z

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Observation da7fcd24-984c-4ec9-b6ed-53f332f2a695 · outbound

This paper cites Cubuk, Barret Zoph, Justin Gilmer, and Balaji Lakshminarayanan.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Cubuk, Barret Zoph, Justin Gilmer, and Balaji Lakshminarayanan

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.834031Z

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Observation 83504676-afc5-4407-8753-dcc5a956988b · outbound

This paper cites The many faces of robustness: A critical analysis of out-of-distribution generalization.ICCV, 2021.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning The many faces of robustness: A critical analysis of out-of-distribution generalization.ICCV, 2021

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.839125Z

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Observation 2b6739d0-5b16-4c71-840c-f947a9dca61b · outbound

This paper cites Natural adversarial examples.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Natural adversarial examples

Reference 11

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Observation e6c05e22-2179-4397-8814-88459749bbe9 · outbound

This paper cites an unresolved cited work.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.856613Z

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Observation 25a7da41-d0cf-417c-9254-49dd1d1bdd94 · outbound

This paper cites Le, Yun-Hsuan Sung, Zhen Li, and Tom Duerig.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Le, Yun-Hsuan Sung, Zhen Li, and Tom Duerig

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.864238Z

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Observation e2b17526-01af-4a60-9af4-70678241b66c · outbound

This paper cites Simple but effective: CLIP embed- dings for embodied AI.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Simple but effective: CLIP embed- dings for embodied AI

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.869562Z

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Observation 044e3057-d060-4132-a237-c5ef0db01c93 · outbound

This paper cites Biomedcoop: Learning to prompt for biomedi- cal vision-language models.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Biomedcoop: Learning to prompt for biomedi- cal vision-language models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.878387Z

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Observation 8e042156-b85c-444b-a865-b88292ebf123 · outbound

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

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning 3d object representations for fine-grained categorization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.884957Z

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Observation 312ddf1f-d406-43ad-ace1-cdb085888f77 · outbound

This paper cites One-shot learning of object categories.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2006.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning One-shot learning of object categories.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2006

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.890945Z

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Observation 9e472948-1b49-43b9-a028-f32c93d05c8d · outbound

This paper cites Selvaraju, Akhilesh Deepak Got- mare, Shafiq Joty, Caiming Xiong, and Steven Hoi.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Selvaraju, Akhilesh Deepak Got- mare, Shafiq Joty, Caiming Xiong, and Steven Hoi

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.897211Z

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Observation 5abd3aa1-c9cf-4d4a-a9aa-8f0ef7c6a492 · outbound

This paper cites an unresolved cited work.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.905086Z

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Observation a0a65c92-5f91-416f-8dc5-f7861a8f4f67 · outbound

This paper cites CLIP-reID: exploiting vision-language model for image re-identification without concrete text labels.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning CLIP-reID: exploiting vision-language model for image re-identification without concrete text labels

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.913299Z

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Observation 3b7fcbf6-6cf5-4159-b862-18deef90a85c · outbound

This paper cites The devil is in the margin: Margin-based label smooth- ing for network calibration.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning The devil is in the margin: Margin-based label smooth- ing for network calibration

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.920019Z

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Observation 95f6eb96-c75d-4532-91f4-2db16adfa440 · outbound

This paper cites Class adaptive network calibration.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Class adaptive network calibration

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.927114Z

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Observation 2d38fb82-fe67-4399-9508-44d0234d13c3 · outbound

This paper cites Visual instruction tuning, 2023.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Visual instruction tuning, 2023

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.933080Z

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Observation c1551147-339c-44e1-b2c2-c6ae23669b2b · outbound

This paper cites Decoupled weight de- cay regularization.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Decoupled weight de- cay regularization

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.941206Z

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Observation 7983b418-208c-47f3-b0ef-7e8c572b5c25 · outbound

This paper cites Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.947578Z

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Observation 4416cb08-c621-438f-b758-af53985ec52c · outbound

This paper cites an unresolved cited work.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.954536Z

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Observation 5561ff0d-4d35-4f84-9250-472eec0c7c0c · outbound

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

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Test- time prompt tuning for zero-shot generalization in vision- language models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.962052Z

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Observation 1cafa23b-bfc5-4533-809d-37dba075f64a · outbound

This paper cites Revisiting the calibration of modern neu- ral networks.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Revisiting the calibration of modern neu- ral networks

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.967518Z

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Observation aa02ad61-e1ef-4b83-a859-4f4c3e6f5498 · outbound

This paper cites Bayesadapter: enhanced uncertainty estimation in CLIP few-shot adaptation.International Journal of Computer Vision (IJCV), 2025.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Bayesadapter: enhanced uncertainty estimation in CLIP few-shot adaptation.International Journal of Computer Vision (IJCV), 2025

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.973447Z

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Observation c9354d2b-d7c0-4236-81ab-792c386dd73f · outbound

This paper cites Slip: Self-supervision meets language-image pre- training.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Slip: Self-supervision meets language-image pre- training

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.983946Z

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Observation 45d8ccf9-5aa5-4211-80f8-1322a66f47d7 · outbound

This paper cites Calibrating deep neural networks using focal loss.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Calibrating deep neural networks using focal loss

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.990101Z

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Observation 7d8c9d16-375b-4e83-8719-f3afdadf9b86 · outbound

This paper cites When does label smoothing help? NeurIPS, 32, 2019.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning When does label smoothing help? NeurIPS, 32, 2019

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.995501Z

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Observation 0599720d-135d-472e-aa1e-dfdbf34e1bcf · outbound

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

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Robust calibration of large vision- language adapters

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.000137Z

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Observation e18fbb7d-341d-4cc9-b60a-fc345c2ec851 · outbound

This paper cites Nilsback and A.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Nilsback and A

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.004921Z

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Observation 815db61f-4446-4c6e-a3db-09e45651308a · outbound

This paper cites Towards calibrated robust fine- tuning of vision-language models.Advances in Neural Infor- mation Processing Systems, 37:12677–12707, 2024.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Towards calibrated robust fine- tuning of vision-language models.Advances in Neural Infor- mation Processing Systems, 37:12677–12707, 2024

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.009564Z

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Observation 1e6193cd-981e-45e3-9b7e-5bc42a1dd700 · outbound

This paper cites VLP: Vision language planning for autonomous driv- ing.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning VLP: Vision language planning for autonomous driv- ing

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.014028Z

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Observation 39988803-00eb-45d1-b573-3ab1c713f483 · outbound

This paper cites an unresolved cited work.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.018700Z

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Observation cc4367c8-26d9-48d1-8784-d32a0b82266d · outbound

This paper cites Regularizing neural networks by pe- nalizing confident output distributions.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Regularizing neural networks by pe- nalizing confident output distributions

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.023393Z

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Observation 0fc01866-c275-4033-bf14-cb9afdaa8395 · outbound

This paper cites Learning transferable visual models from natural language supervision.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Learning transferable visual models from natural language supervision

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.028763Z

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Observation 1fdb4f94-26b2-4767-b2dc-5f370d00ea0a · outbound

This paper cites Do ImageNet classifiers generalize to Ima- geNet? InProceedings of the 36th International Conference on Machine Learning, pages 5389–5400.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Do ImageNet classifiers generalize to Ima- geNet? InProceedings of the 36th International Conference on Machine Learning, pages 5389–5400

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.035386Z

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Observation 7affa219-5227-4e61-96da-e1be17a35ca9 · outbound

This paper cites O-TPT: Orthogonality constraints for calibrating test-time prompt tuning in vision-language models.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning O-TPT: Orthogonality constraints for calibrating test-time prompt tuning in vision-language models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.041165Z

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Observation 3d4c001b-8268-4ec6-8f9e-3962a1ddc3bf · outbound

This paper cites Test- time prompt tuning for zero-shot generalization in vision- language models.Advances in Neural Information Process- ing Systems, 35:14274–14289, 2022.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Test- time prompt tuning for zero-shot generalization in vision- language models.Advances in Neural Information Process- ing Systems, 35:14274–14289, 2022

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.047061Z

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Observation 8188788d-01ed-42f9-ba0a-3d2bce990432 · outbound

This paper cites Few-shot, now for real: Medi- cal VLMs adaptation without balanced sets or validation.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Few-shot, now for real: Medi- cal VLMs adaptation without balanced sets or validation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.052657Z

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Observation 6e5b4bef-147c-4abc-88bd-0130a1ecfc2c · outbound

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

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.063757Z

Source-reported events for the cited work

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Observation 8dd32646-e4ae-45fb-8340-da0349f7a204 · outbound

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

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning An empirical study into what matters for calibrating vision-language models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.069655Z

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Observation df57c9ec-21f3-42eb-8e61-fe62204f38ec · outbound

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

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Learning robust global representations by penalizing local predictive power

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.082824Z

Source-reported events for the cited work

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Observation 4c204992-fda6-4351-906b-127a97ef4e19 · outbound

This paper cites Open-vocabulary calibration for fine-tuned CLIP.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Open-vocabulary calibration for fine-tuned CLIP

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.088904Z

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Observation 23c52554-ff37-49f0-8f64-17bb55adfb84 · outbound

This paper cites Sun database: Large-scale scene 10 recognition from abbey to zoo.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Sun database: Large-scale scene 10 recognition from abbey to zoo

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.094112Z

Source-reported events for the cited work

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Observation 87fe0415-628f-4659-89e4-e38998a9b1e8 · outbound

This paper cites Demysti- fying CLIP data.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Demysti- fying CLIP data

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.100591Z

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Observation 5ace1d15-af96-40bd-ae95-466f67b7d6c0 · outbound

This paper cites Beyond probability partitions: Calibrating neural networks with semantic aware grouping.Advances in Neural Information Processing Systems, 36:58448–58460,.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Beyond probability partitions: Calibrating neural networks with semantic aware grouping.Advances in Neural Information Processing Systems, 36:58448–58460,

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.105431Z

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Observation aa8afaec-3e22-4df4-b722-abdf03a30f42 · outbound

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

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Hasegawa-Johnson, Yingzhen Li, and Chang D

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.110974Z

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Observation 6896931d-c33d-4b08-8237-34f3cf2f3aa4 · outbound

This paper cites Cutmix: Regular- ization strategy to train strong classifiers with localizable fea- tures.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Cutmix: Regular- ization strategy to train strong classifiers with localizable fea- tures

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.116538Z

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Observation 9a171071-70d7-461e-943a-545bd1d78ed7 · outbound

This paper cites Dauphin, and David Lopez-Paz.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Dauphin, and David Lopez-Paz

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.122156Z

Source-reported events for the cited work

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Observation 05978e98-4aad-42c7-a878-b4d93aca1c6b · outbound

This paper cites Mix-n-match: Ensemble and compositional methods for uncertainty calibration in deep learning.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Mix-n-match: Ensemble and compositional methods for uncertainty calibration in deep learning

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.127331Z

Source-reported events for the cited work

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Observation 731ee871-f496-45fd-9911-98a3f9a9e62f · outbound

This paper cites Conditional prompt learning for vision-language models.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Conditional prompt learning for vision-language models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:03.132563Z

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Observation 3e9b26f4-0745-4ade-ac7b-82b0f3e8266f · outbound

This paper cites Learning to prompt for vision-language models.Inter- national Journal of Computer Vision (IJCV), 2022.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Learning to prompt for vision-language models.Inter- national Journal of Computer Vision (IJCV), 2022

Reference 56

Resolution: malformed identifier; no resolver link, observed 2026-08-03T10:52:03.139813Z

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Observation e21361fd-2f78-45fe-862f-a87546526746 · outbound

This paper cites an unresolved cited work.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Unresolved cited work

Reference 2022

Resolution: parse uncertain; no resolver link, observed 2026-08-03T10:52:02.789054Z

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