Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:35:34.154019Z
Paper Citation Record · LEDGER
Test-Time Adaptation with Binary Feedback
As of 9 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 1 inbound Pith citation observation for arXiv:2505.18514.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-10T05:56:15.244586Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-10T06:06:19.432116Z
Reference resolution
22 of 22 outbound references displayed
- verified exact1
- verified fuzzy8
- unresolved10
- parse uncertain0
- malformed identifier3
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c49d9899-42d7-41ea-9b89-27cbee9a3f2c · outbound
This paper cites Invariant Risk Minimization.
Test-Time Adaptation with Binary Feedback Invariant Risk Minimization
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:35:32.469603Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6155c146-8ea3-4d75-a40d-a32a93ff4d6a · outbound
This paper cites an unresolved cited work.
Test-Time Adaptation with Binary Feedback Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:35:36.848886Z
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 27a8650d-c47f-4bbf-a2d6-a5ef9f75e03a · outbound
This paper cites an unresolved cited work.
Test-Time Adaptation with Binary Feedback Unresolved cited work
Reference 4
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-07T14:35:36.306380Z
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 b9602028-a18d-4938-8286-b0bdcfd7b620 · outbound
This paper cites Notation * indicates the modified algorithm to utilize binary-feedback samples.
Test-Time Adaptation with Binary Feedback Notation * indicates the modified algorithm to utilize binary-feedback samples
Reference 5
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-07T14:35:34.558373Z
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 294a47ff-d49f-451e-b5fa-59147862c75c · outbound
This paper cites an unresolved cited work.
Test-Time Adaptation with Binary Feedback Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:35:36.226996Z
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 e6798278-296f-4258-8aae-98c9580bc1d0 · outbound
This paper cites 0 1 2 3 Number of skipped batches 70 75 80 85 90Accuracy (%) BiTTA SimATTA* Figure 11: Accuracy (%) varying the labeling skip in CIFAR10-C.
Test-Time Adaptation with Binary Feedback 0 1 2 3 Number of skipped batches 70 75 80 85 90Accuracy (%) BiTTA SimATTA* Figure 11: Accuracy (%) varying the labeling skip in CIFAR10-C
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:35:36.464796Z
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 00dc502e-2f51-43ff-8a1c-1ff68e0ed912 · outbound
This paper cites Comparison with recent baselinesWe incorporated new comparisons with recent TTA methods: DeYO (Lee et al., 2024a), OWTTT (Li et al., 2023), and TAST (Jang et al., 2022).
Test-Time Adaptation with Binary Feedback Comparison with recent baselinesWe incorporated new comparisons with recent TTA methods: DeYO (Lee et al., 2024a), OWTTT (Li et al., 2023), and TAST (Jang et al., 2022)
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:35:36.077459Z
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 6e2b4e1a-615c-4d70-907a-4ad50cf5114c · outbound
This paper cites Results on additional architectures.To further examine the applicability of BiTTA in various model architectures, we experimented with ResNet50 and ViT-Base.
Test-Time Adaptation with Binary Feedback Results on additional architectures.To further examine the applicability of BiTTA in various model architectures, we experimented with ResNet50 and ViT-Base
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:35:35.929497Z
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 0be662e9-04ef-40bf-9dfe-deb67fa78997 · outbound
This paper cites Notation * indicates the modified algorithm to utilize binary-feedback samples.
Test-Time Adaptation with Binary Feedback Notation * indicates the modified algorithm to utilize binary-feedback samples
Reference 14
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-07T14:35:34.407021Z
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 29180c50-db67-461e-b8f5-8b86e8c0bd6d · outbound
This paper cites Notation * indicates the modified algorithm to utilize binary-feedback samples.
Test-Time Adaptation with Binary Feedback Notation * indicates the modified algorithm to utilize binary-feedback samples
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:35:35.481594Z
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 78195f57-4290-409f-9002-d8ce21d1a91e · outbound
This paper cites We assume the probability of each feedback strategy as p= 2−1 (correct/incorrect) and p=num_class −1 (select in the entire class set).
Test-Time Adaptation with Binary Feedback We assume the probability of each feedback strategy as p= 2−1 (correct/incorrect) and p=num_class −1 (select in the entire class set)
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:35:35.351972Z
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 ab8e95f0-3043-48fb-a66b-1cd37a9d52ac · outbound
This paper cites The implementation followed the official code.4 RoTTA.For RoTTA (Yuan et al., 2023), we utilized the Adam optimizer (Kingma & Ba,.
Test-Time Adaptation with Binary Feedback The implementation followed the official code.4 RoTTA.For RoTTA (Yuan et al., 2023), we utilized the Adam optimizer (Kingma & Ba,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:35:35.099076Z
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 55ad99df-35f3-4f11-bde9-625c454eda8d · outbound
This paper cites an unresolved cited work.
Test-Time Adaptation with Binary Feedback Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:35:34.996488Z
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 bf23f23c-d240-4c04-8576-3818cffa87bb · outbound
This paper cites We update batch norm statistics with momentum 0.3 on the unlabeled test batch, and freeze the statistics during adaptation, following Gui et al.
Test-Time Adaptation with Binary Feedback We update batch norm statistics with momentum 0.3 on the unlabeled test batch, and freeze the statistics during adaptation, following Gui et al
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:35:34.907901Z
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 62ecb51b-4690-4d0c-b641-791ea9217180 · outbound
This paper cites an unresolved cited work.
Test-Time Adaptation with Binary Feedback Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:35:35.604859Z
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 b6bb2402-efc8-40bf-a050-fa7ae8cb6410 · outbound
This paper cites Evaluating Prediction-Time Batch Normalization for Robustness under Covariate Shift.
Test-Time Adaptation with Binary Feedback Evaluating Prediction-Time Batch Normalization for Robustness under Covariate Shift
Reference 2003
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:35:32.697070Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f050e609-b645-4fd4-b4ff-fde658e36b3f · outbound
This paper cites an unresolved cited work.
Test-Time Adaptation with Binary Feedback Unresolved cited work
Reference 2015
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:35:35.268776Z
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 d1d4bbcb-3509-4ec3-a7d5-44923e9c32e1 · outbound
This paper cites an unresolved cited work.
Test-Time Adaptation with Binary Feedback Unresolved cited work
Reference 2016
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:35:35.757719Z
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 c349f324-e8ee-44b0-a475-008a02e97cd6 · outbound
This paper cites U., Teterwak, P., et al.
Test-Time Adaptation with Binary Feedback U., Teterwak, P., et al
Reference 2019
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:35:37.053070Z
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 418e1f17-183d-4728-9993-6327aee3b5e9 · outbound
This paper cites Synergy: Towards On-Body AI via Tiny AI Accelerator Collaboration on Wearables.
Test-Time Adaptation with Binary Feedback Synergy: Towards On-Body AI via Tiny AI Accelerator Collaboration on Wearables
Reference 2022
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T14:35:34.729811Z
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 e78f6c5c-e320-4333-8d1a-e29722e9bc80 · outbound
This paper cites an unresolved cited work.
Test-Time Adaptation with Binary Feedback Unresolved cited work
Reference 2023
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:35:36.646355Z
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 bda5f11f-5787-4aae-94a2-bb11cfdf7a1a · outbound
This paper cites Conformer: Convolution-augmented Transformer for Speech Recognition.
Test-Time Adaptation with Binary Feedback Conformer: Convolution-augmented Transformer for Speech Recognition
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:35:32.658211Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 55402f2c-840a-4f41-9890-6f846c9f01ae · inbound
Test-Time Perturbation Learning with Delayed Feedback for Vision-Language-Action Models cites this paper.
Test-Time Perturbation Learning with Delayed Feedback for Vision-Language-Action Models Test-Time Adaptation with Binary Feedback
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T06:06:19.433564Z
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.