Pith. sign in

Paper Citation Record · LEDGER

Multimodal Perception for Goal-oriented Navigation: A Survey

As of 16 August 2026, this Paper Citation Record lists 100 of 198 outbound references and 2 inbound Pith citation observations for arXiv:2504.15643.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2504.15643 v1

Coverage vector

measured 100 of 198 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:23:58.527149Z

measured 102 of 102 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T13:56:48.159909Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T11:53:23.901201Z

Reference resolution

100 of 198 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved99
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b0dc7a39-ecb0-4fa4-8746-3f0103a5e6b0 · outbound

This paper cites A frontier-based approach for autonomous explo- ration,.

Multimodal Perception for Goal-oriented Navigation: A Survey A frontier-based approach for autonomous explo- ration,

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.173652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.173652Z digest=sha256:55fb17e8a9ec49535537c1834dd80356f5408272ac7836095c8a358bd8a8e2bb

Observation 58e373e7-eacb-4625-8714-203cdcd2fe5f · outbound

This paper cites A fast marching level set method for monoton- ically advancing fronts.

Multimodal Perception for Goal-oriented Navigation: A Survey A fast marching level set method for monoton- ically advancing fronts

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.177826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.177826Z digest=sha256:deae85942934ae947b6b2e0227bdbb23bf8c33dd0562069da5c2cdf1f3c90915

Observation f7978ab8-6b38-4d54-a3da-e2c3c8186765 · outbound

This paper cites Deep residual learning for image recognition,.

Multimodal Perception for Goal-oriented Navigation: A Survey Deep residual learning for image recognition,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.181307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.181307Z digest=sha256:07e5c795c0e14a3527bfb4fadbb631238601b34694ac9c7278f5826420881d14

Observation 9ebb01df-daf9-41fc-99c4-e43f32ed3e59 · outbound

This paper cites Attention is all you need,.

Multimodal Perception for Goal-oriented Navigation: A Survey Attention is all you need,

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.185006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.185006Z digest=sha256:eeffa972cd57f3c61eba0d063263c0e2385643cc0b04562df1a47b4d8a475499

Observation 3c4811ac-b458-4e39-a1af-360f7a3faf10 · outbound

This paper cites Language models are few-shot learners,.

Multimodal Perception for Goal-oriented Navigation: A Survey Language models are few-shot learners,

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.188472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.188472Z digest=sha256:02b776ea9cfdb46b3eb9bf8d158f298f72703f503d0024c96cb2085d911b4492

Observation bac3d744-e0ec-489c-a9f2-1f41b55283e5 · outbound

This paper cites GPT-4 Technical Report.

Multimodal Perception for Goal-oriented Navigation: A Survey GPT-4 Technical Report

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.191896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.191896Z digest=sha256:67d4b69e8ec67f49460bb9498ea39593bb3c8b7bfe5c3b5826a7b0f4d85a6efa

Observation 688c81a4-85a7-47a1-8fa6-e56963f5617a · outbound

This paper cites Soundspaces: Audio- visual navigation in 3d environments,.

Multimodal Perception for Goal-oriented Navigation: A Survey Soundspaces: Audio- visual navigation in 3d environments,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.196073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.196073Z digest=sha256:c65db54e57ee906ca721e5f70e6d2664adab8749b6e3e427e9b9b67b550423a6

Observation 4c4535b8-aec9-4dc0-815a-00dda95136ed · outbound

This paper cites Learning representa- tions from audio-visual spatial alignment,.

Multimodal Perception for Goal-oriented Navigation: A Survey Learning representa- tions from audio-visual spatial alignment,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.199920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.199920Z digest=sha256:8a890f8f4d09889660cfe6ba69cdf20b80fd56b7e9f09caea01535fbf9ba31b8

Observation cea082e8-e16e-4c6a-8563-2f3f6ebf6726 · outbound

This paper cites On Evaluation of Embodied Navigation Agents.

Multimodal Perception for Goal-oriented Navigation: A Survey On Evaluation of Embodied Navigation Agents

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.203228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.203228Z digest=sha256:79c3bc0f20c496f2c0db4c9db86cb68a6588dbcf733e3ccc8443bf8a72ac24bb

Observation 42c796d1-1d3b-4339-ab70-beddccb423e6 · outbound

This paper cites ObjectNav Revisited: On Evaluation of Embodied Agents Navigating to Objects.

Multimodal Perception for Goal-oriented Navigation: A Survey ObjectNav Revisited: On Evaluation of Embodied Agents Navigating to Objects

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.207026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.207026Z digest=sha256:e0e3d1e49f51fcd4b953d7a04a3dcbf42c1b26c2cdfc5191515543940b30a2eb

Observation 3a3b83cf-bab7-4e94-a264-34bb489efa26 · outbound

This paper cites Learning to Explore using Active Neural SLAM.

Multimodal Perception for Goal-oriented Navigation: A Survey Learning to Explore using Active Neural SLAM

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.210712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.210712Z digest=sha256:f6ebd133e1cd0e4f3f81802fcee79da94fe5ea6cb749762a1c272b8ec479755e

Observation c39b1909-1715-4644-bb7b-0e35ed95ffe5 · outbound

This paper cites HM3D-OVON: A Dataset and Benchmark for Open-Vocabulary Object Goal Navigation.

Multimodal Perception for Goal-oriented Navigation: A Survey HM3D-OVON: A Dataset and Benchmark for Open-Vocabulary Object Goal Navigation

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.214700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.214700Z digest=sha256:012c5dd3f77f8b1c8dfa18ed548d80a5565ef847755f02e75cb6117766b02d06

Observation 4599a02d-f314-4d88-a1e5-545468f98637 · outbound

This paper cites Pirlnav: Pretraining with imitation and rl finetuning for objectnav,.

Multimodal Perception for Goal-oriented Navigation: A Survey Pirlnav: Pretraining with imitation and rl finetuning for objectnav,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.219033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.219033Z digest=sha256:106cbb997e3c19fb3de3f45ab1dbacd575406a000fb18eb82f31401985c6ec2a

Observation 7f934f9f-9f17-4199-bfa8-df9d8be504dd · outbound

This paper cites DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames.

Multimodal Perception for Goal-oriented Navigation: A Survey DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.223008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.223008Z digest=sha256:f80e5c9ff5d49177fc8b465baeef6e8deaa016a7b44e7e2e9dcbd5c3eb264ffe

Observation 52fb99e9-c369-47b6-8d20-25ff42404673 · outbound

This paper cites The sur- prising effectiveness of visual odometry techniques for embodied pointgoal navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey The sur- prising effectiveness of visual odometry techniques for embodied pointgoal navigation,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.227123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.227123Z digest=sha256:b19de5fda5d00557ef14e535e00334488f3623ed6375011a45150147bcb96aa5

Observation 40d59e5f-d616-4d62-b16b-5fcaf52d0bea · outbound

This paper cites Is mapping necessary for realistic pointgoal navigation?.

Multimodal Perception for Goal-oriented Navigation: A Survey Is mapping necessary for realistic pointgoal navigation?

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.230628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.230628Z digest=sha256:250d2b680ed698f97fd0805c97c8cb3cfb2e0f2a6fbb2ee01f0b59e1517d062d

Observation 6035b2ae-162a-40dd-9420-b9920962feea · outbound

This paper cites Entl: Embodied navi- gation trajectory learner,.

Multimodal Perception for Goal-oriented Navigation: A Survey Entl: Embodied navi- gation trajectory learner,

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.234002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.234002Z digest=sha256:62921ae053ddb12b4febb0d64bd156b9bd358bb36b9d04a6c3233625a812911c

Observation b39ffa18-49e5-49ad-a5d3-70a4941d0a36 · outbound

This paper cites MPVO: Motion-Prior based Visual Odometry for PointGoal Navigation.

Multimodal Perception for Goal-oriented Navigation: A Survey MPVO: Motion-Prior based Visual Odometry for PointGoal Navigation

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.237226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.237226Z digest=sha256:ea7452563ad0a7da3c0bc77a69459fc28497f45d2a417362ed6bb321244be8a3

Observation d44749a1-2139-47f7-a87e-188685371bcf · outbound

This paper cites Object goal navigation using goal-oriented semantic explo- ration,.

Multimodal Perception for Goal-oriented Navigation: A Survey Object goal navigation using goal-oriented semantic explo- ration,

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.240668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.240668Z digest=sha256:0fe35f4c924baea8cf2362c42150bf4f7efaca499191f2f52ee53bc14a8f4f00

Observation 0cda1d41-8995-481c-8a2d-99aedc85a41a · outbound

This paper cites Ion: Instance-level object navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Ion: Instance-level object navigation,

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.244029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.244029Z digest=sha256:6de117341dea71a37b42ed1708ac0d4351db8e7200958cc43534e548589e27a3

Observation 510f9ca0-f1ca-427b-82ab-3ac6308a4e2a · outbound

This paper cites Simple but effective: Clip embeddings for embodied ai,.

Multimodal Perception for Goal-oriented Navigation: A Survey Simple but effective: Clip embeddings for embodied ai,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.247364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.247364Z digest=sha256:143734c23394a132a9ac82fbfd3de1dd329d5df6a8479a8f94cc891d7a2baaee

Observation d6a66436-8fda-45e4-9faf-a1cc705adb13 · outbound

This paper cites Habitat- web: Learning embodied object-search strategies from human demonstrations at scale,.

Multimodal Perception for Goal-oriented Navigation: A Survey Habitat- web: Learning embodied object-search strategies from human demonstrations at scale,

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.250748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.250748Z digest=sha256:4bd51ca8f7d069a3caaaeebec039d6cd44aac0e44503315bd3ba0c2ed9b2028d

Observation bdcf6658-6bc3-4a8d-9d97-53876f08aafc · outbound

This paper cites Zson: Zero-shot object-goal navigation using multimodal goal embeddings,.

Multimodal Perception for Goal-oriented Navigation: A Survey Zson: Zero-shot object-goal navigation using multimodal goal embeddings,

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.254560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.254560Z digest=sha256:8dc7794aed911f52801d418ecdd9fce0d8cc2eab046c788059ea044c5ef0a766

Observation 8fdc03da-19c8-4e2d-8231-99e9e5e0ee70 · outbound

This paper cites L3mvn: Leveraging large language models for visual target navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey L3mvn: Leveraging large language models for visual target navigation,

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.257978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.257978Z digest=sha256:cd61977872afe8ea1361f9d5f2f91ba02dd41865a96c8ede05b67a882bfa6626

Observation eaa43d67-fb28-48f3-9dc6-93c44a963533 · outbound

This paper cites Object-goal visual navigation via effective exploration of relations among historical navigation states,.

Multimodal Perception for Goal-oriented Navigation: A Survey Object-goal visual navigation via effective exploration of relations among historical navigation states,

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.261308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.261308Z digest=sha256:2842f754c0bfa99feb16997c6b5111cb55b052f993cab8f6bb07f9d32bc30db0

Observation 30063342-ea24-462f-a991-fe68b1765f1a · outbound

This paper cites SG-Nav: Online 3D Scene Graph Prompting for LLM-based Zero-shot Object Navigation.

Multimodal Perception for Goal-oriented Navigation: A Survey SG-Nav: Online 3D Scene Graph Prompting for LLM-based Zero-shot Object Navigation

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.264674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.264674Z digest=sha256:dca14b1683f428b948f55a11d1609186330f260f225501ba799f583ac319b2ae

Observation b97c035d-a131-47fc-b98d-8c6628efbf87 · outbound

This paper cites Trajectory dif- fusion for objectgoal navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Trajectory dif- fusion for objectgoal navigation,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.268377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.268377Z digest=sha256:914244d0010330734891597ad0af7a772effe3361dc2d1472c805352737d5d39

Observation ca9988e8-a922-4e32-8d72-3a622d8a1f91 · outbound

This paper cites Topo- logical semantic graph memory for image-goal navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Topo- logical semantic graph memory for image-goal navigation,

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.271804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.271804Z digest=sha256:a04269dcb14c13b3d6701ba6e6211f91953b70b5d759a06ebd8008449ccc687b

Observation 5ce0082a-7a43-469b-9c6f-5d032e9d74d6 · outbound

This paper cites Fgprompt: Fine-grained goal prompting for image-goal navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Fgprompt: Fine-grained goal prompting for image-goal navigation,

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.275103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.275103Z digest=sha256:20b4d3214367be235eb9ee001f6c7035942d51b4c94c9e3cf0bb243703b7d362

Observation 1addc03a-8c1f-4993-9151-9cf16ad4c1ef · outbound

This paper cites Memonav: Working memory model for visual navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Memonav: Working memory model for visual navigation,

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.278435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.278435Z digest=sha256:1e22567e7e89ba7ea12e3fc29047c0b4ae06585841e614334245ef2637dd25a5

Observation 45c1a112-7f65-45f5-a96a-ffe088e5ed72 · outbound

This paper cites Object instance retrieval in assistive robotics: Leveraging fine-tuned simsiam with multi-view images based on 3d semantic map,.

Multimodal Perception for Goal-oriented Navigation: A Survey Object instance retrieval in assistive robotics: Leveraging fine-tuned simsiam with multi-view images based on 3d semantic map,

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.281916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.281916Z digest=sha256:da28ec38e49af247d776e9cd9a418dcc2277aabc30dae7a0c4b79bc9fa197322

Observation 731468b2-86ae-4b12-bbed-8fe581c2016c · outbound

This paper cites Look, listen, and act: Towards audio-visual embodied navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Look, listen, and act: Towards audio-visual embodied navigation,

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.285392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.285392Z digest=sha256:0cf63019db24b9402dca7796b04f24a430bab64b1e7fb7460ddce356b3088edf

Observation d039b02d-3ef2-41d4-a9f2-1711c1ed15e3 · outbound

This paper cites Semantic audio-visual navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Semantic audio-visual navigation,

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.288720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.288720Z digest=sha256:b15da840ac372d8d52ceab44cf2a874dd65a9fc0fa4019106de79e2a879bc2aa

Observation 5b00744c-7062-4125-9adb-9d5f29354778 · outbound

This paper cites Avlen: Audio- visual-language embodied navigation in 3d environments,.

Multimodal Perception for Goal-oriented Navigation: A Survey Avlen: Audio- visual-language embodied navigation in 3d environments,

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.291958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.291958Z digest=sha256:494a904c8272515b691e06aab41a5c432aa2f09e002a0ae3fc11196b5e0613bf

Observation 8028486e-40fc-4e09-b31a-3f8f93902c8e · outbound

This paper cites Catch me if you hear me: Audio-visual navigation in complex unmapped environments with moving sounds,.

Multimodal Perception for Goal-oriented Navigation: A Survey Catch me if you hear me: Audio-visual navigation in complex unmapped environments with moving sounds,

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.295090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.295090Z digest=sha256:5f9836e89b24d6aff7dbdcd77590f890480d166c57afaa83b86b2f2209f1e595

Observation 299c4dde-254b-44e8-822a-a76a8f4cd277 · outbound

This paper cites Rila: Reflective and imaginative language agent for zero-shot semantic audio-visual navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Rila: Reflective and imaginative language agent for zero-shot semantic audio-visual navigation,

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.298466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.298466Z digest=sha256:3e5b40b53dddfdd058cf7a86cebfbb60d41aeea110e257d2d8759a34ae834328

Observation c65e1737-6f80-4fa9-974f-7b9189182b3d · outbound

This paper cites Nomad: Goal masked diffusion policies for navigation and exploration,.

Multimodal Perception for Goal-oriented Navigation: A Survey Nomad: Goal masked diffusion policies for navigation and exploration,

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.302036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.302036Z digest=sha256:1098d80843cd9f4c4cf895284c6a3e6da4b931f653ee7d7341e070ce8bc442d9

Observation 6cbf4892-80e5-4ba0-997b-2b5b742a5916 · outbound

This paper cites Hartley and A.

Multimodal Perception for Goal-oriented Navigation: A Survey Hartley and A

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.305511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.305511Z digest=sha256:debd3a1a006366fd7dbf6fe0e2447f82412e011ba965c1546aebe54d695c644c

Observation 45a5be88-9b7e-4928-9837-b0be35211d89 · outbound

This paper cites Cognitive mapping and planning for visual navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Cognitive mapping and planning for visual navigation,

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.308982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.308982Z digest=sha256:052c4f7c0e8cc0e6948a064f6c47f37ce6f828a59b5aff1f3468869aa0c1613e

Observation 8eaa879f-ff29-457c-a5f3-11659edb76c5 · outbound

This paper cites Poni: Potential functions for objectgoal navigation with interaction-free learning,.

Multimodal Perception for Goal-oriented Navigation: A Survey Poni: Potential functions for objectgoal navigation with interaction-free learning,

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.312185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.312185Z digest=sha256:55720db0542578fa49d4d389944588fb7db80003e22c5efdab39e110ddaf1374

Observation 78c0679c-e602-4474-9a11-568817d6d0f8 · outbound

This paper cites VTNet: Visual Transformer Network for Object Goal Navigation.

Multimodal Perception for Goal-oriented Navigation: A Survey VTNet: Visual Transformer Network for Object Goal Navigation

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.315661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.315661Z digest=sha256:f01cc959a2d4f12069fdfb996b72bc2339891d1f181b80abe11965ceed97ec33

Observation 4e654dee-0e95-4f02-bc94-ed268ea48861 · outbound

This paper cites Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation.

Multimodal Perception for Goal-oriented Navigation: A Survey Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.319220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.319220Z digest=sha256:963b7e4f41d32f4ba25205fbbd65facb0cd9c89ffc301d264fe60b79e9c12b78

Observation 31a12abf-6997-4b4b-9e56-687d4992675f · outbound

This paper cites Long short-term memory,.

Multimodal Perception for Goal-oriented Navigation: A Survey Long short-term memory,

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.322864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.322864Z digest=sha256:2a8701c812dc61dd5da869b16f32ff98d8343dcedbdc2cd3bee928346d5e9b1e

Observation 0ca0ea47-64dc-4478-b807-30da700d7e75 · outbound

This paper cites Image retrieval using scene graphs,.

Multimodal Perception for Goal-oriented Navigation: A Survey Image retrieval using scene graphs,

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.330169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.330169Z digest=sha256:693274e7507fbbca5fa10de6a89881d0d55da8bee7c15bcfbba16077243794b9

Observation 54432b16-b101-4a82-9c0e-69a22e0ada7f · outbound

This paper cites Graph r-cnn for scene graph generation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Graph r-cnn for scene graph generation,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.333501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.333501Z digest=sha256:447c565e0a39399364b9c0c22354b819c423b7140a1fd3516a96b02ff83316be

Observation 3ad98410-ef5e-4929-b402-ab4cbbb53d60 · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Multimodal Perception for Goal-oriented Navigation: A Survey Semi-Supervised Classification with Graph Convolutional Networks

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.337129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.337129Z digest=sha256:508638453a6e950771a35420733ac6f4ffcf88788e90d1427ff0c8a7bc1b3f21

Observation 486d0211-27a3-44cb-af71-09a50297f3d5 · outbound

This paper cites The graph neural network model,.

Multimodal Perception for Goal-oriented Navigation: A Survey The graph neural network model,

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.341192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.341192Z digest=sha256:f7b0264c8a630505319040d71d1d91d04756a91d23c8d188e6b40a356cb94650

Observation 0c9f7a8b-6b70-4e9d-bf2c-ea11a0096e44 · outbound

This paper cites Learning hierarchical re- lationships for object-goal navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Learning hierarchical re- lationships for object-goal navigation,

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.345189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.345189Z digest=sha256:8ee675593db4788c1d7b980fde258579e9c33b71b533e1e8e040b3534b555d87

Observation 2689650f-a4fd-4048-8c01-9b882c938b89 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

Multimodal Perception for Goal-oriented Navigation: A Survey Learning transferable visual models from natural language supervision,

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.348790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.348790Z digest=sha256:4a704a5190f8c8fa3f2464198474a95b061f0465664e694a068791575f89412c

Observation 4c1b6fd8-78f5-4656-8a79-1615a4c4e419 · outbound

This paper cites Denoising diffusion probabilistic models,.

Multimodal Perception for Goal-oriented Navigation: A Survey Denoising diffusion probabilistic models,

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.352229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.352229Z digest=sha256:83ac9ee96920eb6255734c3615a063f51466fa050f6abb0bd383cff35c31b7f1

Observation bb5574d5-0c7f-424b-95bd-6269515c5c51 · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

Multimodal Perception for Goal-oriented Navigation: A Survey Score-Based Generative Modeling through Stochastic Differential Equations

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.355645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.355645Z digest=sha256:acde6e4b24bcd6fbed92f79489197ccbec69963bf047d38b5311dc37cc550d51

Observation 0346d6f8-4140-487b-b135-0cddfaa30b36 · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermody- namics,.

Multimodal Perception for Goal-oriented Navigation: A Survey Deep unsupervised learning using nonequilibrium thermody- namics,

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.359531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.359531Z digest=sha256:75054f0d059f129fa0d1783dc46d4e04603f38e09dbc086ac39fce855b24cf9e

Observation d4269d6a-dbd9-494f-86ee-66c14fcb02a0 · outbound

This paper cites Photorealistic text-to-image diffusion models with deep language understanding,.

Multimodal Perception for Goal-oriented Navigation: A Survey Photorealistic text-to-image diffusion models with deep language understanding,

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.362944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.362944Z digest=sha256:8051f7613383eb58cd4050954c92b9b7e1b53b5b105ab398a057529fd86db179

Observation 2fd477af-867e-4878-9911-2fc1169c1421 · outbound

This paper cites DreamFusion: Text-to-3D using 2D Diffusion.

Multimodal Perception for Goal-oriented Navigation: A Survey DreamFusion: Text-to-3D using 2D Diffusion

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.366389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.366389Z digest=sha256:ce01db59b62b806ba80e1140110b0d82facd12151422b9cc469349be669bf3c0

Observation 6be6bf67-73c7-4de4-8ca3-add359731fd9 · outbound

This paper cites Habitat-Matterport 3D Dataset (HM3D): 1000 Large-scale 3D Environments for Embodied AI.

Multimodal Perception for Goal-oriented Navigation: A Survey Habitat-Matterport 3D Dataset (HM3D): 1000 Large-scale 3D Environments for Embodied AI

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.370029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.370029Z digest=sha256:6bd9e734a1ff6f63238faae367811e1b155b2400698b75315fae1b4e5ec7a598

Observation adbaa22b-84be-4224-b115-1cc2255eb98c · outbound

This paper cites Gibson env: Real-world perception for embodied agents,.

Multimodal Perception for Goal-oriented Navigation: A Survey Gibson env: Real-world perception for embodied agents,

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.373574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.373574Z digest=sha256:9898a67575ddb5c7118d54efaf06952a3ad7a76b5fdf320efb48f8d541296be6

Observation b16ac08b-a5b7-45dd-bd9e-541eefb07011 · outbound

This paper cites Matterport3D: Learning from RGB-D Data in Indoor Environments.

Multimodal Perception for Goal-oriented Navigation: A Survey Matterport3D: Learning from RGB-D Data in Indoor Environments

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.377110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.377110Z digest=sha256:f50b1779d5b0f731796db36b717699bdc53e1bc1ffc6124b1dca580bf126fb1e

Observation c611242e-b189-43b7-a533-4d88a3ec0684 · outbound

This paper cites AI2-THOR: An Interactive 3D Environment for Visual AI.

Multimodal Perception for Goal-oriented Navigation: A Survey AI2-THOR: An Interactive 3D Environment for Visual AI

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.380803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.380803Z digest=sha256:d7c67bad25c359b53ac84058e91accda853327bd433187da140f2cc11e0e760b

Observation 4aea7621-8a5b-46a5-9083-938e61429559 · outbound

This paper cites Robothor: An open simulation-to-real embodied ai plat- form,.

Multimodal Perception for Goal-oriented Navigation: A Survey Robothor: An open simulation-to-real embodied ai plat- form,

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.384439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.384439Z digest=sha256:80ad195613e9840a5c57a427258571c6ade0b09419782b7ad60194f6b8a1af20

Observation 34304206-c3d3-4543-8fc0-d71f9c07ce36 · outbound

This paper cites Procthor: Large-scale embodied ai using procedural genera- tion,.

Multimodal Perception for Goal-oriented Navigation: A Survey Procthor: Large-scale embodied ai using procedural genera- tion,

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.388103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.388103Z digest=sha256:f66449ebb07a049ed02ac3257e802e1fbc64891d50f3264247bac688077361af

Observation 31e88cf2-f336-47ca-b03a-e588446d4ad1 · outbound

This paper cites Scannet: Richly-annotated 3d reconstructions of indoor scenes,.

Multimodal Perception for Goal-oriented Navigation: A Survey Scannet: Richly-annotated 3d reconstructions of indoor scenes,

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.391567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.391567Z digest=sha256:bf12791cde30883990a2b8c94658e96b489b62139aec17f034eede24d3f9ca83

Observation be790473-3502-4ec2-8905-915749d18991 · outbound

This paper cites The Replica Dataset: A Digital Replica of Indoor Spaces.

Multimodal Perception for Goal-oriented Navigation: A Survey The Replica Dataset: A Digital Replica of Indoor Spaces

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.395305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.395305Z digest=sha256:9e2d1038d5a7ebbd170eaabb93c0227beb52902f88217ec8eedff05e9f08e2fa

Observation 5f3622ab-fc72-4dd9-b352-1f648b0770c3 · outbound

This paper cites Soundspaces 2.0: A simulation platform for visual-acoustic learning,.

Multimodal Perception for Goal-oriented Navigation: A Survey Soundspaces 2.0: A simulation platform for visual-acoustic learning,

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.399116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.399116Z digest=sha256:2f0e1c54cd5f8d373ed95915d99537e4736b6ccfc74fd4f1a1702e3692b5863d

Observation 9dc2aa42-482c-4285-9922-798e3acde803 · outbound

This paper cites Habitat: A platform for embodied ai research,.

Multimodal Perception for Goal-oriented Navigation: A Survey Habitat: A platform for embodied ai research,

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.402637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.402637Z digest=sha256:bdfac96bf6afa160b03ffc66e409bf3fb91fbde0bede6fa67a3ccedcd131644e

Observation 90502f49-ff63-48a3-bb76-1ecdee55f15a · outbound

This paper cites 3d scene graph: A structure for unified semantics, 3d space, and camera,.

Multimodal Perception for Goal-oriented Navigation: A Survey 3d scene graph: A structure for unified semantics, 3d space, and camera,

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.406073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.406073Z digest=sha256:e414fd5514723862357f4e672aca4384fa256b47c016ff34175b2822d656af20

Observation eae95ef6-5df3-48e7-a093-13cc16561c62 · outbound

This paper cites Comparison of Model-Free and Model-Based Learning-Informed Planning for PointGoal Navigation.

Multimodal Perception for Goal-oriented Navigation: A Survey Comparison of Model-Free and Model-Based Learning-Informed Planning for PointGoal Navigation

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.409321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.409321Z digest=sha256:9d3226a77c5af500cd5d0b8623416f12e7cb059623ac9e071616e5b3a645e5ce

Observation e58b523e-db9b-4ca4-a104-00521a8c0cf6 · outbound

This paper cites Uncertainty-driven planner for exploration and navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Uncertainty-driven planner for exploration and navigation,

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.412824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.412824Z digest=sha256:b352ad1cb5b8cf22bdd26c1545e48b668ae10f177d9c8718d331f09e3f28bb69

Observation de98be67-ceea-4793-ae42-367fe2c614b2 · outbound

This paper cites Moda: Map style trans- fer for self-supervised domain adaptation of embodied agents,.

Multimodal Perception for Goal-oriented Navigation: A Survey Moda: Map style trans- fer for self-supervised domain adaptation of embodied agents,

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.416288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.416288Z digest=sha256:2d282cccbeb5d0c0e053c8aa3d3a55039cf5ce40c8f27d0b965b399a7c194145

Observation 00fb410e-b1fb-4ce2-a3b4-286a6b765b2b · outbound

This paper cites Splitnet: Sim2sim and task2task transfer for embodied visual navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Splitnet: Sim2sim and task2task transfer for embodied visual navigation,

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.419919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.419919Z digest=sha256:bc627641d147adac9d74ac3f090cd218932ee497cf3d333e1b2c4224595f50ea

Observation a22928cd-3197-41db-9822-519299c94093 · outbound

This paper cites AllenAct: A Framework for Embodied AI Research.

Multimodal Perception for Goal-oriented Navigation: A Survey AllenAct: A Framework for Embodied AI Research

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.424226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.424226Z digest=sha256:f5c860a0b234c42e8a174a2ad57c1abda492ebdc5589b4fc678c7cc6edb580c9

Observation 759fc4f6-8109-41b5-9699-cc22d5e3afb0 · outbound

This paper cites Auxiliary tasks speed up learning point goal navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Auxiliary tasks speed up learning point goal navigation,

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.428225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.428225Z digest=sha256:ac76093ed2160c931b719ed032fd8e0169553bca2d71c7608ce162a13b211c28

Observation aa6dbb8d-de84-4b4f-9987-33c8ab9189af · outbound

This paper cites Auxiliary tasks for efficient learning of point-goal navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Auxiliary tasks for efficient learning of point-goal navigation,

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.431751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.431751Z digest=sha256:c685eafba5342bbc62560ec02782ae5424a47f1da5cfa58b880fb0154cb47e77

Observation df53da9d-7882-4d85-bff6-a3608ac54f2e · outbound

This paper cites Integrating egocentric localization for more realistic point-goal navigation agents,.

Multimodal Perception for Goal-oriented Navigation: A Survey Integrating egocentric localization for more realistic point-goal navigation agents,

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.435025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.435025Z digest=sha256:a81d3eeb37a057692eae51b9482b52c6f73a086c781ae76981a6863c2245ecab

Observation 72414602-a9c2-4831-8ae7-3c8a879b0f7d · outbound

This paper cites Robustnav: Towards benchmarking robustness in embodied navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Robustnav: Towards benchmarking robustness in embodied navigation,

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.438367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.438367Z digest=sha256:4d0bc8751820ab29bfa871191afb548cf64f391673d7f32ffdfbf69f3441a547

Observation 18f4761c-d1bd-4b19-8d85-15a3648e90b8 · outbound

This paper cites What do navigation agents learn about their environment?.

Multimodal Perception for Goal-oriented Navigation: A Survey What do navigation agents learn about their environment?

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.441616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.441616Z digest=sha256:6e3ba36a9771c29e8d4842467b868641f8006a58bb4c4e44bdb747aef464ac63

Observation e52af0ad-9e16-4c73-85dd-962c705e7513 · outbound

This paper cites Vision-and-language navigation: Interpreting visually- grounded navigation instructions in real environments,.

Multimodal Perception for Goal-oriented Navigation: A Survey Vision-and-language navigation: Interpreting visually- grounded navigation instructions in real environments,

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.444894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.444894Z digest=sha256:01e6a9a5b734a73e83b7e8e4fa69b712678eb1cf02ffef6310816863dd4bbfdc

Observation 411bc777-9f69-46f6-a7e4-c5bb958c1b25 · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation,.

Multimodal Perception for Goal-oriented Navigation: A Survey U-net: Convolutional networks for biomedical image segmentation,

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.448345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.448345Z digest=sha256:ab934a728410b129d47d9185f5e6e02ac7502f004dc0625672be5eaa89d4eaa4

Observation b8cbe645-c80e-45fd-a16c-3a7113242ed4 · outbound

This paper cites Simple and scalable predictive uncertainty estimation using deep ensem- bles,.

Multimodal Perception for Goal-oriented Navigation: A Survey Simple and scalable predictive uncertainty estimation using deep ensem- bles,

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.452055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.452055Z digest=sha256:a2796dcc7e455e3aaffc4ec56811718680ed8eaa92e18e3a0ca29e1e64e623fb

Observation cb83624c-a574-42ec-a15b-568236c5972f · outbound

This paper cites Unpaired image-to- image translation using cycle-consistent adversarial networks,.

Multimodal Perception for Goal-oriented Navigation: A Survey Unpaired image-to- image translation using cycle-consistent adversarial networks,

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.455760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.455760Z digest=sha256:f28008dd76de5986537b9b2fe19633951bf8ce8928a3c918af71c67033a8fa65

Observation ecd2ab19-855b-475a-b643-1643101de1b9 · outbound

This paper cites Real-time object navigation with deep neural networks and hierarchical reinforcement learning,.

Multimodal Perception for Goal-oriented Navigation: A Survey Real-time object navigation with deep neural networks and hierarchical reinforcement learning,

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.459163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.459163Z digest=sha256:97948e13455f3c991014c9cad8ec33dd08d57c4f350b8b468068322efc8d5594

Observation c1191d0f-ee78-4922-bf75-ea233f1026d1 · outbound

This paper cites Learning to Map for Active Semantic Goal Navigation.

Multimodal Perception for Goal-oriented Navigation: A Survey Learning to Map for Active Semantic Goal Navigation

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.462505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.462505Z digest=sha256:5b3ff61d4121144cf891f0116294ac561e0fc80bf11fe5dc9309f559a6cf7212

Observation 7d2fc55d-083c-41f5-ab9f-c634d71682ea · outbound

This paper cites Navigating to objects in unseen environments by distance prediction,.

Multimodal Perception for Goal-oriented Navigation: A Survey Navigating to objects in unseen environments by distance prediction,

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.466110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.466110Z digest=sha256:e6a04aa1e5a25f380d8d9b85fef39ca3e12f278b47f2e256e4849f3e1acc2a17

Observation 1cb3b3c2-bade-4995-b0b9-248246506e8e · outbound

This paper cites Peanut: Predicting and navigating to unseen targets,.

Multimodal Perception for Goal-oriented Navigation: A Survey Peanut: Predicting and navigating to unseen targets,

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.469432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.469432Z digest=sha256:d67bdf995671129909f50ff73d6be2df433c39854306b4ac76d5380099a355f1

Observation 4a1891a7-bd69-4c37-b022-406d7b0283e0 · outbound

This paper cites Renderable neural radiance map for visual navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Renderable neural radiance map for visual navigation,

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.472769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.472769Z digest=sha256:132750422f72875cc5dbda5320a9fec3f4d5231adf2de3eaa6c1daa25d9e7884

Observation 7635a6a7-5075-4f2e-9643-26bc2eb0ca73 · outbound

This paper cites 3d-aware object goal navigation via simultaneous exploration SUBMITTED IEEE TRANSACTIONS ON P A TTERN ANAL YSIS AND MACHINE INTELLIGENCE 18 and identification,.

Multimodal Perception for Goal-oriented Navigation: A Survey 3d-aware object goal navigation via simultaneous exploration SUBMITTED IEEE TRANSACTIONS ON P A TTERN ANAL YSIS AND MACHINE INTELLIGENCE 18 and identification,

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.476136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.476136Z digest=sha256:a48c943a2b541ebcfec3ecb019aefe75a97f71dd0836228c86673089f51572df

Observation 515473b7-3f3f-4b79-9feb-27c20013a2f3 · outbound

This paper cites Self-supervised object goal navigation with in-situ finetuning,.

Multimodal Perception for Goal-oriented Navigation: A Survey Self-supervised object goal navigation with in-situ finetuning,

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.479637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.479637Z digest=sha256:a5b0d1f26dcd61a191050683f093ade5f2f869f8a2c3808cb20e044ab97fef0a

Observation df89ca17-abd7-44b5-b2a1-333669324695 · outbound

This paper cites Skill fusion in hybrid robotic framework for visual object goal naviga- tion,.

Multimodal Perception for Goal-oriented Navigation: A Survey Skill fusion in hybrid robotic framework for visual object goal naviga- tion,

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.483040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.483040Z digest=sha256:4dfd2395b5a75d257d44cbe0aff213f0d2a90ca2ff84bddee0304767b7085885

Observation e227b8b2-afbc-467d-a212-523c9167f354 · outbound

This paper cites How To Not Train Your Dragon: Training-free Embodied Object Goal Navigation with Semantic Frontiers.

Multimodal Perception for Goal-oriented Navigation: A Survey How To Not Train Your Dragon: Training-free Embodied Object Goal Navigation with Semantic Frontiers

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.486363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.486363Z digest=sha256:04aaba5809a28101e75f44d4e8893f90af6b206615658d2ac8e5863c6a09e5aa

Observation 0253b688-d773-4994-a2f8-b3f81731091f · outbound

This paper cites GOAT: GO to Any Thing.

Multimodal Perception for Goal-oriented Navigation: A Survey GOAT: GO to Any Thing

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.490116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.490116Z digest=sha256:00a723becea88d86e9feeebf154b07764f869e2fd80b97690f0782ff80fb22a7

Observation 950b0857-bf5e-4b1b-a7dd-434135b4ee16 · outbound

This paper cites Goat-bench: A benchmark for multi-modal lifelong navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Goat-bench: A benchmark for multi-modal lifelong navigation,

Reference 91

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.493716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.493716Z digest=sha256:f18b5a0f04c7897c36e1397bb8f386d1db5ddd8fbd3a1e9c56d964db696d80df

Observation 4872361a-a935-4537-ac9b-f9f877019bfa · outbound

This paper cites Hierarchical object-to-zone graph for object navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Hierarchical object-to-zone graph for object navigation,

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.496990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.496990Z digest=sha256:6f17a300fc9c1925e6980c8bac5124f58aaa74a0a1afa6faf69d6c7785d10696

Observation d43d891b-46fc-43a3-8da5-b5e1e6527250 · outbound

This paper cites Visual navigation in real-world indoor environments using end-to-end deep rein- forcement learning,.

Multimodal Perception for Goal-oriented Navigation: A Survey Visual navigation in real-world indoor environments using end-to-end deep rein- forcement learning,

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.500262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.500262Z digest=sha256:e1e18c7d113ec49b730859fab0d6cad527ce349ce05081e667d44bf5feb525f0

Observation 75552cfb-af5e-4b07-96b6-2a5463762bbe · outbound

This paper cites Object memory transformer for object goal navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Object memory transformer for object goal navigation,

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.503601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.503601Z digest=sha256:85d2de9f3afa4e2145ffdb580dc96a7b2e4965492d6dc57208132a1651f7ae16

Observation edff3e81-c97e-40ec-97ca-faadfb774bea · outbound

This paper cites Learning to Terminate in Object Navigation.

Multimodal Perception for Goal-oriented Navigation: A Survey Learning to Terminate in Object Navigation

Reference 95

Resolution
verified exact
local_arxiv, observed 2026-08-16T11:23:59.181994Z

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=2026-08-16T11:23:58.507149Z digest=sha256:27db2cfea8b71181aabe77cad62abf7ff9e5d8e708e8be89a371cc4d49916748

Observation 8f37b974-2c60-4b47-ab67-be28a6641617 · outbound

This paper cites Offline visual rep- resentation learning for embodied navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Offline visual rep- resentation learning for embodied navigation,

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.510886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.510886Z digest=sha256:2a427f17435612814002df665cff7203dfc4970b2720278ff0d557609ea5cb99

Observation a4bb5dfc-e382-4c21-8b5e-b8b1443e5cc1 · outbound

This paper cites OVRL-V2: A simple state-of-art baseline for ImageNav and ObjectNav.

Multimodal Perception for Goal-oriented Navigation: A Survey OVRL-V2: A simple state-of-art baseline for ImageNav and ObjectNav

Reference 97

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.513970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.513970Z digest=sha256:fb5334ef09849fda33a533be46be03bcfd4216a3880df107c4daab7de157c92c

Observation a87defec-27bf-4489-a5b8-89152e25f342 · outbound

This paper cites Object goal naviga- tion with recursive implicit maps,.

Multimodal Perception for Goal-oriented Navigation: A Survey Object goal naviga- tion with recursive implicit maps,

Reference 98

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.517442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.517442Z digest=sha256:0ff83fa56fe7e463d98878037569b90cccdb67240796763db63972de540010f6

Observation 6264a7b8-e9b2-4319-a185-d1d4c7d36f97 · outbound

This paper cites Find what you want: learning demand-conditioned object attribute space for demand-driven navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Find what you want: learning demand-conditioned object attribute space for demand-driven navigation,

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.520795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.520795Z digest=sha256:bed9697c6130fa998cedebf37f57ee9b6562f6fb83ca65ceb72f3de880c40df3

Observation f2c10f73-44ff-4893-b9cd-67bb0000afac · outbound

This paper cites Esc: Exploration with soft commonsense constraints for zero-shot object navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Esc: Exploration with soft commonsense constraints for zero-shot object navigation,

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.523946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.523946Z digest=sha256:f392d47ea2da8a488f194fc34f4fd6715a88a25cf5c34ffa56d35d3d10299804

Observation a2fd1d71-6d41-427e-8d2b-b93d52fe2c65 · outbound

This paper cites Imagine before go: Self-supervised generative map for object goal navigation,.

Multimodal Perception for Goal-oriented Navigation: A Survey Imagine before go: Self-supervised generative map for object goal navigation,

Reference 101

Resolution
unresolved
no resolver link, observed 2026-08-16T11:23:58.527149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:23:58.527149Z digest=sha256:5d4a445df4bc8cfffea33dfe3123622fb694460ea05fd1bcdd979e28e9dd4ecd

Pith citing papers

Observation 46e99e77-cbf4-41b1-9b6d-fabc60c15fd0 · inbound

VL-LN Bench: Towards Long-horizon Goal-oriented Navigation with Active Dialogs cites this paper.

VL-LN Bench: Towards Long-horizon Goal-oriented Navigation with Active Dialogs Multimodal Perception for Goal-oriented Navigation: A Survey

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-03T13:56:48.159909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:56:48.159909Z digest=sha256:3a32c1f13e15c362e803ce6dae7b0abbdd3829766ca5ef4bd696731602c05f52

Observation 8335ecdc-9976-4a4f-b229-a6f5c42fb703 · inbound

POINav: Benchmarking and Enhancing Final-Meters Arrival in Real-World Vision-Language Navigation cites this paper.

POINav: Benchmarking and Enhancing Final-Meters Arrival in Real-World Vision-Language Navigation Multimodal Perception for Goal-oriented Navigation: A Survey

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-06-29T11:53:23.902469Z

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=2026-06-29T11:48:14.888295Z digest=sha256:7f93c428f3b5eca3424825d9b0616f99883bb993e22ac43a9b0ba67633d593a6