Pith. sign in

Paper Citation Record · LEDGER

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving

As of 18 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2506.18084.

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

pith.paper-citation-record.v1
2506.18084 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:27:19.044064Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

55 of 55 outbound references displayed

  • verified exact2
  • verified fuzzy45
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8b740b1c-c5d3-4499-8d95-62b8d7bba1c8 · outbound

This paper cites Emerging trends in autonomous vehicle perception: Multimodal fusion for 3d object detection.World Electric Vehicle Journal, 15(1):20, 2024.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Emerging trends in autonomous vehicle perception: Multimodal fusion for 3d object detection.World Electric Vehicle Journal, 15(1):20, 2024

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.676301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.828607Z digest=sha256:2e05fc6e0cd2ece7cc55df49046a77f80102e64c09fd090d0a79f37744967621

Observation 8f8c3cb5-9f3a-448b-a661-e9e5b6771f8d · outbound

This paper cites Is space-time attention all you need for video understanding? InInternational Conference on Machine Learnin (ICML), page 4, 2021.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Is space-time attention all you need for video understanding? InInternational Conference on Machine Learnin (ICML), page 4, 2021

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.665776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.832995Z digest=sha256:559c7237714d0e8ae6361c64e1ae840e1f155d98596a1ea0d2b4d35faad58148

Observation 250460e4-7bd3-4952-80f9-c7583033610f · outbound

This paper cites an unresolved cited work.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:27:19.655164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.836711Z digest=sha256:a3d60625ecebb2db5ac7f5231c4e6a58846695f4560f1101808e544019b198ec

Observation bf210c67-4377-43e0-8b56-151a4a7556c9 · outbound

This paper cites Relational Multi-Task Learning: Modeling Relations between Data and Tasks.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Relational Multi-Task Learning: Modeling Relations between Data and Tasks

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T23:27:18.840711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:27:18.840711Z digest=sha256:c8bf7eb45cd93bb2e8cd8e6a83ac3eec5fc634821476867e3defc62da48756c6

Observation 243de2eb-0c7a-4219-a772-53f4b93e09ca · outbound

This paper cites Quo vadis, action recognition? a new model and the kinetics dataset.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Quo vadis, action recognition? a new model and the kinetics dataset

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.641919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.844602Z digest=sha256:0f72d270ec1a9b8b6b25a063ed77a9a264f639c96fbeac323bbb74a67166b73e

Observation 893fbaa7-b43b-43ed-ac49-e490dcb052aa · outbound

This paper cites Umt-net: A uniform multi-task network with adaptive task weighting.IEEE Transactions on Intelligent Vehicles, 9(1):2304– 2317, 2023.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Umt-net: A uniform multi-task network with adaptive task weighting.IEEE Transactions on Intelligent Vehicles, 9(1):2304– 2317, 2023

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.630334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.848773Z digest=sha256:70f0d0eb271c8ab9235f161a1df90345acf44ddfdc5d4a3dfcb4ba85fa76d5db

Observation 6026cfbb-6e86-4a4d-a006-1e3ed89810c7 · outbound

This paper cites Adamv- moe: Adaptive multi-task vision mixture-of-experts.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Adamv- moe: Adaptive multi-task vision mixture-of-experts

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.618474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.852672Z digest=sha256:92347d418e4e33d3bb4a6ec28066416e15b5d2702fe2727903b579f638e46f1d

Observation 49c28fdc-2920-4b75-9e11-6ad535ba9ee0 · outbound

This paper cites Multi-task learning for real-time autonomous driving leveraging task-adaptive attention generator.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Multi-task learning for real-time autonomous driving leveraging task-adaptive attention generator

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.608085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.856446Z digest=sha256:b983af7ff45d7c60ab46e5a61195592fa618e825be2a459f6897e1e29240f134

Observation d573c2ac-70ec-4d06-945a-a8824cbee71b · outbound

This paper cites Multinet: Multi-modal multi-task learning for autonomous driving.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Multinet: Multi-modal multi-task learning for autonomous driving

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.597260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.860752Z digest=sha256:48b29217dfea59bfc875b92cd770bb18c8ee1a86b38de3a3bb4ae50560910666

Observation 6f0e54e3-a265-4f38-a1d3-22722a6faf4b · outbound

This paper cites Textnerf: A novel scene-text image synthesis method based on neural radiance fields.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Textnerf: A novel scene-text image synthesis method based on neural radiance fields

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.586558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.864685Z digest=sha256:0015b4ca9e9212a64a05ce1fb89175db15071232897d0427c409eae46715c6ef

Observation fe9f37f4-5af5-4e82-9ef4-bedf4472e872 · outbound

This paper cites Slowfast networks for video recognition.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Slowfast networks for video recognition

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T23:27:18.868268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:27:18.868268Z digest=sha256:ad2454de342bfdb55bae5ae223537861183b3735d26b8480da1832d89b792273

Observation 4625c13e-8e3e-43e5-ba6f-f50e61c13cee · outbound

This paper cites A segmentation method based on boundary fracture correction for froth scale measurement.Applied Intelligence, pages 1–22, 2024.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving A segmentation method based on boundary fracture correction for froth scale measurement.Applied Intelligence, pages 1–22, 2024

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.570366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.872794Z digest=sha256:174960d95bf5f928240e76f36546d5f529bf4df741bd4b0bcd0923961bb33886

Observation b9d7e0ae-0ac9-4909-acad-3ecefc2f1d9a · outbound

This paper cites Enhanced multi-task learning and knowledge graph-based recommender system.IEEE Transactions on Knowledge and Data Engineering, 35(10):10281–10294, 2023.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Enhanced multi-task learning and knowledge graph-based recommender system.IEEE Transactions on Knowledge and Data Engineering, 35(10):10281–10294, 2023

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.560591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.877138Z digest=sha256:923e16d0b6cd9651f439719ac5e2c70c8f5e6d70941e63b48188d27390b80f23

Observation f5b23f4a-63f2-4cb1-9813-c376df04e71a · outbound

This paper cites Sifdrivenet: Speed and image fusion for driving behavior classification network.IEEE Transactions on Computational Social Systems, 2023.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Sifdrivenet: Speed and image fusion for driving behavior classification network.IEEE Transactions on Computational Social Systems, 2023

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.550003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.880943Z digest=sha256:d3b0e05a243fa50cf90fea63e7c5aa8da70af8270f57136fb631c8f3d44b77d0

Observation 2c33b7cc-cc81-4289-a8c1-fb2c11966f83 · outbound

This paper cites Multi-modal Fusion Technology based on Vehicle Information: A Survey.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Multi-modal Fusion Technology based on Vehicle Information: A Survey

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:27:19.133443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.885159Z digest=sha256:4d4e67b60da29683af7f3a003bc823b3970daef633402b04a00eb958152c9f31

Observation 4110d5a4-ad78-492e-8f83-2ec9b1caca74 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T23:27:18.889356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:27:18.889356Z digest=sha256:804b160d77be3e1759d72e0bac06694d3e5438542ec16627240f97d68bbcef7c

Observation 55c97156-e027-4e04-a89c-5cc72710cc44 · outbound

This paper cites Temporal information fusion network for driving behavior prediction.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Temporal information fusion network for driving behavior prediction

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.538999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.893770Z digest=sha256:072d4cb6a9ef8ff3cd677acc516e0499eccaedc9a021ba2946dadaaed356dcf5

Observation 58ad4b9d-dcd2-45a4-8aff-6d78e8f31ede · outbound

This paper cites Cmt: Convolutional neural networks meet vision transformers.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Cmt: Convolutional neural networks meet vision transformers

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.529388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.897780Z digest=sha256:f83c6b46373f070a48932ae3df868905c012a191269e15bdc2131646018997c2

Observation 8402430b-cd82-45ba-9f02-2ba5676e5079 · outbound

This paper cites Coarse to fine-based image–point cloud fusion network for 3d object detection.Information Fusion, 112:102551, 2024.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Coarse to fine-based image–point cloud fusion network for 3d object detection.Information Fusion, 112:102551, 2024

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.519632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.902030Z digest=sha256:42017181f11568d00e1c71cae84c71149464fc96dc4d0f5bb1da341812e04f27

Observation b75e5e21-1c42-4805-9faf-6fe7760a25ad · outbound

This paper cites an unresolved cited work.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:27:19.509806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.906141Z digest=sha256:381fe8f0e144fe7130a1137b8004c92fe4f80e32d82ecadd672d5452d82d3e2a

Observation a5ba53a6-0884-4462-b4ca-a521b1428866 · outbound

This paper cites Deep residual learning for image recognition.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Deep residual learning for image recognition

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.500238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.909318Z digest=sha256:ed306e937dad177893e6e5489ff1ab356f5594715e92b4a44ab6c94456b277d2

Observation 468a31e3-1519-4440-b8e4-49829d24011f · outbound

This paper cites MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T23:27:18.914148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:27:18.914148Z digest=sha256:7e8f492ce6fd5f23780102b4603b58073dc8797f6ef87dcd33a3d5473e826a5c

Observation 4ef882fc-9b7a-4c7f-9760-4e7dcc4ce81a · outbound

This paper cites Mfe-ssnet: Multi-modal fusion-based end-to-end steering angle and vehicle speed prediction network.Automotive Innovation, pages 1–14, 2024.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Mfe-ssnet: Multi-modal fusion-based end-to-end steering angle and vehicle speed prediction network.Automotive Innovation, pages 1–14, 2024

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.489525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.918447Z digest=sha256:70ab294cf9a1d9ed772e0626bae77ba2fd68e72cf71d332dd74c0021a8d1a487

Observation dd1d4638-8693-465d-a993-b8c5adb42370 · outbound

This paper cites Multi-task learning with attention for end-to-end autonomous driving.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Multi-task learning with attention for end-to-end autonomous driving

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.478963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.922487Z digest=sha256:4ec347cb5e78776c0255d6d9706e139f1bf23f2e2c3c93ffa226de6abfe9e67a

Observation 52dbb8ef-bac8-4977-9224-7662b009ccb1 · outbound

This paper cites Knowledge distillation for multi- task learning.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Knowledge distillation for multi- task learning

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.469365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.926441Z digest=sha256:599e77b1289acd9b44666915e9627ae33571daad7ab154aeba2f6dd767f8d1f1

Observation c0295880-c0fb-4a93-90ec-70dd990a3560 · outbound

This paper cites MIPD: A Multi-sensory Interactive Perception Dataset for Embodied Intelligent Driving.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving MIPD: A Multi-sensory Interactive Perception Dataset for Embodied Intelligent Driving

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:27:19.094604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.930805Z digest=sha256:ef26cd54ba339ff2b9d0c0caae4e0d67c7872ccbba84ccd1d669be8d051b7973

Observation 69a4b609-30f5-4c14-b874-d9116df4191b · outbound

This paper cites Loss-balanced task weighting to reduce negative transfer in multi-task learning.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Loss-balanced task weighting to reduce negative transfer in multi-task learning

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.457726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.933979Z digest=sha256:4d32fd2112315cb01a9a6b6b015f49fd8845ce215ca1c9341433bc9dba288f7e

Observation b804a469-16f6-469f-bef9-0d9fa4aa5239 · outbound

This paper cites Glmdrivenet: Global–local multimodal fusion driving behavior classification network.Engineering Applications of Artificial Intelligence, 129:107575, 2024.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Glmdrivenet: Global–local multimodal fusion driving behavior classification network.Engineering Applications of Artificial Intelligence, 129:107575, 2024

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.447426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.937634Z digest=sha256:2152688f9e35a1ef9a46cd467fe09f468a0f192454f49701c1ba61e9cdc0bbe9

Observation d04b18f3-e0ea-4f0d-b084-7c424e694e1c · outbound

This paper cites Fmdnet: Feature-attention- embedding-based multimodal-fusion driving-behavior-classification network.IEEE Transactions on Computational Social Systems, 2024.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Fmdnet: Feature-attention- embedding-based multimodal-fusion driving-behavior-classification network.IEEE Transactions on Computational Social Systems, 2024

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.437395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.941860Z digest=sha256:3198d4f491f98b30ce7d269aff1087cbb8d0650dc4c355f031327e986bccdb72

Observation 4f4c7cb0-34d9-450f-af73-3963299e8cdf · outbound

This paper cites Umd-net: A unified multi-task assistive driving network based on multimodal fusion.IEEE Transactions on Intelligent Transportation Systems, 2025.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Umd-net: A unified multi-task assistive driving network based on multimodal fusion.IEEE Transactions on Intelligent Transportation Systems, 2025

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.426005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.945325Z digest=sha256:caac686cb0d4f4992f4b3bf9336caa7a5c15ccc3eaf0e6b5dfc170384e886aca

Observation ed3a9f7f-c88e-4c60-a6a3-848542e53f4c · outbound

This paper cites Mmtl-uniad: A unified framework for multimodal and multi-task learning in assistive driving perception.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Mmtl-uniad: A unified framework for multimodal and multi-task learning in assistive driving perception

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.415607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.949434Z digest=sha256:59f55a29fee22a15d1fda2e0de87cced02f2587124dac95fb2cf8b69db87c2fd

Observation 3964b80a-40e3-42bf-a7c0-71b6bc26367c · outbound

This paper cites Video swin transformer.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Video swin transformer

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.404442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.953557Z digest=sha256:aa1140724e617d4d4506f84da615a04b383a220ffc5c6a7d163fb8532dcbe5bf

Observation 258e22f3-45f8-4907-a6d8-a6b6237716ac · outbound

This paper cites Epnet++: Cascade bi-directional fusion for multi-modal 3d object detection.IEEE transactions on pattern analysis and machine intelligence, 45(7):8324–8341, 2022.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Epnet++: Cascade bi-directional fusion for multi-modal 3d object detection.IEEE transactions on pattern analysis and machine intelligence, 45(7):8324–8341, 2022

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.393465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.956766Z digest=sha256:6f02bdad6c996b662504dc186017a5980e9920172af7085022c797354e862dc8

Observation 49f078e0-4fe4-4d95-8feb-938d324e45f2 · outbound

This paper cites Modeling task relationships in multi-task learning with multi- gate mixture-of-experts.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Modeling task relationships in multi-task learning with multi- gate mixture-of-experts

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.382930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.961197Z digest=sha256:a2613b7e888f1023a5ab54eab23661aeede4460ef4c73d6adc67e62dd0b2dd63

Observation 5670143f-0e46-4072-bd49-ee643e3462a3 · outbound

This paper cites Shuf- flenet v2: Practical guidelines for efficient cnn architecture design.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Shuf- flenet v2: Practical guidelines for efficient cnn architecture design

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.373113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.965863Z digest=sha256:0e92650acd428395ece67ecdf8a5ce4b780b97f8d20cdb68dcad4b6f17c0adeb

Observation bead86a8-0730-4672-a6b0-7d5caee3ac73 · outbound

This paper cites Drive&act: A multi-modal dataset for fine-grained driver behavior recognition in autonomous vehicles.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Drive&act: A multi-modal dataset for fine-grained driver behavior recognition in autonomous vehicles

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.361892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.970057Z digest=sha256:ebf8003fb903cbf76fcf55171a84820d006e14ca0892a1225ebd33dcf1cbaaab

Observation 214b3131-abf0-45cb-91ef-16dd3be99c88 · outbound

This paper cites Driver emotion recognition with a hybrid attentional multimodal fusion framework.IEEE Transactions on Affective Computing, 14(4):2970–2981, 2023.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Driver emotion recognition with a hybrid attentional multimodal fusion framework.IEEE Transactions on Affective Computing, 14(4):2970–2981, 2023

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.351503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.973898Z digest=sha256:d35a5e09d5b2ebbbaaa0dde70a97e4b5e1065702561ccb1dccbd54a5ad24b263

Observation eff0de64-eaaa-4261-8c20-42d30b02628a · outbound

This paper cites Dlt-net: Joint detection of drivable areas, lane lines, and traffic objects.IEEE Transactions on Intelligent Transportation Systems, 21(11):4670–4679, 2019.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Dlt-net: Joint detection of drivable areas, lane lines, and traffic objects.IEEE Transactions on Intelligent Transportation Systems, 21(11):4670–4679, 2019

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.340168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.977275Z digest=sha256:16924e51e60f8c9edd3ea40e72e76eb47c262c8ba348b77c5f9dc3241d03f1d9

Observation dee41861-1b30-4e7c-b0ff-4ff6d973eeea · outbound

This paper cites Mobilenetv2: Inverted residuals and linear bottlenecks.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Mobilenetv2: Inverted residuals and linear bottlenecks

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.329088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.981317Z digest=sha256:3cb1161139e2c6bf7f59b4b8bd78f6dafc34d80472eef830a975d0ea0fe4bf81

Observation aa88f1dc-bab4-4bd4-b884-f4d1b660333b · outbound

This paper cites Bssnet: A real-time semantic segmentation network for road scenes inspired from autoencoder.IEEE Transactions on Circuits and Systems for Video Technology, 2023.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Bssnet: A real-time semantic segmentation network for road scenes inspired from autoencoder.IEEE Transactions on Circuits and Systems for Video Technology, 2023

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.319014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.985314Z digest=sha256:808d33c72ca413e81ecf2bf02f229610ce23f883d8b956c27b3893686adc95aa

Observation 1a99b879-7d96-44dc-b332-6b7e111419f6 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T23:27:18.989382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:27:18.989382Z digest=sha256:75b3a81bdd50f63ca74d5ad3efcbb322496dee0aa5cf7bf2ddffa562b780aba1

Observation ab9f9cc9-2391-4a4b-948d-82d17737bc73 · outbound

This paper cites Graph-based target association for multi-drone collaborative perception under imperfect detection conditions.Drones, 9(4):300, 2025.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Graph-based target association for multi-drone collaborative perception under imperfect detection conditions.Drones, 9(4):300, 2025

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.308483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.992761Z digest=sha256:0cf699637f0206c556bc0815592c87cf70b6cb9c9d1c2f927349e7e136816beb

Observation 2e8e07c1-c4cb-43f8-bd0b-c1d082a5dfac · outbound

This paper cites Learning spatiotemporal features with 3d convo- lutional networks.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Learning spatiotemporal features with 3d convo- lutional networks

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.297852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:18.996768Z digest=sha256:71ded378b1f8ee29a2963e608b5947b4a6898e5442c1624c67c5908d4db01d17

Observation 47dc9a5c-de64-473a-bef8-b3de112f866c · outbound

This paper cites Attention is all you need.Advances in Neural Information Processing Systems (NIPS), 30, 2017.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Attention is all you need.Advances in Neural Information Processing Systems (NIPS), 30, 2017

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.286812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:19.001142Z digest=sha256:cbb977a94b68fa03e64f723ccd1344fe424d3d9d5731a077dd5da511063c9752

Observation 9684da48-9b05-4c2d-9e72-20e5afd9db71 · outbound

This paper cites Openoc- cupancy: A large scale benchmark for surrounding semantic occupancy perception.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Openoc- cupancy: A large scale benchmark for surrounding semantic occupancy perception

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.276047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:19.004450Z digest=sha256:8e30b2776d0e0e1c7892a6ba406ee89e12a325e981cbf08723af20f59cece6e2

Observation 64e438b1-baf6-4b09-82cb-5b6fa2839b9f · outbound

This paper cites Path planning for air- ground robot considering modal switching point optimization.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Path planning for air- ground robot considering modal switching point optimization

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.265995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:19.007767Z digest=sha256:c5229eaa2c90c4d90a8179fcbff77bc4876df52209129ed7e4d234a8efb09f35

Observation 8f2de7a9-1e12-48a9-a853-324543d757e8 · outbound

This paper cites Yolop: You only look once for panoptic driving perception.Machine Intelligence Research, 19(6):550–562, 2022.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Yolop: You only look once for panoptic driving perception.Machine Intelligence Research, 19(6):550–562, 2022

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.253799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:19.011799Z digest=sha256:01154a58887260657fab893b26cbe14df628cb504a943b966745c1fe3720f4a3

Observation f00fb121-9ffc-4a47-8263-e92394ecb5b1 · outbound

This paper cites an unresolved cited work.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:27:19.241518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:19.015860Z digest=sha256:283d9c76ce483f3749512048c6b654b834a9da990f7c9b40b0e5d4e3b9ef22ab

Observation c44ba4da-fba0-4ce4-a4af-7b13c5706880 · outbound

This paper cites Fusionpainting: Multimodal fusion with adaptive attention for 3d object detection.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Fusionpainting: Multimodal fusion with adaptive attention for 3d object detection

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.230830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:19.019162Z digest=sha256:e31f70a6d3a4c4f57560af8620c94de9825c5bc0897c71be41bcda9dbe8e3124

Observation f0b24df5-6861-49b6-847d-9a14c7db0c61 · outbound

This paper cites Cross-task knowledge distillation in multi-task recommendation.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Cross-task knowledge distillation in multi-task recommendation

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.218595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:19.023260Z digest=sha256:20f50c7d8d54807be075dbfd4df30daf608a90ae909def02143f56a0ebfabec8

Observation 29f720e0-5599-4780-ade8-6de360bc74ef · outbound

This paper cites Aide: A vision-driven multi-view, multi-modal, multi-tasking dataset for assistive driving perception.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Aide: A vision-driven multi-view, multi-modal, multi-tasking dataset for assistive driving perception

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.205789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:19.027563Z digest=sha256:2c4025b850904405e9c21814a2e22b358f6fe639541f808222fb7f070a11b3f0

Observation bc5dc3c2-e89e-4520-8361-7b3534dbea95 · outbound

This paper cites Yolopx: Anchor-free multi-task learning network for panoptic driving perception.Pattern Recognition, 148:110152, 2024.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Yolopx: Anchor-free multi-task learning network for panoptic driving perception.Pattern Recognition, 148:110152, 2024

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.192452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:19.032074Z digest=sha256:1ef79ce1a3799c53b64c5bed14c118bacc7e322f82154a273bc4de52260bdac3

Observation 0b28fd5c-d94e-47dc-a25a-af4d90f72b0f · outbound

This paper cites Shuf- flenet: An extremely efficient convolutional neural network for mobile devices.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Shuf- flenet: An extremely efficient convolutional neural network for mobile devices

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.180034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:19.036449Z digest=sha256:405e55124d60fb63579b868c4384e3a6bae5c8559792b63a821c3f0f82f0be6c

Observation 623ea985-1914-4cfb-8789-d834d3d334f9 · outbound

This paper cites Oblique convolution: A novel convolution idea for redefining lane detection.IEEE Transactions on Intelligent Vehicles, 2023.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Oblique convolution: A novel convolution idea for redefining lane detection.IEEE Transactions on Intelligent Vehicles, 2023

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.169438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:19.040695Z digest=sha256:ef0bb1246e3249e09af650ccbb35d0ea8735a83b12b02654a1a6ba32419547a6

Observation b23827f7-8454-4c1f-92d7-66c79068831f · outbound

This paper cites Driving behavior prediction considering cognitive prior and driving context.IEEE Transactions on Intelligent Trans- portation Systems, 22(5):2669–2678, 2020.

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving Driving behavior prediction considering cognitive prior and driving context.IEEE Transactions on Intelligent Trans- portation Systems, 22(5):2669–2678, 2020

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:27:19.157763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:27:19.044064Z digest=sha256:462811f0880b4b854efdce032965e772d74d655cff49d0dbb1e23b5edd1a4134

Pith citing papers

No inbound Pith citation observations are available.