Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-08T19:25:06.279898Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2607.06023.
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 2026-07-08T19:25:06.279898Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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 c308c492-10a0-496d-b834-9ad0e620b19e · outbound
Why does Deep Learning Improve Visual SLAM? Present and future of SLAM in extreme environments: The DARPA SubT challenge.IEEE Trans
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation eb51329f-834c-4723-b088-7c17b5219425 · outbound
Why does Deep Learning Improve Visual SLAM? Computer vision for autonomous vehicles: Prob- lems, datasets and state of the art.Foundations and Trends in Computer Graphics and Vision, 2020
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 38d7b1ab-9d9b-4661-b31c-2d1bb09c8ee3 · outbound
Why does Deep Learning Improve Visual SLAM? Project Aria: A New Tool for Egocentric Multi-Modal AI Research
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1db02513-013a-4686-a8fc-0f2e7267e31c · outbound
Why does Deep Learning Improve Visual SLAM? Sight guide demonstrates robotics-inspired vision assistance at the cybathlon.Science Robotics, 2025
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f774aa6a-f903-4404-b63e-a207e7f2c346 · outbound
Why does Deep Learning Improve Visual SLAM? Ac- quiring submillimeter-accurate multi-task vision datasets for computer-assisted orthopedic surgery.Int
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3c2dc409-adb7-455a-aefc-9ece934e9fa8 · outbound
Why does Deep Learning Improve Visual SLAM? From Localization and Mapping to Spatial Intelligence
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 87c18c12-bf0d-446f-9761-dadbcefa2b5c · outbound
Why does Deep Learning Improve Visual SLAM? Tartanair: A dataset to push the limits of visual slam
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f8d3b953-2bf8-4f83-ba67-11455db1bbe3 · outbound
Why does Deep Learning Improve Visual SLAM? Are we ready for autonomous drone racing? the uzh-fpv drone racing dataset
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e9f1a16e-1f7f-4c39-b7fd-9d8dd8b19104 · outbound
Why does Deep Learning Improve Visual SLAM? Dsec: A stereo event camera dataset for driving scenarios.IEEE Robot
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 37f67ad6-3efa-4485-90de-6171f3115e54 · outbound
Why does Deep Learning Improve Visual SLAM? The hilti slam challenge dataset.IEEE Robot
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 669f5ed4-90a3-4a3f-b2d8-fbe288bb1c86 · outbound
Why does Deep Learning Improve Visual SLAM? Palazzolo, J
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e0ef7f29-256a-4ec2-ace8-168f1b8360be · outbound
Why does Deep Learning Improve Visual SLAM? Deepvo: Towards end-to-end visual odometry with deep recurrent convolutional neural networks
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b6b5fc48-f691-40d3-8b13-3b12857189bf · outbound
Why does Deep Learning Improve Visual SLAM? Tar- tanvo: A generalizable learning-based vo
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d6343590-bc23-4aa8-9d9c-4aa2bf1d778b · outbound
Why does Deep Learning Improve Visual SLAM? Droid-slam: Deep visual slam for monocular, stereo, and rgb-d cameras.Advances in Neural Information Processing Systems, 34:16558– 16569, 2021
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bafffeae-6d5e-4f9b-87d4-beeb61467155 · outbound
Why does Deep Learning Improve Visual SLAM? Deep Patch Visual Odometry
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 66d115cc-c29e-40ce-849d-2c6d17fec4a8 · outbound
Why does Deep Learning Improve Visual SLAM? Deep patch visual slam
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 80f0a012-89d0-439b-aa88-6af49c48d1cc · outbound
Why does Deep Learning Improve Visual SLAM? Raft: Recurrent all-pairs field transforms for optical flow
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 682b5484-c836-49a8-80f2-14d290b7ad4f · outbound
Why does Deep Learning Improve Visual SLAM? Nice-slam: Neural implicit scalable encoding for slam
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 92080e7c-a95e-4f68-b9a6-866f6769ceaf · outbound
Why does Deep Learning Improve Visual SLAM? Nicer-slam: Neural implicit scene encoding for rgb slam
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 793664b8-fad3-4e91-ae43-93314ce998be · outbound
Why does Deep Learning Improve Visual SLAM? Gaussian splatting slam
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c7719aef-8c6d-456b-9993-e0b80358c010 · outbound
Why does Deep Learning Improve Visual SLAM? Gaussian-SLAM: Photo-realistic Dense SLAM with Gaussian Splatting
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f9a64ef8-3099-4efe-aa0b-5ed29dc308d5 · outbound
Why does Deep Learning Improve Visual SLAM? Mast3r-slam: Real-time dense slam with 3d reconstruc- tion priors
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8ab34676-1a41-46eb-8a52-c8f4b00cb6c9 · outbound
Why does Deep Learning Improve Visual SLAM? Vggt-slam: Dense rgb slam optimized on the sl (4) manifold.Conf
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 92dbaaad-2ac0-4c8f-922f-7b755d064e9a · outbound
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9e32cfb2-9cce-4d54-bd6b-3a32db385996 · outbound
Why does Deep Learning Improve Visual SLAM? Mac-vo: Metrics-aware covari- ance for learning-based stereo visual odometry
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7e9bc448-47e7-422a-acc0-48fea849b234 · outbound
Why does Deep Learning Improve Visual SLAM? Resilient odometry via hierarchical adaptation.Science Robotics, 2025
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 247a8108-c239-4703-9e92-a6035be21bfc · outbound
Why does Deep Learning Improve Visual SLAM? Factor graphs and gtsam: A hands-on introduction.Georgia Institute of Technology, Tech
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ae81348d-f248-4ca6-9504-12422dd26169 · outbound
Why does Deep Learning Improve Visual SLAM? A micro Lie theory for state estimation in robotics
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 414eeaf1-00a1-433e-8688-5eed981d5cac · outbound
Why does Deep Learning Improve Visual SLAM? A tutorial on graph-based slam.IEEE Intel
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f9910686-6483-4afd-8f75-c3d2e93945eb · outbound
Why does Deep Learning Improve Visual SLAM? Orb-slam: A versatile and accurate monocular slam system.IEEE Trans
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 39212066-8c10-4d30-9760-988f5387c5dd · outbound
Why does Deep Learning Improve Visual SLAM? Orb-slam2: An open-source slam system for monocular, stereo, and rgb- d cameras.IEEE Trans
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 322fac55-fe99-4852-a9fe-1ee4780e4a0c · outbound
Why does Deep Learning Improve Visual SLAM? Orb-slam3: An accurate open-source library for visual, visual–inertial, and multimap slam.IEEE Trans
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6c0a4ab3-b6fe-45bc-99bb-989361ae8deb · outbound
Why does Deep Learning Improve Visual SLAM? Machine learning for high-speed corner detection
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b846164a-c3b9-4401-93d5-80a04ba89b0e · outbound
Why does Deep Learning Improve Visual SLAM? Orb: An efficient alternative to sift or surf
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3b909e1b-bd4c-4e08-ba0f-35b3b9c25fd9 · outbound
Why does Deep Learning Improve Visual SLAM? Direct sparse odometry.IEEE Trans
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 25a7953b-85ef-4e01-afea-336bbc3151f6 · outbound
Why does Deep Learning Improve Visual SLAM? Svo: Semidirect visual odometry for monocular and multicam- era systems.IEEE Trans
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6f338e9d-e61a-4324-af50-e75630e6a140 · outbound
Why does Deep Learning Improve Visual SLAM? Monoslam: Real-time single camera slam
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e552d700-6220-41a2-9010-dfac54bd318d · outbound
Why does Deep Learning Improve Visual SLAM? A multi-state constraint kalman filter for vision-aided iner- tial navigation
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e082fa67-7cfc-4e34-9fcb-ea855cb0b3db · outbound
Why does Deep Learning Improve Visual SLAM? Keyframe-based visual–inertial odometry using nonlinear optimization
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bd96ed5c-c202-49f1-9e81-17e876654aff · outbound
Why does Deep Learning Improve Visual SLAM? Vins-mono: A robust and versatile monocular visual-inertial state estimator.IEEE Trans
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8e6bb599-a9b5-4234-bfe1-4dd5ec9e6d61 · outbound
Why does Deep Learning Improve Visual SLAM? Visual slam: why filter?Image and Vision Comput- ing, 2012
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 63f3b14e-5208-48e1-8846-53296f169473 · outbound
Why does Deep Learning Improve Visual SLAM? Tard ´os, Javier Civera, Margarita Chli, Stefan Leutenegger, Frank Dellaert, and Daniel Cremers
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d499941d-04ca-413f-be0e-660136c82823 · outbound
Why does Deep Learning Improve Visual SLAM? D3vo: Deep depth, deep pose and deep un- certainty for monocular visual odometry
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b06e33bc-bb85-45b6-b9bc-a4712f7d5b2f · outbound
Why does Deep Learning Improve Visual SLAM? imap: Implicit mapping and positioning in real- time
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6fd23713-5d88-4620-b9c6-a3d5cb8e32d9 · outbound
Why does Deep Learning Improve Visual SLAM? Nerf: Representing scenes as neural radiance fields for view synthesis.Communications of the ACM
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation aa57ba08-3600-4ea3-b9c3-7266f02ddae1 · outbound
Why does Deep Learning Improve Visual SLAM? Grounding image matching in 3d with mast3r
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fabd14d7-e688-44f8-97e2-3b895df0178b · outbound
Why does Deep Learning Improve Visual SLAM? Vggt: Visual geometry grounded transformer
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5d9b7b76-3c99-4e9f-88a0-1f6afbff7c4b · outbound
Why does Deep Learning Improve Visual SLAM? Bags of binary words for fast place recognition in image sequences
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e2deea66-519f-421a-8aef-b2bc999942e6 · outbound
Why does Deep Learning Improve Visual SLAM? Least-squares estimation of transfor- mation parameters between two point patterns.IEEE Trans
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bd8dc203-222f-4dab-bd12-01e18e0b4e94 · outbound
Why does Deep Learning Improve Visual SLAM? A tutorial on quantitative trajectory evaluation for visual(-inertial) odometry
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4953d692-6155-42bc-b15d-28f7fbd5d384 · outbound
Why does Deep Learning Improve Visual SLAM? Mapanything: Universal feed-forward metric 3d reconstruction
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ed0ff8f3-5baa-4ca5-94df-62f3eeed9aac · outbound
Why does Deep Learning Improve Visual SLAM? A benchmark for the evaluation of rgb-d slam systems
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1389804e-2d8d-4d8a-aa87-fbc026ed42c5 · outbound
Why does Deep Learning Improve Visual SLAM? The euroc micro aerial vehicle datasets.Int
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fea40622-28c0-4ff0-ba53-6bab2e0ee375 · outbound
Why does Deep Learning Improve Visual SLAM? Continuous-time vs
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 09ce2dc4-53bc-48c9-80b9-bea2ea5cedf0 · outbound
Why does Deep Learning Improve Visual SLAM? Reinforcement learning meets visual odometry
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ea2b945f-2188-496e-bbc3-45969fbfce3e · outbound
Why does Deep Learning Improve Visual SLAM? Image-conditioned adaptive parameter tuning for visual odometry frontends.arXiv preprint arXiv:2603.21785, 2026
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
No inbound Pith citation observations are available.