Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T14:48:06.943935Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2501.15045.
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 2026-08-10T14:48:06.943935Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d816fbee-16af-4531-8104-19d21e037bf7 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Medirl: Predicting the visual attention of drivers via maximum entropy deep inverse reinforcement learning
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6dfe6467-b3ac-41cc-97bb-cbba08fb480d · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving ” looking at the right stuff”-guided semantic-gaze for autonomous driving
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 00b06bac-d386-4844-87a0-3c5fd4b58407 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Ex- plainable object-induced action decision for autonomous vehicles
Reference 3
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5807d3aa-f648-4aa9-a380-9895fe6b5b97 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Stc-gan: Spatio-temporally coupled generative adversarial networks for predictive scene parsing
Reference 4
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 960529d4-869b-414a-afd7-2111f6bfb285 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Ke- gan: Knowledge embedded generative adversarial net- works for semi-supervised scene parsing
Reference 5
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 050e8f17-bb74-4bc6-82f2-a9b1c35a8fd2 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving What uncertainties do we need in bayesian deep learning for computer vision? Adv
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8539dd06-7cea-442f-bfa7-7b7b441337ef · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Predicting the driver’s focus of attention: the dr (eye) ve project
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 85fca595-6dbc-4484-bbdb-724c940f9813 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Predicting driver attention in critical situations
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 492cfc0a-d5e2-4984-8266-778909dc5d4c · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Dr (eye) ve: a dataset for attention-based tasks with applications to autonomous and assisted driving
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2d686d4a-0b2b-4d42-861f-829e6fbb3f83 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Dada: Driver attention prediction in driving accident scenarios
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3d864d5d-04c0-4dde-80a3-210fcebbdcb5 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Advisable learning for self-driving vehicles by internalizing observation-to-action rules
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7e560456-5234-468a-ad63-0e55a0f41f60 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Deep learning-based robust positioning for all-weather autonomous driving
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 00f27f50-99a6-44c3-8077-f4b9eb016a72 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Benchmarking neural network robustness to common corruptions and perturbations
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 37508d65-8223-4ca7-86d1-e5b7b80981de · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving When human pose estimation meets robustness: Adversarial algorithms and benchmarks
Reference 14
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b2556238-85cb-49b5-a0a4-e583ac07f861 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Contrastive adaptation network for unsu- pervised domain adaptation
Reference 15
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f10d2748-9f5d-4958-a311-ea439bf380fe · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Mask r-cnn
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e458d587-ac7c-4d2d-bc50-36b083c7d535 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Microsoft coco: Common objects in context
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3860eeb4-aa82-4b03-84c1-f692fba48dc0 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Unpaired image-to-image translation using cycle- consistent adversarial networks
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 341ae095-9508-4778-805a-dfa5dbd19d9e · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Unsupervised self-driving attention prediction via uncertainty mining and knowledge embedding
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1b2ece43-9d71-4f02-85fb-45a96f44dc29 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Fblnet: Feed- back loop network for driver attention prediction
Reference 20
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4d045153-5b36-4942-bf8d-9f555612f5dc · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Tased-net: Temporally- aggregating spatial encoder-decoder network for video saliency detection
Reference 21
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 97c1e015-cc1a-48b1-a86c-d954421cb8e0 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Unified image and video saliency modeling
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9b36f971-c31b-44bf-8c2d-22b911a26ba4 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Deep cropping via attention box prediction and aesthetics assessment
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fd8f2424-4491-4efd-a67b-ce375e7bb798 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Attentive relational networks for mapping images to scene graphs
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ad1cf0da-8a93-44c7-bd79-6b732a18ebe0 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Semantics-aware spatial-temporal binaries for cross- modal video retrieval
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation caae6000-0c42-4877-9098-826a722b6285 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving stagnet: An attentive semantic rnn for group activity recognition
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d72995e2-a476-4f51-be18-f4eeb6901a2b · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Bbs-net: Rgb-d salient object detection with a bifurcated backbone strategy network
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 22f16601-2889-45b1-85b7-9c89151774a3 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Pyramid grafting network for one-stage high resolution saliency detection
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 91a538f9-64f9-426d-8653-529972b39495 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Robust perception and precise segmentation for scribble-supervised rgb-d saliency detection
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation db93df99-880b-4132-94c4-7349f5e95624 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Salicon: Saliency in context
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 27595c2f-7ed5-4aeb-9cd0-0385a21bff05 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Revisiting video saliency: A large- scale benchmark and a new model
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1055c2c6-b5a6-4779-9cc1-d874eed0c039 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving A deep multi-level network for saliency prediction
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3b42e499-059f-453e-9661-bd02080fb216 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Predicting human eye fixations via an lstm-based saliency attentive model
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9e43cfe6-3516-4427-95a6-d2e6dd604d8f · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Mobilevit: Light-weight, general-purpose, and mobile-friendly vision transformer
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fafee16d-69b9-4651-a129-cb1842df478a · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Laplace redux-effortless bayesian deep learning
Reference 35
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3ad56b3f-7dac-4e6d-878f-eb693fae6b41 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Dropout as a bayesian approximation: Representing model uncertainty in deep learning
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation dbc738ac-7cdf-4c47-b553-a3c0a070a3c0 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Multi- task learning using uncertainty to weigh losses for scene geometry and semantics
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3bd577b7-c0e0-491d-ae47-2339bd42bbeb · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Transmix: Attend to mix for vision transformers
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b4a9054b-f4cd-498b-84f5-c943cbe88ca0 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving mixup: Beyond empirical risk mini- mization
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2d2b38ad-0c5c-4277-bae3-0ea0570542a5 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Using mixup as a regularizer can surprisingly improve accuracy & out-of-distribution ro- bustness
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3b70bde4-1a3c-405c-a6b2-dcdbdaa15c0b · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Pyramid scene parsing network
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cd21f9fa-b6ee-4647-8e62-aa2c2fd570e3 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving A unified framework for u-net design and analysis
Reference 42
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a5ceabe3-6712-4dcb-a427-a91775744e15 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Non-local neural networks
Reference 43
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d5a7fe7c-c950-4ddc-8171-967ab5d36446 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Multi-source uncertainty mining for deep unsupervised saliency detection
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fe7d5656-4fe4-4b5b-ab06-f855612b79f2 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Deep residual learning for image recognition
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5054ae3c-8ffb-4912-bc8d-595408e6acbd · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Gated2depth: Real-time dense lidar from gated images
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8736d69a-3f32-44ba-838d-f009b5b8ab8d · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving DSOR: A Scalable Statistical Filter for Removing Falling Snow from LiDAR Point Clouds in Severe Winter Weather
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dba5820b-964a-4fb2-afa0-7c17b9067207 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Picanet: Learning pixel-wise contextual attention for saliency de- tection
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5d44e608-797c-46e6-939b-91bb0f92de38 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving What do different evaluation metrics tell us about saliency models? IEEE T rans
Reference 49
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 99be0395-8b2c-47fb-b199-f5f8fb4ed385 · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Pytorch: An imperative style, high-performance deep learning library
Reference 50
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1e5f8693-2692-4edf-829d-d63536dfb6ec · outbound
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Distill- ing the knowledge in a neural network
Reference 51
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
No inbound Pith citation observations are available.