Pith. sign in

Paper Citation Record · LEDGER

Why does Deep Learning Improve Visual SLAM?

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.

pith.paper-citation-record.v1
2607.06023 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-08T19:25:06.279898Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

56 of 56 outbound references displayed

  • verified exact5
  • verified fuzzy50
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c308c492-10a0-496d-b834-9ad0e620b19e · outbound

This paper cites Present and future of SLAM in extreme environments: The DARPA SubT challenge.IEEE Trans.

Why does Deep Learning Improve Visual SLAM? Present and future of SLAM in extreme environments: The DARPA SubT challenge.IEEE Trans

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.593069Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:064c37473c9d0958d423f3345eb5e39c57b3a1c08e774b64ef47481e81cb5e24

Observation eb51329f-834c-4723-b088-7c17b5219425 · outbound

This paper cites Computer vision for autonomous vehicles: Prob- lems, datasets and state of the art.Foundations and Trends in Computer Graphics and Vision, 2020.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.591266Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:04e1cb7412204e2b56adadcb50ce645fe05f457a29f3effb5c72343a0d742585

Observation 38d7b1ab-9d9b-4661-b31c-2d1bb09c8ee3 · outbound

This paper cites Project Aria: A New Tool for Egocentric Multi-Modal AI Research.

Why does Deep Learning Improve Visual SLAM? Project Aria: A New Tool for Egocentric Multi-Modal AI Research

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-07-08T19:25:32.346499Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:3a50f82b295bb0da00ad8c3bcf40080bdb9ce7bc8481a9e6cc54aa3a2b285c06

Observation 1db02513-013a-4686-a8fc-0f2e7267e31c · outbound

This paper cites Sight guide demonstrates robotics-inspired vision assistance at the cybathlon.Science Robotics, 2025.

Why does Deep Learning Improve Visual SLAM? Sight guide demonstrates robotics-inspired vision assistance at the cybathlon.Science Robotics, 2025

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.626879Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:ef3af63e8a8e07d132eed91e3a3fb75b912f81b9163e7d64c36d71ca2d3fdbed

Observation f774aa6a-f903-4404-b63e-a207e7f2c346 · outbound

This paper cites Ac- quiring submillimeter-accurate multi-task vision datasets for computer-assisted orthopedic surgery.Int.

Why does Deep Learning Improve Visual SLAM? Ac- quiring submillimeter-accurate multi-task vision datasets for computer-assisted orthopedic surgery.Int

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.652543Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:058af02a0ff5764734cd577849b95354d2f63225a43ec258a7a5e5ed27a698db

Observation 3c2dc409-adb7-455a-aefc-9ece934e9fa8 · outbound

This paper cites From Localization and Mapping to Spatial Intelligence.

Why does Deep Learning Improve Visual SLAM? From Localization and Mapping to Spatial Intelligence

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.589288Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:58cb9b9ff9aaaec24ef4f1e16ae1de2b8f6fa69c0809f9d6eab33f442d863326

Observation 87c18c12-bf0d-446f-9761-dadbcefa2b5c · outbound

This paper cites Tartanair: A dataset to push the limits of visual slam.

Why does Deep Learning Improve Visual SLAM? Tartanair: A dataset to push the limits of visual slam

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.601776Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:6eb798b247a9a8302d775dbcc48b04695b3e8265bdb2b40fd182b2f31890dd7f

Observation f8d3b953-2bf8-4f83-ba67-11455db1bbe3 · outbound

This paper cites Are we ready for autonomous drone racing? the uzh-fpv drone racing dataset.

Why does Deep Learning Improve Visual SLAM? Are we ready for autonomous drone racing? the uzh-fpv drone racing dataset

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.594813Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:c70334a09c2bc7cb1c998ee2a6d7376130b449117078091f2c40adadfd5416e7

Observation e9f1a16e-1f7f-4c39-b7fd-9d8dd8b19104 · outbound

This paper cites Dsec: A stereo event camera dataset for driving scenarios.IEEE Robot.

Why does Deep Learning Improve Visual SLAM? Dsec: A stereo event camera dataset for driving scenarios.IEEE Robot

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.596498Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:2b604f77f79b4803622e8741d1d1300ec0afaf55d1dee5484eb951b9d875e113

Observation 37f67ad6-3efa-4485-90de-6171f3115e54 · outbound

This paper cites The hilti slam challenge dataset.IEEE Robot.

Why does Deep Learning Improve Visual SLAM? The hilti slam challenge dataset.IEEE Robot

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.600123Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:7d77a4893778b6e66a77462dd285ac3ce12a50feb79ffb4627945fb1e64dc903

Observation 669f5ed4-90a3-4a3f-b2d8-fbe288bb1c86 · outbound

This paper cites Palazzolo, J.

Why does Deep Learning Improve Visual SLAM? Palazzolo, J

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.584236Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:04c002ca555f74728282dc9c6fcc96a995847358a4793ddc781b03dc06999c49

Observation e0ef7f29-256a-4ec2-ace8-168f1b8360be · outbound

This paper cites Deepvo: Towards end-to-end visual odometry with deep recurrent convolutional neural networks.

Why does Deep Learning Improve Visual SLAM? Deepvo: Towards end-to-end visual odometry with deep recurrent convolutional neural networks

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.587656Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:a44cf16f83d467e082610d0f4202ed50752d46187735fd0d14443ab234db843b

Observation b6b5fc48-f691-40d3-8b13-3b12857189bf · outbound

This paper cites Tar- tanvo: A generalizable learning-based vo.

Why does Deep Learning Improve Visual SLAM? Tar- tanvo: A generalizable learning-based vo

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.579178Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:bacc41392f88a5c30a9f8ce7002debfbe92b583bce3ce5eea2b85cf61a36d9bc

Observation d6343590-bc23-4aa8-9d9c-4aa2bf1d778b · outbound

This paper cites Droid-slam: Deep visual slam for monocular, stereo, and rgb-d cameras.Advances in Neural Information Processing Systems, 34:16558– 16569, 2021.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.581010Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:56ad17410b19b74ccd2061b67ae8e87b6fa2da662681a8bcd22acd88dea5eec8

Observation bafffeae-6d5e-4f9b-87d4-beeb61467155 · outbound

This paper cites Deep Patch Visual Odometry.

Why does Deep Learning Improve Visual SLAM? Deep Patch Visual Odometry

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-07-08T19:25:32.341000Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:9b60bdc322d0d1f686600b9bc56041d19fb6b8ed11e43993d58e2b037ff1a800

Observation 66d115cc-c29e-40ce-849d-2c6d17fec4a8 · outbound

This paper cites Deep patch visual slam.

Why does Deep Learning Improve Visual SLAM? Deep patch visual slam

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.577427Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:5104cb65da53c626e1c2e4965cc9925eb3adba06c9702a16e58da79fd3b167aa

Observation 80f0a012-89d0-439b-aa88-6af49c48d1cc · outbound

This paper cites Raft: Recurrent all-pairs field transforms for optical flow.

Why does Deep Learning Improve Visual SLAM? Raft: Recurrent all-pairs field transforms for optical flow

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.582691Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:256a7ba166168ff3f1cff5518db5cd4d4ee3468bda5209e3005267c6b9f2d27f

Observation 682b5484-c836-49a8-80f2-14d290b7ad4f · outbound

This paper cites Nice-slam: Neural implicit scalable encoding for slam.

Why does Deep Learning Improve Visual SLAM? Nice-slam: Neural implicit scalable encoding for slam

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.572252Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:ef10d015308ece4c2a5105a25e40604c58e980742afb38e1c74a458ebb48fb1a

Observation 92080e7c-a95e-4f68-b9a6-866f6769ceaf · outbound

This paper cites Nicer-slam: Neural implicit scene encoding for rgb slam.

Why does Deep Learning Improve Visual SLAM? Nicer-slam: Neural implicit scene encoding for rgb slam

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.573994Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:f3a7149cdcdea597791868d9939c2d7e2611e6b846de3edee472f0243275fc3d

Observation 793664b8-fad3-4e91-ae43-93314ce998be · outbound

This paper cites Gaussian splatting slam.

Why does Deep Learning Improve Visual SLAM? Gaussian splatting slam

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.568020Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:cb7a405bde6d19cd127cec1265ee0a0b24e93bfb08182a1cbbe96bcb9f248f91

Observation c7719aef-8c6d-456b-9993-e0b80358c010 · outbound

This paper cites Gaussian-SLAM: Photo-realistic Dense SLAM with Gaussian Splatting.

Why does Deep Learning Improve Visual SLAM? Gaussian-SLAM: Photo-realistic Dense SLAM with Gaussian Splatting

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-07-08T19:25:32.338305Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:aad668d7f43eb3a92507bf2f8ef89ff159ab2c2b0f26252dc7e1e790b6fd995c

Observation f9a64ef8-3099-4efe-aa0b-5ed29dc308d5 · outbound

This paper cites Mast3r-slam: Real-time dense slam with 3d reconstruc- tion priors.

Why does Deep Learning Improve Visual SLAM? Mast3r-slam: Real-time dense slam with 3d reconstruc- tion priors

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.570505Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:e283110fd7a90a80de12a7c8fbbe0140142b4cc71f6750cfc29b127c1ea71494

Observation 8ab34676-1a41-46eb-8a52-c8f4b00cb6c9 · outbound

This paper cites Vggt-slam: Dense rgb slam optimized on the sl (4) manifold.Conf.

Why does Deep Learning Improve Visual SLAM? Vggt-slam: Dense rgb slam optimized on the sl (4) manifold.Conf

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.575768Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:aa4fcbe6e720166bbe0188e89658ff3660b119dec185ced8c9a8f8943489e1d7

Observation 92dbaaad-2ac0-4c8f-922f-7b755d064e9a · outbound

This paper cites Maggio, L.

Why does Deep Learning Improve Visual SLAM? Maggio, L

Reference 24

Resolution
metadata mismatch
arxiv_id, observed 2026-07-08T19:25:32.343800Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:9a90506a652754dcb12612d1343254be5a80660000c9db9c2711ea488f71ff45

Observation 9e32cfb2-9cce-4d54-bd6b-3a32db385996 · outbound

This paper cites Mac-vo: Metrics-aware covari- ance for learning-based stereo visual odometry.

Why does Deep Learning Improve Visual SLAM? Mac-vo: Metrics-aware covari- ance for learning-based stereo visual odometry

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.585915Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:5270ade8164efbe74e52055b8ecf80202f4e8b02b8c8943a4d984912d2823897

Observation 7e9bc448-47e7-422a-acc0-48fea849b234 · outbound

This paper cites Resilient odometry via hierarchical adaptation.Science Robotics, 2025.

Why does Deep Learning Improve Visual SLAM? Resilient odometry via hierarchical adaptation.Science Robotics, 2025

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.598389Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:4f3ce20eb2fa032acbae458abef4f8eb92505c37b811ebb56b17d4de8312e1b6

Observation 247a8108-c239-4703-9e92-a6035be21bfc · outbound

This paper cites Factor graphs and gtsam: A hands-on introduction.Georgia Institute of Technology, Tech.

Why does Deep Learning Improve Visual SLAM? Factor graphs and gtsam: A hands-on introduction.Georgia Institute of Technology, Tech

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.606814Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:90111580d5f615928296968f51bdb958fc73ae5e428814dad9ae265e431050b5

Observation ae81348d-f248-4ca6-9504-12422dd26169 · outbound

This paper cites A micro Lie theory for state estimation in robotics.

Why does Deep Learning Improve Visual SLAM? A micro Lie theory for state estimation in robotics

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-07-08T19:25:32.349084Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:41001acdb1229caa5ddbd565d26fb7dc39a7be4e2e2864777b3a8b7496b86899

Observation 414eeaf1-00a1-433e-8688-5eed981d5cac · outbound

This paper cites A tutorial on graph-based slam.IEEE Intel.

Why does Deep Learning Improve Visual SLAM? A tutorial on graph-based slam.IEEE Intel

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.631740Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:bf35f16578e51a377c0d4d9101ab1da1356eba3635341409ce6a2d23c31289c2

Observation f9910686-6483-4afd-8f75-c3d2e93945eb · outbound

This paper cites Orb-slam: A versatile and accurate monocular slam system.IEEE Trans.

Why does Deep Learning Improve Visual SLAM? Orb-slam: A versatile and accurate monocular slam system.IEEE Trans

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.605052Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:12dfe79f60a1173265a51a8a79a4426b4b3f3d6b449d8f44cbc0302a19996d0d

Observation 39212066-8c10-4d30-9760-988f5387c5dd · outbound

This paper cites Orb-slam2: An open-source slam system for monocular, stereo, and rgb- d cameras.IEEE Trans.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.634103Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:9df07eab8392d0a925c6042055db662a64b717bc0f729dcac510795673872a3a

Observation 322fac55-fe99-4852-a9fe-1ee4780e4a0c · outbound

This paper cites Orb-slam3: An accurate open-source library for visual, visual–inertial, and multimap slam.IEEE Trans.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.649062Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:ada6053e59692fa1cdfb4deeead5c24cd3509dcef39cbcfe64040504b7475ee6

Observation 6c0a4ab3-b6fe-45bc-99bb-989361ae8deb · outbound

This paper cites Machine learning for high-speed corner detection.

Why does Deep Learning Improve Visual SLAM? Machine learning for high-speed corner detection

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.621904Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:cbd32e021121986b7e9e8a6a476d2a6a1c9714a7134acd8e72ea4cafb51824be

Observation b846164a-c3b9-4401-93d5-80a04ba89b0e · outbound

This paper cites Orb: An efficient alternative to sift or surf.

Why does Deep Learning Improve Visual SLAM? Orb: An efficient alternative to sift or surf

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.625202Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:3652d388cbaf1db957e0c13b6e1cc63420d4edb675b5c4dd56a50da32d85e57d

Observation 3b909e1b-bd4c-4e08-ba0f-35b3b9c25fd9 · outbound

This paper cites Direct sparse odometry.IEEE Trans.

Why does Deep Learning Improve Visual SLAM? Direct sparse odometry.IEEE Trans

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.628490Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:d0bbfc497860db12f65feb97747bbc6b50264d421b1c6d6bb749c6a4253b10f5

Observation 25a7953b-85ef-4e01-afea-336bbc3151f6 · outbound

This paper cites Svo: Semidirect visual odometry for monocular and multicam- era systems.IEEE Trans.

Why does Deep Learning Improve Visual SLAM? Svo: Semidirect visual odometry for monocular and multicam- era systems.IEEE Trans

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.618561Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:a762c6fb40d50637b983876ab3bc24650f2bc9e81377bc46cd55bb00ae6012b0

Observation 6f338e9d-e61a-4324-af50-e75630e6a140 · outbound

This paper cites Monoslam: Real-time single camera slam.

Why does Deep Learning Improve Visual SLAM? Monoslam: Real-time single camera slam

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.620211Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:ba229dd01cbe463bd58548e48b44630138dfee042c3473adf50905ed9ab4c05c

Observation e552d700-6220-41a2-9010-dfac54bd318d · outbound

This paper cites A multi-state constraint kalman filter for vision-aided iner- tial navigation.

Why does Deep Learning Improve Visual SLAM? A multi-state constraint kalman filter for vision-aided iner- tial navigation

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.630116Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:e9b394e72c796e3725ca0ddeb98bf4bdd2590e29db2890f1d8c7188cb14c23a5

Observation e082fa67-7cfc-4e34-9fcb-ea855cb0b3db · outbound

This paper cites Keyframe-based visual–inertial odometry using nonlinear optimization.

Why does Deep Learning Improve Visual SLAM? Keyframe-based visual–inertial odometry using nonlinear optimization

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.611906Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:172821680568342ccbf044ac741d6aa6ea8de4ad31ae2ff9b32b5972a30e91b3

Observation bd96ed5c-c202-49f1-9e81-17e876654aff · outbound

This paper cites Vins-mono: A robust and versatile monocular visual-inertial state estimator.IEEE Trans.

Why does Deep Learning Improve Visual SLAM? Vins-mono: A robust and versatile monocular visual-inertial state estimator.IEEE Trans

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.613583Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:fb2f2b37b6a501fcda01a424cfebf6bf0bcd77143eb5dd656d8ee824ed192c45

Observation 8e6bb599-a9b5-4234-bfe1-4dd5ec9e6d61 · outbound

This paper cites Visual slam: why filter?Image and Vision Comput- ing, 2012.

Why does Deep Learning Improve Visual SLAM? Visual slam: why filter?Image and Vision Comput- ing, 2012

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.615259Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:79028868be8638ef64ea246acf59bd11b7d70010cbed295c152610ed11465272

Observation 63f3b14e-5208-48e1-8846-53296f169473 · outbound

This paper cites Tard ´os, Javier Civera, Margarita Chli, Stefan Leutenegger, Frank Dellaert, and Daniel Cremers.

Why does Deep Learning Improve Visual SLAM? Tard ´os, Javier Civera, Margarita Chli, Stefan Leutenegger, Frank Dellaert, and Daniel Cremers

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.610234Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:6112008868d66aca2f7bedb36dc05b65eee3260aa36067c327be257a822e0b0a

Observation d499941d-04ca-413f-be0e-660136c82823 · outbound

This paper cites D3vo: Deep depth, deep pose and deep un- certainty for monocular visual odometry.

Why does Deep Learning Improve Visual SLAM? D3vo: Deep depth, deep pose and deep un- certainty for monocular visual odometry

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.608565Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:14de883a40edadb62dac989d84d4c43959f6a341bc34a74077f75b9332ad376a

Observation b06e33bc-bb85-45b6-b9bc-a4712f7d5b2f · outbound

This paper cites imap: Implicit mapping and positioning in real- time.

Why does Deep Learning Improve Visual SLAM? imap: Implicit mapping and positioning in real- time

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.616911Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:1a7a1b1759f819cbd74e93a0b694398dc4a3b42589ae52945f81b5d0cde64dff

Observation 6fd23713-5d88-4620-b9c6-a3d5cb8e32d9 · outbound

This paper cites Nerf: Representing scenes as neural radiance fields for view synthesis.Communications of the ACM.

Why does Deep Learning Improve Visual SLAM? Nerf: Representing scenes as neural radiance fields for view synthesis.Communications of the ACM

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.623588Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:3bc4defb118c3f9125fa122f1978155befa5f3553fa2e49bf41a26f5419d1f58

Observation aa57ba08-3600-4ea3-b9c3-7266f02ddae1 · outbound

This paper cites Grounding image matching in 3d with mast3r.

Why does Deep Learning Improve Visual SLAM? Grounding image matching in 3d with mast3r

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.603372Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:8fd18228ddfa394ce8ce7c68b409da55ef70bffec45467954dc79b999ccdc743

Observation fabd14d7-e688-44f8-97e2-3b895df0178b · outbound

This paper cites Vggt: Visual geometry grounded transformer.

Why does Deep Learning Improve Visual SLAM? Vggt: Visual geometry grounded transformer

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.645516Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:bb317d1897475dc8a50085670952bea1f5671adb9a6873a2804dee00252228de

Observation 5d9b7b76-3c99-4e9f-88a0-1f6afbff7c4b · outbound

This paper cites Bags of binary words for fast place recognition in image sequences.

Why does Deep Learning Improve Visual SLAM? Bags of binary words for fast place recognition in image sequences

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.647243Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:818f728a983ec96748d6d01fa31fb31706e61ff98891aa8f51b8f88107fa2882

Observation e2deea66-519f-421a-8aef-b2bc999942e6 · outbound

This paper cites Least-squares estimation of transfor- mation parameters between two point patterns.IEEE Trans.

Why does Deep Learning Improve Visual SLAM? Least-squares estimation of transfor- mation parameters between two point patterns.IEEE Trans

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.650807Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:cb9a2ca39a39d2484cf6233eed1f0d3bdb185eb2511168f23854685e665f2537

Observation bd8dc203-222f-4dab-bd12-01e18e0b4e94 · outbound

This paper cites A tutorial on quantitative trajectory evaluation for visual(-inertial) odometry.

Why does Deep Learning Improve Visual SLAM? A tutorial on quantitative trajectory evaluation for visual(-inertial) odometry

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.639027Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:87bc84079915525a9abaaaab221006c9d90377086778342afbffb37080421018

Observation 4953d692-6155-42bc-b15d-28f7fbd5d384 · outbound

This paper cites Mapanything: Universal feed-forward metric 3d reconstruction.

Why does Deep Learning Improve Visual SLAM? Mapanything: Universal feed-forward metric 3d reconstruction

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.640681Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:6757eea76dac813a2ab29411507b2b0477b4df9cf1f40aceb502d05a859c60f5

Observation ed0ff8f3-5baa-4ca5-94df-62f3eeed9aac · outbound

This paper cites A benchmark for the evaluation of rgb-d slam systems.

Why does Deep Learning Improve Visual SLAM? A benchmark for the evaluation of rgb-d slam systems

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.642306Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:c081a8bd9a7db1bbbbff96c8434b00675d04b3d95416b1e13336a757fd7c6f8a

Observation 1389804e-2d8d-4d8a-aa87-fbc026ed42c5 · outbound

This paper cites The euroc micro aerial vehicle datasets.Int.

Why does Deep Learning Improve Visual SLAM? The euroc micro aerial vehicle datasets.Int

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.635821Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:ec4a23f069c13ff53f97567623adcb99d819a56ef9c66f406f75437c0bc973a0

Observation fea40622-28c0-4ff0-ba53-6bab2e0ee375 · outbound

This paper cites Continuous-time vs.

Why does Deep Learning Improve Visual SLAM? Continuous-time vs

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.637375Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:2783429f6c29fb7af52c280aa7d91f77037022da4f3f8466c9bbf35adf3ab0bd

Observation 09ce2dc4-53bc-48c9-80b9-bea2ea5cedf0 · outbound

This paper cites Reinforcement learning meets visual odometry.

Why does Deep Learning Improve Visual SLAM? Reinforcement learning meets visual odometry

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T19:25:32.643887Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:79a931c35d9b9f297d3e4a3de61a61267d05cd32707aebfe41f6d16f94ddc86a

Observation ea2b945f-2188-496e-bbc3-45969fbfce3e · outbound

This paper cites Image-conditioned adaptive parameter tuning for visual odometry frontends.arXiv preprint arXiv:2603.21785, 2026.

Why does Deep Learning Improve Visual SLAM? Image-conditioned adaptive parameter tuning for visual odometry frontends.arXiv preprint arXiv:2603.21785, 2026

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-07-08T19:25:32.352090Z

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.

source=pdf_text observed=2026-07-08T19:25:06.279898Z digest=sha256:5e9b9860a1d2a341e7f20e9a7c5451ac8e5648c4dd88cac4c8a1f5a449933e4e

Pith citing papers

No inbound Pith citation observations are available.