Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T20:38:35.212457Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 87 of 87 outbound references and 0 inbound Pith citation observations for arXiv:2501.07806.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T20:38:35.212457Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
87 of 87 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4936db02-db7e-4400-99cb-1381efe255fb · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Frequency-tuned salient region detection
Reference 1
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Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Is space-time attention all you need for video under- standing?
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Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation The 2019 DAVIS Challenge on VOS: Unsupervised Multi-Object Segmentation
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Observation 17975af0-2c7f-498b-a87b-b827bb0ee6d5 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Re- thinking space-time networks with improved memory coverage for efficient video object segmentation
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Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Structure- measure: A new way to evaluate foreground maps
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Observation 1f8a8830-f108-401a-9f83-3ae0543a577b · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Dual Prototype Attention for Unsupervised Video Object Segmentation
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Observation 710b5785-6dc3-45c8-8e9e-6de38856a999 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Treating motion as option to re- duce motion dependency in unsupervised video object segmentation
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Observation f800cf29-a992-4a43-937d-1019fb9b93c3 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation High-performance long-term track- ing with meta-updater
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Observation e7f3090b-e6e7-416c-a868-3cfdba32ab48 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation FEANet: Feature-enhanced attention network for RGB-thermal real-time semantic segmen- tation
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Observation b97ce868-7562-4cd0-a456-f7301508e37e · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Scaling up your kernels to 31x31: Revisiting large kernel design in cnns
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Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation An image is worth 16x16 words: Transformers for image recognition at scale
Reference 11
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Observation 43e90e70-9a6d-4845-8e25-eef66fcfc11e · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Enhanced-alignment Measure for Binary Foreground Map Evaluation
Reference 12
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Observation fadede68-99d2-4106-82b6-04ab5d2d3c39 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Shifting more attention to video salient object detection
Reference 13
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Observation e7de4dfc-60a5-42bb-88b5-905687b37846 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Multiscale vision transformers
Reference 14
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Observation ff4d3410-845f-4f21-96ad-3697463e80c7 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Pyramid constrained self-attention network for fast video salient object detection
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Observation 72c69888-3fc4-42c1-9198-f96f916e0b17 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Cmt: Convolutional neural net- works meet vision transformers
Reference 16
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Observation 9d39a87a-8efb-4a8e-80eb-9d50101fd38b · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Benchmarking neural network robustness to common corruptions and perturbations
Reference 17
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Observation 17203413-b0de-49f4-8f5f-9d93d979c613 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Squeeze-and- excitation networks
Reference 18
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Observation 77c4df42-b5d7-428b-8af9-016f07a4ee73 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Goal-oriented Autonomous Driving
Reference 19
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Observation da8c8392-699a-4800-89d4-cb03c857e742 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Unsupervised video object segmentation us- ing motion saliency-guided spatio-temporal propaga- tion
Reference 20
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Observation 407d281d-3b0b-4c5e-b330-00e06f95a774 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Video instance segmentation us- ing inter-frame communication transformers
Reference 21
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Observation 603c7202-235a-4967-af39-09464c1ec448 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Full-duplex strategy for video ob- ject segmentation
Reference 22
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Observation 60563b67-5eff-404a-b560-644ea81fb3f4 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation CASNet: A cross-attention siamese net- work for video salient object detection
Reference 23
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Observation e9912cb4-2f20-479a-bbb9-a5893911acca · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Efficient in- ference in fully connected crfs with gaussian edge po- tentials
Reference 24
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Observation c262b5cc-dcf6-4841-8181-bd4e32664a0a · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Guided Slot Attention for Unsu- pervised Video Object Segmentation
Reference 25
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Observation 2beb1650-e46b-4c5a-a1eb-a93ea5359025 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Unsupervised Video Object Seg- mentation via Prototype Memory Network
Reference 26
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Observation 4a5abd55-2a3c-4648-aaaf-21423b105f85 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Tsanet: Temporal and Scale Alignment for Unsupervised Video Object Segmenta- tion
Reference 27
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Observation 996849d3-31d4-4d89-a6cb-85d490b76486 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Itera- tively selecting an easy reference frame makes unsu- pervised video object segmentation easier
Reference 28
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Observation 154e25ad-4583-4123-a498-0693ec56e8e8 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Video segmentation by tracking many figure-ground segments
Reference 29
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Observation 39349fe2-5273-4adb-b5c4-f35d917f06b5 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Self Supervised Progressive Network for High Performance Video Object Segmentation
Reference 30
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Observation b743baf2-7f69-4232-bcd8-2f071897ec8f · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Efficient long-short temporal attention network for unsupervised video object segmentation
Reference 31
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Observation 7bd2ac31-2891-454a-b052-980316d31a80 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Instance embedding transfer to un- supervised video object segmentation
Reference 32
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Observation bf8747d6-3ec8-47d9-9d15-9eb84d053b1c · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Video object segmentation with adaptive feature bank and uncertain-region refinement
Reference 33
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Observation 1b7e31d7-96ea-483c-ba22-57957dcc0f90 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation F2net: Learning to focus on the fore- ground for unsupervised video object segmentation
Reference 34
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Observation fe4597f4-caeb-4483-94c4-d607ff5a5d2b · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
Reference 35
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Observation a28c433d-83d5-455c-997a-bb3fba06535d · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Learning Complementary Spatial- Temporal Transformer for Video Salient Object Detec- tion
Reference 36
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Observation 1c70f6b8-4ee0-4ffa-918f-a645beee2ca2 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation A survey of visual transformers
Reference 37
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Observation 0e6ba557-0337-4ce7-b1f3-40a70053369a · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Swin transformer: Hierarchical vision transformer using shifted windows
Reference 38
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Observation 359a8cd0-f5d2-441a-beba-f256135761f7 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Video swin transformer
Reference 39
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Observation 5e1885c2-3124-48bc-903a-d6e10a8b6692 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation A convnet for the 2020s
Reference 40
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Observation fded7d71-a7e5-4485-b754-ce1ad941b224 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Fully convolutional networks for semantic segmenta- tion
Reference 41
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Observation bff73bb4-a9ab-4db6-b384-5da25a2efc4c · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Learning video object segmenta- tion from unlabeled videos
Reference 42
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Observation 49bb00de-52b9-4a3d-8580-349433adc0a8 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation See more, know more: Unsupervised video object segmentation with co-attention siamese networks
Reference 43
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Observation 77441ce2-705c-440c-9a1b-87001358f4be · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Mixed Precision Training
Reference 44
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Observation c6be2327-3130-4935-8c1f-1502dd765670 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Seg- mentation of moving objects by long term video analy- sis
Reference 45
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Observation 98b53120-b4b8-4f72-a2c1-15fd1e74db3c · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Fast object segmentation in unconstrained video
Reference 46
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Observation d9e178ab-5942-4fca-9229-11686eb15cfc · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Hierarchical feature alignment net- work for unsupervised video object segmentation
Reference 47
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Observation 4273481d-b1c0-45f1-941f-469d5db785b9 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Hierarchical Graph Pattern Under- standing for Zero-Shot Video Object Segmentation
Reference 48
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Observation fb63f21b-44bc-4e60-a2e0-9cd44b650b48 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation A benchmark dataset and evaluation methodology for video object segmentation
Reference 49
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Observation ea7f1df1-45a2-4f29-9959-1f27885d2d95 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Saliency filters: Contrast based filtering for salient region detection
Reference 50
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Observation 92d88812-16a3-4123-86e2-ad39626b03a4 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Learning object class detectors from weakly annotated video
Reference 51
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Observation 0403af32-fc35-4795-b02d-9182607a6b91 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Optical Flow augmented Semantic Segmentation networks for Automated Driving
Reference 52
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Observation 75afa75a-fc5f-41ca-a0c6-95162abec59a · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Reciprocal transformations for un- supervised video object segmentation
Reference 53
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Observation 7f4f3f41-0438-420f-b2bc-ab210fe93594 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Pyramid dilated deeper convl- stm for video salient object detection
Reference 54
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Observation 4f6e6c71-9b33-4b5d-9f6c-41401e008d5b · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Raft: Recurrent all-pairs field transforms for optical flow
Reference 55
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Observation cbe5f4ed-caaa-4dc5-a4a6-cafec6e1e8d6 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Learning video object segmentation with visual memory
Reference 56
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Observation 17201fc7-e1f2-4f06-b09e-141acc6916ba · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Attention is all you need
Reference 57
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Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation MASK-RL: Multiagent video object segmentation framework through reinforcement learning
Reference 58
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Observation 266f6f6c-c0dc-469c-a708-efec1e84ffaf · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Con- sistent video saliency using local gradient flow opti- mization and global refinement
Reference 59
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Observation c2c553f5-8180-4634-a069-1be65c6c0552 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Video salient object detection via fully convolutional net- works
Reference 60
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Observation 037d1a9e-7063-4712-83ad-6f1f4729a8c7 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Learning unsupervised video object segmentation through visual attention
Reference 61
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Observation a83ff2ab-e2a5-4768-98e7-d8b0d4376ee7 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Saliency-aware video object seg- mentation
Reference 62
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Observation 3ce571cf-dbd2-40e7-b3e0-95f06f97761f · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Salient object detection in the deep learning era: An in-depth survey
Reference 63
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Observation 39df4b88-a630-4881-b7b7-c892322f3db0 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Zero-shot video object segmenta- tion via attentive graph neural networks
Reference 64
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Observation e2b6eefb-0d96-41d3-8a59-feb2686e7238 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Pyramid vision transformer: A versatile backbone for dense prediction without convo- lutions
Reference 65
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Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Non-local neural networks
Reference 66
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Observation 2547a403-9abd-44ca-be75-0aa52601e11c · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Multimodal token fusion for vision transformers
Reference 67
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Observation c2fd896b-ec32-4c26-9329-6a219e3b7860 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation End-to-end video instance segmen- tation with transformers
Reference 68
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Observation a71c934c-9504-4c05-bd2f-eaf799cb59f6 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Youtube-vos: Sequence-to-sequence video object segmentation
Reference 69
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Observation 1a9213bd-48a2-4c97-9091-c170c7efa05b · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Video enhancement with task- oriented flow
Reference 70
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Observation af66fe3f-37cb-49f5-8aa9-44be8fa5756f · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Semi-supervised video salient object detection using pseudo-labels
Reference 71
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Observation 086a450e-6893-4d78-ac2f-c9dc20dd134d · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Learning motion-appearance co- attention for zero-shot video object segmentation
Reference 72
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Observation a64761b2-295b-4d28-8232-1cd087f11f85 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Associating objects with transformers for video object segmenta- tion
Reference 73
Source-reported events for the cited work
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Observation 8e0db9dc-3fbd-4137-899e-8b6e853cf23b · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Directional deep embedding and appearance learning for fast video object segmentation
Reference 74
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Observation 2873fe09-d186-4a04-beda-a496c19c8e7e · outbound
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Reference 75
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Observation 71f04280-6781-46d7-b631-de2d756126d8 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Adaptive semantic-enhanced trans- former for image captioning
Reference 76
Source-reported events for the cited work
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Observation c102e527-d5b5-48d4-8b55-f1c07ada4ef6 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Deep transport network for un- supervised video object segmentation
Reference 77
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Observation c03058c6-c0d3-4637-8e93-685dea42215b · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Dynamic context-sensitive filtering network for video salient object detection
Reference 78
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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7ab6c1d0-232c-40b4-84fa-65729a105c42 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Learning regression and verifica- tion networks for robust long-term tracking
Reference 79
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Observation d507f325-97a5-4eca-97e3-347d8152ef79 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Mitigating modality discrepancies for RGB-T semantic segmentation
Reference 80
Source-reported events for the cited work
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Observation 039e341f-49b7-4d29-9c05-092976d5288e · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Multi-source fusion and automatic predictor selection for zero-shot video object segmenta- tion
Reference 81
Source-reported events for the cited work
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Observation e1649038-8c4d-404f-b081-be8c89e3c499 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Learning discriminative feature with crf for unsupervised video object segmentation
Reference 82
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Observation 9e561a50-18d4-4a9b-b053-790a46968f4c · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Self-teaching video object seg- mentation
Reference 83
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f7d66e16-2e41-4e18-be97-7226dd2cf52f · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation A survey on deep learning tech- nique for video segmentation
Reference 84
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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation abb82870-4dba-4559-a6d7-d311429755bf · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Motion-attentive transition for zero- shot video object segmentation
Reference 85
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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 386b38f0-c482-4ab4-91da-ad5af2a5d270 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Deep feature flow for video recogni- tion
Reference 86
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7823b5a2-bded-4994-ae21-8dfe7a7f0597 · outbound
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Perception-aware multi- sensor fusion for 3d lidar semantic segmentation
Reference 87
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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
No inbound Pith citation observations are available.