Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T15:57:24.475857Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2502.01262.
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 2026-08-09T15:57:24.475857Z
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
A source-named dated measurement, never combined with another source.
Source: cited_works
60 of 60 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7a21fb2b-6fe1-4bea-9728-9efd6f4a85e8 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Cospgd: an efficient white-box adversarial attack for pixel-wise prediction tasks
Reference 1
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 27543e4b-3d8b-48be-853d-766fc41f1f12 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Understanding and improving fast adversarial training
Reference 2
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 ea8425da-aab9-4cbf-9be2-162e99cba728 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation On the robustness of semantic segmentation models to adversarial attacks
Reference 3
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 004063b8-66c1-4f32-b0c3-73d0834922b4 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation An adaptive model ensemble adversarial attack for boosting adversarial transferability
Reference 4
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 ae5528c5-2f1c-4115-9605-213bd1895ed4 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Rethinking Model Ensemble in Transfer-based Adversarial Attacks
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdbae40d-ce04-44d4-ba28-8aa84f122fee · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Rethinking Atrous Convolution for Semantic Image Segmentation
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5acda7bb-21f0-40e5-ba04-49f39bf26225 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Encoder-decoder with atrous separable convolution for semantic image segmentation
Reference 7
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 09444564-b4e3-44c6-9b8d-4acd05c22639 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Masked-attention mask transformer for universal image segmentation
Reference 8
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 c5e5e93b-b13c-4b43-b0d8-892a01ae5caf · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation The cityscapes dataset for semantic urban scene understanding
Reference 9
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 138c10e2-e74c-48b9-8c0f-b16ad28b5c76 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Boosting adversarial attacks with momentum
Reference 10
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 7aff01b0-150e-4780-9184-851528d6673b · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Evading defenses to transferable adversarial examples by translation-invariant attacks
Reference 11
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 bf095d7c-348c-4d80-8ce2-623443ea0768 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Everingham, L
Reference 12
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 3a2843c6-2fc1-4966-a69f-613319a58881 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Robust physical-world attacks on deep learning visual classification
Reference 13
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 a087d409-994a-4a39-95a7-98f28e0388b1 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Generative adversarial networks
Reference 14
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 0eb70d03-6293-4272-950a-1cd065124f1d · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Explaining and Harnessing Adversarial Examples
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8451284-809e-4e4b-879f-a367d630ed32 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Effective and Efficient Vote Attack on Capsule Networks
Reference 16
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 1eba4e5d-1ddc-42ef-ad72-6e4e4cde825f · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Segpgd: An effective and efficient adversarial attack for evaluating and boosting segmentation robustness
Reference 17
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 da617a6d-3276-46f6-9631-a6366c3b89f6 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Lgv: Boosting adversarial example transferability from large geometric vicinity
Reference 18
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 9a18f822-151c-4105-89c4-811e562e3fea · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Backpropagating linearly improves transferability of adversarial examples
Reference 19
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 ae62850d-1e94-4b55-b1bc-22dd98c39d5a · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Hypercolumns for object segmentation and fine-grained localization
Reference 20
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 0e5e983e-3ef6-4030-bcdd-2670ba112ce2 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Deep residual learning for image recognition
Reference 21
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 59b1ced0-7572-41f5-a59d-1b57a9503d49 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Transferable Attack for Semantic Segmentation
Reference 22
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 7e05b20f-87b3-49b2-94ea-f3ae95678942 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Densely connected convolutional networks
Reference 23
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 807dbbbd-cef2-4dc8-a9d8-15a864d8e031 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation T-sea: Transfer-based self-ensemble attack on object detection
Reference 24
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 e5b6e078-24bb-4f4f-a9b9-2772f824cf22 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Enhancing adversarial example transferability with an intermediate level attack
Reference 25
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 aa92fb1d-0047-4902-a9c5-335d9354b9dc · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation TranSegPGD: Improving Transferability of Adversarial Examples on Semantic Segmentation
Reference 26
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 47131abe-0990-45aa-b6bc-cd298c9af962 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Pearl: Preprocessing enhanced adversarial robust learning of image deraining for semantic segmentation
Reference 27
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 2bc4675d-562b-40bb-aa04-d0e5f792246d · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Yet another intermediate-level attack
Reference 28
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 5236ef05-d920-403d-84ed-e061f9c2d451 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Making substitute models more bayesian can enhance transferability of adversarial examples
Reference 29
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 d5b99d26-9293-4c03-8cb8-7b0b1e28207c · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Improving adversarial transferability via intermediate-level perturbation decay
Reference 30
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 9587e7f4-86f1-4b80-a2a6-3d48826f4e88 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Styless: boosting the transferability of adversarial examples
Reference 31
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 bc606a3d-3acb-4a2e-96ac-28948d9e4aee · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Nesterov Accelerated Gradient and Scale Invariance for Adversarial Attacks
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c4977b3-8e23-4d96-870f-5ccdf14b4eab · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Swin transformer: Hierarchical vision transformer using shifted windows
Reference 33
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 1e67d0c3-9c90-4fe2-9b0a-38b4666ec747 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Fully convolutional networks for semantic segmentation
Reference 34
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 27faa0a1-59bb-41bc-9ae9-86e04a4b65e2 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation On the convergence of an adaptive momentum method for adversarial attacks
Reference 35
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 2d744001-abb5-4dbe-9b40-b6cbf5f86702 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Towards deep learning models resistant to adversarial attacks
Reference 36
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 3b3814fa-fee4-460d-9d13-ce8a513f3461 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Deepfool: a simple and accurate method to fool deep neural networks
Reference 37
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 05e96a04-603f-4f02-ab4b-17b5748f7678 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation TrackPGD: Efficient Adversarial Attack using Object Binary Masks against Robust Transformer Trackers
Reference 38
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 84615665-ed08-4c79-a796-84470ec5695c · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation A novel generator with auxiliary branch for improving gan performance
Reference 39
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 498c8f08-6dc7-411a-9340-8513cdfbde2e · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Rethinking Image Skip Connections in StyleGAN2
Reference 40
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 b9a2d23c-e649-4b9a-b49c-90b17616b859 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation High-resolution image synthesis with latent diffusion models
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation adaecaf9-146a-4fc5-a010-d69c1e020411 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Conditional convolution projecting latent vectors on condition- specific space
Reference 42
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 ef6926d1-6882-48c1-acdd-dca08248813e · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Low-Rank Adversarial PGD Attack
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c9316d1-10e2-43bb-b812-58ce2737be8c · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Accessorize to a crime: Real and stealthy attacks on state- of-the-art face recognition
Reference 44
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 5c4f5b1f-b09a-4ca0-8af1-f441f558b9e9 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Very Deep Convolutional Networks for Large-Scale Image Recognition
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 182a7606-a2eb-4c4a-a72a-5ed6ec757868 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Going deeper with convolutions
Reference 46
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 18665268-0209-4be4-a39d-bbe04d63d38c · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Enhancing Adversarial Text Attacks on BERT Models with Projected Gradient Descent
Reference 47
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 6651c1cc-dae0-4b2b-add1-a4b583b5ea36 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Boosting adversarial transferability by block shuffle and rotation
Reference 48
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 4d671bba-177f-4f02-b46c-5eb132fabe6b · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Admix: Enhancing the transferability of adversarial attacks
Reference 49
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 862166a1-234d-4647-a48c-2a0d18be889d · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Feature importance-aware transferable adversarial attacks
Reference 50
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 4c87a177-a3d6-4c26-ac3e-c4efd23011ab · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Boosting Adversarial Transferability via Fusing Logits of Top-1 Decomposed Feature
Reference 51
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 24eb3270-bf21-4d3c-aa6e-536f7d2ab34a · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Rethinking the backward propagation for adversarial transferability
Reference 52
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 e52be68e-896d-48af-a06d-17702030b4df · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Adversarial examples for semantic segmentation and object detection
Reference 53
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 2b95ade5-a924-4fb3-a833-b8b442b0c616 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Improving transferability of adversarial examples with input diversity
Reference 54
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 f4b6ba74-8939-4a30-9ce5-6def289a93d5 · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Segformer: Simple and efficient design for semantic segmentation with transformers
Reference 55
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 02b3681d-8b61-43e6-a820-55308249720f · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Improving adversarial transferability via neuron attribution-based attacks
Reference 56
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 2469bd2e-f39c-43c0-9ed3-8ca5e745802f · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Improving the transferability of adversarial samples by path-augmented method
Reference 57
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 b501c132-ddff-4e74-8b68-8edae6c6125e · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Pyramid scene parsing network
Reference 58
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 d6cf20e2-fe30-46ab-94f0-60e441f17b1f · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Rethinking adversarial transferability from a data distribution perspective
Reference 59
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 33633b29-6eee-4840-af73-940b2038199a · outbound
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation Toward understanding and boosting adversarial transferability from a distribution perspective
Reference 60
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.
No inbound Pith citation observations are available.