Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training | Paper Citation Record

Observation 4d809b86-23ad-4ca8-96cf-3e927d3e13e5 · outbound

This paper cites Multitask learning.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Multitask learning

Reference 1

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Observation 4d5d76a1-a6a1-4ef2-b970-a2e4ca64bff3 · outbound

This paper cites Improved test-time adaptation for domain generalization.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Improved test-time adaptation for domain generalization

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:05.806123Z

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Observation 3e00d09e-6d2e-4524-8540-a2f3f82430d7 · outbound

This paper cites A multi-task mean teacher for semi-supervised shadow detection.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training A multi-task mean teacher for semi-supervised shadow detection

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:05.547384Z

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Observation a025f0ae-6b06-4e1e-8c57-2138bb1690dd · outbound

This paper cites Mod-squad: Designing mixtures of experts as modular multi- task learners.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Mod-squad: Designing mixtures of experts as modular multi- task learners

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:05.282018Z

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Observation a157235e-d011-4c11-b4fe-99fdc39ffff7 · outbound

This paper cites Test-time linear out-of-distribution detection.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Test-time linear out-of-distribution detection

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:05.017906Z

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Observation e733ed35-600f-4431-bc74-118f62ed4910 · outbound

This paper cites M3vit: Mixture-of-experts vision transformer for efficient multi-task learning with model-accelerator co-design.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training M3vit: Mixture-of-experts vision transformer for efficient multi-task learning with model-accelerator co-design

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:04.735474Z

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Observation e4529ca4-56e7-4341-a0eb-68c5d420313a · outbound

This paper cites Test-time training with masked autoencoders.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Test-time training with masked autoencoders

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:04.422591Z

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Observation eed839d8-68d0-454f-896d-130a474bfd8d · outbound

This paper cites Clust3: Information invariant test-time training.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Clust3: Information invariant test-time training

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:04.263246Z

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Observation f8a00dec-d8aa-4566-b177-6b99a7e9e18b · outbound

This paper cites Deep residual learning for image recognition.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Deep residual learning for image recognition

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:04.100815Z

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Observation e1c25ca2-22b5-4734-aaa6-88792fd47db2 · outbound

This paper cites Masked autoencoders are scalable vision learners.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Masked autoencoders are scalable vision learners

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:03.903284Z

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Observation f0f9bc0a-3d9e-46ee-8521-0f549882a828 · outbound

This paper cites Denoising diffu- sion probabilistic models.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Denoising diffu- sion probabilistic models

Reference 11

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Observation 89de2d08-287f-445f-8194-b1c33ae22cde · outbound

This paper cites Partly supervised multi-task learning.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Partly supervised multi-task learning

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:03.598281Z

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Observation 6874202d-c0a8-42d1-a80f-75bd2b5adffa · outbound

This paper cites Going beyond multi-task dense prediction with synergy em- bedding models.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Going beyond multi-task dense prediction with synergy em- bedding models

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:03.360688Z

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Observation d665af6e-1789-46a0-ab70-d3bc502c848f · outbound

This paper cites Semi- supervised multi-task learning with chest x-ray images.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Semi- supervised multi-task learning with chest x-ray images

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:03.164849Z

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Observation 3f941bd1-fc0b-4cc5-a26a-c6e5120a1248 · outbound

This paper cites Test-time classifier adjustment module for model-agnostic domain generalization.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Test-time classifier adjustment module for model-agnostic domain generalization

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:02.942547Z

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Observation c097d0f6-af2c-4708-b85a-70d8fe4109a6 · outbound

This paper cites Quantifying task priority for multi-task optimization.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Quantifying task priority for multi-task optimization

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:02.709381Z

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Observation 3075e45e-c733-40d9-ac80-c7c50a09bea1 · outbound

This paper cites Selective Task Group Updates for Multi-Task Optimization.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Selective Task Group Updates for Multi-Task Optimization

Reference 17

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Observation 778a0aab-3a31-4e46-960c-4eb1f7d98be3 · outbound

This paper cites Multi-task learning using uncertainty to weigh losses for scene geometry and semantics.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Multi-task learning using uncertainty to weigh losses for scene geometry and semantics

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:02.462438Z

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Observation 9222bc28-587c-4919-9ca1-fe4dc3682620 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Adam: A Method for Stochastic Optimization

Reference 19

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Observation 304d602c-b3a9-48f1-9529-68fd2d966290 · outbound

This paper cites Multi-task semi-supervised ad- versarial autoencoding for speech emotion recognition.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Multi-task semi-supervised ad- versarial autoencoding for speech emotion recognition

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:02.235716Z

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Observation a99bf84a-20e1-4d62-bd11-a5a7558757f5 · outbound

This paper cites BECoTTA: Input-dependent Online Blending of Experts for Continual Test-time Adaptation.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training BECoTTA: Input-dependent Online Blending of Experts for Continual Test-time Adaptation

Reference 21

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Observation 7770544d-1836-40bb-8e7b-280a0437bf69 · outbound

This paper cites Learning multiple dense prediction tasks from partially annotated data.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Learning multiple dense prediction tasks from partially annotated data

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:01.926592Z

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Observation 826c7b5a-3cce-43ae-b793-38249e3e0b89 · outbound

This paper cites On the robustness of open-world test-time training: Self-training with dynamic prototype expansion.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training On the robustness of open-world test-time training: Self-training with dynamic prototype expansion

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:01.677274Z

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Observation d42e82a9-91d1-44e4-adf7-ecb5e178061c · outbound

This paper cites A comprehensive survey on test-time adaptation under distribution shifts.International Journal of Computer Vision, pages 1–34, 2024.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training A comprehensive survey on test-time adaptation under distribution shifts.International Journal of Computer Vision, pages 1–34, 2024

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:01.475982Z

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Observation 5183ec9a-84a7-486f-96a9-4c757ec64ebb · outbound

This paper cites Auxiliary Tasks in Multi-task Learning.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Auxiliary Tasks in Multi-task Learning

Reference 25

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Observation 14e10777-bb40-420d-9c43-27b7ec55ef4e · outbound

This paper cites Conflict-averse gradient descent for multi-task learn- ing.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Conflict-averse gradient descent for multi-task learn- ing

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:01.119470Z

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Observation 15f052a7-a392-4197-8423-31f69e4cbad7 · outbound

This paper cites Famo: Fast adaptive multitask optimization.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Famo: Fast adaptive multitask optimization

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:00.780772Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ed625a85-0e28-4eba-8c27-c37ce8798f33 · outbound

This paper cites Semi- supervised multitask learning.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Semi- supervised multitask learning

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:00.498096Z

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Observation deae54bf-9e96-4140-9678-42f3844d3923 · outbound

This paper cites Ttt++: When does self-supervised test-time training fail or thrive? Advances in Neural Information Processing Systems , 34: 21808–21820, 2021.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Ttt++: When does self-supervised test-time training fail or thrive? Advances in Neural Information Processing Systems , 34: 21808–21820, 2021

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:39:00.145440Z

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Observation 4c91f353-7c2f-4455-9c8d-139a30e8b394 · outbound

This paper cites Taskology: Utilizing task relations at scale.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Taskology: Utilizing task relations at scale

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:59.851370Z

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Observation fb4b0d2b-5c9a-405f-9cc7-1cb373f0eaf0 · outbound

This paper cites Attentive single-tasking of multiple tasks.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Attentive single-tasking of multiple tasks

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:59.597463Z

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Observation b12dca5c-d443-4d6e-bd8b-bfb0e555343a · outbound

This paper cites Act- mad: Activation matching to align distributions for test- time-training.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Act- mad: Activation matching to align distributions for test- time-training

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:59.285656Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e6271da4-f5f3-4317-b92c-2971ff4dfc82 · outbound

This paper cites The role of context for object detection and semantic segmentation in the wild.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training The role of context for object detection and semantic segmentation in the wild

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:59.055880Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d7d73363-7163-40f6-9adc-0ebd087f9e58 · outbound

This paper cites Multimodal contrastive learning with limoe: the language-image mixture of experts.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Multimodal contrastive learning with limoe: the language-image mixture of experts

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:58.834591Z

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Observation 8e7df026-1ebd-4a3a-b7dd-49624783a986 · outbound

This paper cites Multi-Task Learning as a Bargaining Game.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Multi-Task Learning as a Bargaining Game

Reference 35

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Observation 0315b9cc-65ad-4efa-9732-837cc9daf306 · outbound

This paper cites Tipi: Test time adaptation with transformation invariance.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Tipi: Test time adaptation with transformation invariance

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:58.576053Z

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Observation 643cac10-e895-4ca1-80a6-61cb692e4cd9 · outbound

This paper cites Joint-task regularization for partially labeled multi-task learn- ing.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Joint-task regularization for partially labeled multi-task learn- ing

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:58.309676Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4e8dd03e-a4cc-4323-8069-d785c1f03b83 · outbound

This paper cites Tttflow: Unsupervised test-time training with normalizing flow.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Tttflow: Unsupervised test-time training with normalizing flow

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:58.070791Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a90a0da1-5d84-4d2c-a269-8562b5aa75bf · outbound

This paper cites Nc-ttt: A noise constrastive approach for test-time training.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Nc-ttt: A noise constrastive approach for test-time training

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:57.848115Z

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Observation b3a2ab66-991b-46cc-b341-aac9ee888055 · outbound

This paper cites Variational inference with normalizing flows.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Variational inference with normalizing flows

Reference 40

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Observation f7b77feb-d474-48c9-8111-e7b6762ba1a7 · outbound

This paper cites Scaling vision with sparse mix- ture of experts.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Scaling vision with sparse mix- ture of experts

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:57.344215Z

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Observation 1e48d4f8-00d6-41e6-9ce7-31e20582caf2 · outbound

This paper cites Learning to relate depth and semantics for unsuper- vised domain adaptation.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Learning to relate depth and semantics for unsuper- vised domain adaptation

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:57.181549Z

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Observation 94610698-cbfd-46b6-a075-9e27455edafa · outbound

This paper cites Independent component alignment for multi- task learning.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Independent component alignment for multi- task learning

Reference 43

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Observation ad582142-bd44-40a2-8360-f56ecc0b5d2e · outbound

This paper cites Indoor segmentation and support inference from rgbd images.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Indoor segmentation and support inference from rgbd images

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:56.737412Z

Source-reported events for the cited work

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Observation a6aa6ffd-9182-4457-a1b4-1fa7fce8df93 · outbound

This paper cites Revisiting realistic test-time training: Sequential inference and adaptation by anchored clustering.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Revisiting realistic test-time training: Sequential inference and adaptation by anchored clustering

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:56.558005Z

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Observation db359802-c197-4bf6-9532-cfa503958dd6 · outbound

This paper cites Test-time training with self- supervision for generalization under distribution shifts.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Test-time training with self- supervision for generalization under distribution shifts

Reference 46

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Observation f61acebb-72d5-4905-b21a-7551c412dcf1 · outbound

This paper cites Mti-net: Multi-scale task interaction networks for multi-task learning.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Mti-net: Multi-scale task interaction networks for multi-task learning

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:56.214106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 65b903fd-134b-47ad-b720-c52591d95c9c · outbound

This paper cites On the road to online adaptation for semantic image segmentation.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training On the road to online adaptation for semantic image segmentation

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:55.989299Z

Source-reported events for the cited work

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Observation 83f5b8c5-11d3-4563-ad52-e7eaaf710d15 · outbound

This paper cites Tent: Fully Test-time Adaptation by Entropy Minimization.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Tent: Fully Test-time Adaptation by Entropy Minimization

Reference 49

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This paper cites Semi-supervised multi- task learning with task regularizations.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Semi-supervised multi- task learning with task regularizations

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:55.826845Z

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Observation 084e40ec-c9b8-4ea1-a276-5a521b851cc9 · outbound

This paper cites Continual test-time domain adaptation.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Continual test-time domain adaptation

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T18:38:52.444030Z

Source-reported events for the cited work

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Observation a220e8e5-a3b7-442b-9d5e-959cc361a244 · outbound

This paper cites Semi-supervised multi- task learning for semantics and depth.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Semi-supervised multi- task learning for semantics and depth

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:55.688655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 56b7fcbd-6905-4cf7-9fcb-6c71440b5497 · outbound

This paper cites Multi-task dense prediction via mixture of low-rank experts.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Multi-task dense prediction via mixture of low-rank experts

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:55.570315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a3c7fadd-44fe-49b4-98bf-1b4296872c58 · outbound

This paper cites Inverted pyramid multi-task trans- former for dense scene understanding.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Inverted pyramid multi-task trans- former for dense scene understanding

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:55.395385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation aa4006ad-b9fe-4a1e-8ca4-8f58b451c164 · outbound

This paper cites Taskprompter: Spatial-channel multi-task prompting for dense scene understanding.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Taskprompter: Spatial-channel multi-task prompting for dense scene understanding

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:55.186004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4e1c9ab8-d3cf-4f32-8657-174b09302f18 · outbound

This paper cites Diffusionmtl: Learning multi- task denoising diffusion model from partially annotated data.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Diffusionmtl: Learning multi- task denoising diffusion model from partially annotated data

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:54.963385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e1388c77-53c7-4df2-a26b-7633909f5f0d · outbound

This paper cites Gradient surgery for multi- task learning.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Gradient surgery for multi- task learning

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:54.691087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 18daf638-03d2-4c67-a571-bf861cd3de07 · outbound

This paper cites Taskonomy: Disentangling task transfer learning.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Taskonomy: Disentangling task transfer learning

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:54.484645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ee04124e-957d-417c-9ad9-5795903735b9 · outbound

This paper cites Robust learning through cross-task consistency.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Robust learning through cross-task consistency

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:54.335275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a8d25633-0444-4462-b94a-7e374b6b9b07 · outbound

This paper cites Generaliz- able model-agnostic semantic segmentation via target-specific normalization.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Generaliz- able model-agnostic semantic segmentation via target-specific normalization

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:54.181724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 89e829d2-9a93-4075-bffb-9877a06fc1a7 · outbound

This paper cites Mixture of Attention Heads: Selecting Attention Heads Per Token.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Mixture of Attention Heads: Selecting Attention Heads Per Token

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T18:38:53.389688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9f007e1-71a4-4ecc-a393-9c2b73f5b9ff · outbound

This paper cites Semi-supervised multi-task regression.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Semi-supervised multi-task regression

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:54.037645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 58e56b00-6649-425f-b8ea-7809510308bf · outbound

This paper cites Pattern-affinitive propagation across depth, surface normal and semantic segmentation.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training Pattern-affinitive propagation across depth, surface normal and semantic segmentation

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:53.866448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d76c0b2a-b596-448b-a865-58978822dd3e · outbound

This paper cites 1, 2, 5, 6, 13, 14.

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training 1, 2, 5, 6, 13, 14

Reference 9248

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:38:56.403603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Outbound references

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