Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T12:47:03.210051Z
Paper Citation Record · LEDGER
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet
As of 13 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2411.16930.
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 2026-08-12T06:34:41.77262+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
Reference resolution
19 of 19 outbound references displayed
- verified exact0
- verified fuzzy12
- unresolved7
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 03f40c1f-134d-4b62-97a9-d64736c34200 · outbound
This paper cites an unresolved cited work.
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T12:47:03.803360Z
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 ab67fc1f-d7ae-4fda-895a-f6b5a0d69ec1 · outbound
This paper cites Kalman and R.S.
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet Kalman and R.S
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T12:47:03.778714Z
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 d4d9a265-4234-4ea8-b786-5b9200a6cfe6 · outbound
This paper cites Esti- mation with applications to tracking and navigation: theory algorithms and software.
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet Esti- mation with applications to tracking and navigation: theory algorithms and software
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T12:47:03.747989Z
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 d9259425-8a52-4c74-8bc8-7f5bd2167d84 · outbound
This paper cites New extension of the kalman filter to nonlinear systems.
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet New extension of the kalman filter to nonlinear systems
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T12:47:03.714879Z
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 91dfdfbb-5993-4973-ac3c-40da5bef860d · outbound
This paper cites Kalmannet: Neural network aided kalman filtering for partially known dynamics.
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet Kalmannet: Neural network aided kalman filtering for partially known dynamics
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T12:47:03.682429Z
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 3fa8d31d-f186-4015-bd09-1ed4145982a0 · outbound
This paper cites Deep learning for computer vision: A brief review.
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet Deep learning for computer vision: A brief review
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T12:47:03.654721Z
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 3e891ee9-2879-4885-b6fc-fd0c26f85bb6 · outbound
This paper cites Recent trends in deep learning based natural language processing.
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet Recent trends in deep learning based natural language processing
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T12:47:03.101459Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6da665fd-4b8a-4c61-bec3-147fe6ceef1a · outbound
This paper cites Deep learning.
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet Deep learning
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T12:47:03.109357Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d87310a-d55f-4a93-9fc1-48703edcffe6 · outbound
This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T12:47:03.123723Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2012467-4c13-4951-8ef3-5bf56c0864e0 · outbound
This paper cites Fundamentals of recurrent neural network (rnn) and long short-term memory (lstm) network.
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet Fundamentals of recurrent neural network (rnn) and long short-term memory (lstm) network
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T12:47:03.569111Z
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 4cdd07d6-c62c-495e-a558-b8a8632416f8 · outbound
This paper cites Attention is all you need.
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet Attention is all you need
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T12:47:03.141800Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation add5ec02-4038-4934-83ad-e74f2c7a76f1 · outbound
This paper cites Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review.
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T12:47:03.497822Z
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 260369a2-f378-461d-a856-50390299f208 · outbound
This paper cites an unresolved cited work.
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T12:47:03.460395Z
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 dd207ac5-ba56-4e7d-b710-9d18b9b9d843 · outbound
This paper cites Model-based deep learning: On the intersection of deep learning and optimization.
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet Model-based deep learning: On the intersection of deep learning and optimization
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T12:47:03.429123Z
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 863fb8b6-2d3d-4187-92d8-1744389d7a60 · outbound
This paper cites Ushani, and Ryan M.
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet Ushani, and Ryan M
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T12:47:03.406189Z
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 b9bffcf7-6119-4e23-9862-353499ef33ed · outbound
This paper cites Multi-model kalmannet for maneuvering target tracking.
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet Multi-model kalmannet for maneuvering target tracking
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T12:47:03.382242Z
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 48d39fb1-6622-41ee-b62c-e71f445a7f38 · outbound
This paper cites RadarScenes: A Real- World Radar Point Cloud Data Set for Automotive Applications, March 2021.
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet RadarScenes: A Real- World Radar Point Cloud Data Set for Automotive Applications, March 2021
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T12:47:03.359003Z
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 fb58cb04-4cf2-46b7-8890-ad1403b78e72 · outbound
This paper cites Oafuser: Online adaptive extended object tracking and fusion using automotive radar detections.
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet Oafuser: Online adaptive extended object tracking and fusion using automotive radar detections
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T12:47:03.327428Z
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 952b98a4-8d3c-4619-8fba-1dc5fd869264 · outbound
This paper cites Adam: A Method for Stochastic Optimization.
Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet Adam: A Method for Stochastic Optimization
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T12:47:03.210051Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.