Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T04:43:02.242563Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2412.01154.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T04:43:02.242563Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 040d2938-aebc-4ec7-9cda-497e3044c7a0 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Adversarial example detection for DNN models: a review and experimental comparison
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1318ce22-3cb0-419b-81a3-08acf58c2ff2 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 22dab27c-adab-40e1-aa6c-8588561b102b · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Robust- bench: a standardized adversarial robustness benchmark
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 46d660f6-1e6d-4427-afbe-611f704830d9 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Evaluat- ing the adversarial robustness of adaptive test-time defenses
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 15efa351-fa2a-4a76-b6a1-3cf8a5d56c00 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation ImageNet: A large-scale hierarchical im- age database
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1568b3f8-b9a0-435d-b22f-3ed3c827a6c8 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Marsden, and Bin Yang
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8fec830b-814e-4c75-8bd2-e08e355e4d4f · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Unsupervised do- main adaptation by backpropagation
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0a193986-55aa-4f0f-af02-36538d7f54c7 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation NOTE: Robust continual test-time adaptation against temporal correlation
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e22bf1bd-976a-4f7e-9702-a40fc2cfbd81 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Goodfellow, Jonathon Shlens, and Christian Szegedy
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6b82ce89-d750-4253-81bd-aed55cbf006d · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Improving ro- bustness using generated data
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f60fef33-c3b1-4d7e-bbb1-b826aa76cb36 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Semi-supervised learning by entropy minimization
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a60024cd-d703-4efb-a20c-a4a6af58d5e8 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Simple black-box adver- sarial attacks
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fbd930e9-cf6d-40dd-870b-0b6e585b781a · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Deep Residual Learning for Image Recognition
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ffe0fecd-611e-4d18-aed3-6d2936d0c60b · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Benchmarking neu- ral network robustness to common corruptions and perturba- tions
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ad1522b7-55e0-4560-827e-f765552d2d0f · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Cubuk, Barret Zoph, Justin Gilmer, and Balaji Lakshminarayanan
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 27c2b910-a986-432c-a0db-47dad99e6146 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation The many faces of robustness: A critical analysis of out-of-distribution generalization
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2612c76d-29ac-4c6a-bad5-cd41b4f763dc · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7f1cce28-18d0-463f-aad7-278b56c75b5f · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fe124f83-c4de-45a6-98a4-41fe1f1e664c · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Batch Normalization: Accelerating deep network training by reducing internal co- variate shift
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation dbebd13e-e1f5-4494-aab9-136f9a955879 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Contrastive adaptation network for unsupervised do- main adaptation
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 94020d3f-1d39-4c8f-8ac5-eb09fc7bd230 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Kingma and Jimmy Ba
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 78875cc5-7b52-4027-bbd7-27d427164e01 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Pseudo-label : The simple and efficient semi-supervised learning method for deep neural networks
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d85c21c2-f65e-4e24-86e6-0df52c413280 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Detecting adversarial image examples in deep neural networks with adaptive noise reduc- tion
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3f9c2b0f-e424-45e3-b89d-e9ca9ddcc0df · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Do we really need to access the source data? Source hypothesis transfer for un- supervised domain adaptation
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a5410266-c8fb-4a99-b2aa-7ee0f30c7423 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Self-improving reactive agents based on rein- forcement learning, planning and teaching
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0b1e6fb2-2ef4-47dd-a4e2-532a211eff17 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation TTT++: When does self-supervised test-time training fail or thrive? In Advances in Neural Information Processing Systems (NeurIPS), pages 21808–21820, 2021
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e79b642f-70e6-44c8-8b55-053d998b0b10 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Greedy policy search: A simple baseline for learnable test-time augmenta- tion
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a7120f20-1ce0-44e3-b796-ad247273ebee · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Towards deep learning models resistant to adversarial attacks
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 764bcb8f-bf56-410f-a197-7f4e8b3e046c · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Torchvision: Py- torch’s computer vision library.https://github.com/ pytorch/vision, 2016
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a58516a2-2519-4907-bd42-52155b2d3941 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Univer- sal test-time adaptation through weight ensembling, diver- sity weighting, and prior correction
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2470987f-6125-4241-8a66-fd30423b3f72 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2099d03f-620c-425c-a752-dcf1099f595b · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Deep neural networks are easily fooled: High confidence predictions for unrecognizable images
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7fe0a2cb-84c4-4c30-b1f8-32a0cf3fe960 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Tuan Nguyen, Thanh Nguyen-Tang, Ser-Nam Lim, and Philip Torr
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 093cdf72-3c1c-4b95-bec2-8d28d55515a8 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Efficient test- time model adaptation without forgetting
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2e40f024-637f-4702-8a23-1fc22bd5cef4 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Towards stable test-time adaptation in dynamic wild world
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9e989a0d-0941-44e0-80db-b452051d2a28 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation To- wards robust detection of adversarial examples
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation cb76b16c-a0d4-48bb-b7be-9b3f36f4b052 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Distillation as a Defense to Ad- versarial Perturbations Against Deep Neural Networks
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 50678730-253b-40a3-9fcc-57d0ffab5cab · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Berkay Celik, and Ananthram Swami
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation bd10519a-3ddb-4dfa-82c1-9a22a3fb2bac · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation MedBN: Robust test-time adap- tation against malicious test samples
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a42dc7ab-6d7d-4c33-8c2c-b4e92d1d7340 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation RDumb: A simple approach that questions our progress in continual test-time adaptation
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1c20b4ea-4e70-478a-a8fe-5fd5b9c04d61 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Lawrence
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8a27da3c-5a2a-44bd-bcf2-9bd888273969 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation A survey on image data augmentation for deep learning
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ace08f22-589b-4b9e-bec7-8bba606c0141 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Towards real-world test- time adaptation: Tri-Net self-training with balanced normal- ization
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3b3e8b45-2ccb-49fb-8917-bb2679989e62 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Test-time training with self- supervision for generalization under distribution shifts
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5db7203d-09ea-4dee-a97f-3527c454334c · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Goodfellow, and Rob Fergus
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a733f7bc-af77-4987-a92d-889ac8f4cb95 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Mean teachers are bet- ter role models: Weight-averaged consistency targets im- prove semi-supervised deep learning results
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8d8a6c47-5a34-4381-af39-cbf1c059f2a0 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Visualizing data using t-SNE
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 16488855-9fd9-4052-b0be-0bbe75f22c39 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Tent: Fully test-time adaptation by entropy minimization
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 37ecab8c-178c-481b-a153-2da3a9f0dae9 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Continual test-time domain adaptation
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2427e3e4-24f5-48b6-b055-9a3aecaa0f96 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Vincent Poor
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2de87f44-23e3-4ca2-8527-b90d333ba5d5 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Wang, Vikash Sehwag, Saeed Mahloujifar, and Prateek Mittal
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 22e896e5-19a2-413f-8418-668d0a2ade2f · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Grey-box adversarial attack and defence for sentiment classification
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 980e59e8-cc74-4966-84eb-2a3724f9eecb · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Robust test- time adaptation in dynamic scenarios
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation cd356da2-74f5-4b4f-bb79-8ec2ca0097c9 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Dauphin, and David Lopez-Paz
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1294b932-f646-4c18-8daa-bbab7882273f · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation MEMO: Test time robustness via adaptation and augmentation
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b3cb40d6-df79-43b9-bdd5-04dfc217deb5 · outbound
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation shifting boundary effect
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
No inbound Pith citation observations are available.