Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-26T14:23:25.485490Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2606.21446.
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 2026-06-26T14:23:25.485490Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 102e6bd3-919a-4ff4-8e09-f10dd3ff3533 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Semi-supervised subspace clustering via tensor low-rank representation,
Reference 1
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Unavailable: canonical work link unavailable.
Observation f5741243-6f46-4da8-ab92-cfb81555cb5c · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Instant: Semi-supervised learning with instance-dependent thresholds,
Reference 2
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Observation 982ccc03-cb8b-4ee1-974b-325acf669fd1 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Temporal ensembling for semi-supervised learn- ing,
Reference 3
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Unavailable: canonical work link unavailable.
Observation 62a8208e-ea7f-4cd2-8ef3-2bc678ec6905 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Generalized category discovery,
Reference 4
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Unavailable: canonical work link unavailable.
Observation 2617d848-f660-4e5e-b327-f239830ee7ef · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Parametric classification for generalized category discovery: A baseline study,
Reference 5
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Unavailable: canonical work link unavailable.
Observation 19b93a2c-0d9c-4b7e-8769-64463b7fc086 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Textual knowledge matters: Cross-modality co-teaching for generalized visual class discov- ery,
Reference 6
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Unavailable: canonical work link unavailable.
Observation bbecd482-217b-448d-9809-5b4e60153554 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery GET: unlocking the multi-modal potential of CLIP for generalized category discovery,
Reference 7
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Unavailable: canonical work link unavailable.
Observation aad52082-d7c0-41ad-91c3-a8a5be20fdde · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery CLIP-GCD: Simple Language Guided Generalized Category Discovery
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d8bdb6a3-b6e2-45c8-a597-b856d93fa8df · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Deep co- space: Sample mining across feature transformation for semi-supervised learning,
Reference 9
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Unavailable: canonical work link unavailable.
Observation a42f21a7-13c2-4faa-9a6b-41f83e0bc90b · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Noise-robust semi-supervised learning via consistency regularization on augmented graphs,
Reference 10
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Unavailable: canonical work link unavailable.
Observation cd4b353b-efe9-4b72-987f-95acb4055562 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Multi-perspective pseudo-label generation and confidence-weighted training for semi- supervised semantic segmentation,
Reference 11
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Unavailable: canonical work link unavailable.
Observation 60d84d22-b41a-4b0c-ba42-de227c50245d · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Trusted semi- supervised multi-view classification with contrastive learning,
Reference 12
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Unavailable: canonical work link unavailable.
Observation c49d1c40-1f8d-4fad-b3e7-e867b6a7c7aa · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Semi-supervised contrastive learning with similarity co- calibration,
Reference 13
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Unavailable: canonical work link unavailable.
Observation 1f0196bc-ec99-489b-86ec-1235b46a6283 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Mean teachers are better role mod- els: Weight-averaged consistency targets improve semi-supervised deep learning results,
Reference 14
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Unavailable: canonical work link unavailable.
Observation e1babf0a-df5a-4c77-9890-55dea31f97ce · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Pseudo-labeling and confirmation bias in deep semi-supervised learn- ing,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc9d2cd6-57fe-4c2a-8ace-52b35125df24 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery In defense of pseudo-labeling: An uncertainty-aware pseudo-label selection frame- work for semi-supervised learning,
Reference 16
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Unavailable: canonical work link unavailable.
Observation 1a1d22d1-029b-42d0-84d6-67a42a8bfab4 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Fixmatch: Simplifying semi-supervised learning with consistency and confidence,
Reference 17
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Unavailable: canonical work link unavailable.
Observation 6a0d5023-cfc5-4b9f-969b-1bde4946f05c · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Mixmatch: A holistic approach to semi-supervised learning,
Reference 18
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Unavailable: canonical work link unavailable.
Observation a0a07d08-a323-4650-bdf3-711b14edfb11 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Flexmatch: Boosting semi-supervised learning with curriculum pseudo labeling,
Reference 19
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Unavailable: canonical work link unavailable.
Observation 130f2548-b432-4333-a7a4-0aabc73caeff · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Proxy-anchor and evt-driven con- tinual learning method for generalized category discovery,
Reference 20
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Unavailable: canonical work link unavailable.
Observation b1848466-a7a7-485f-9bc0-b7572f9a159e · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Sharpness- aware dynamic anchor selection for generalized category discovery,
Reference 21
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Unavailable: canonical work link unavailable.
Observation bf46ae82-115d-4886-997c-9d6741162899 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Learning part knowledge to facilitate category understanding for fine-grained generalized category discovery,
Reference 22
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Unavailable: canonical work link unavailable.
Observation f7119e4c-b1dd-430b-8dad-7957f0466ab6 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery No representation rules them all in category discovery,
Reference 23
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Unavailable: canonical work link unavailable.
Observation d860ffd5-4263-425e-9cf5-e5ff6af9c035 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Solving the catastrophic forgetting problem in generalized category discovery,
Reference 24
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Unavailable: canonical work link unavailable.
Observation 6bd6e908-00da-4c29-ae34-0e5290d7bf19 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Promptcal: Contrastive affinity learning via auxiliary prompts for generalized novel category discovery,
Reference 25
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Unavailable: canonical work link unavailable.
Observation ad681a9a-b5db-4b52-8062-b701c27f04b8 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery SPTNet: An efficient alternative frame- work for generalized category discovery with spatial prompt tuning,
Reference 26
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Unavailable: canonical work link unavailable.
Observation 84fdb589-ba77-4f46-bb79-ec47d29960df · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Adaptgcd: Multi-expert adapter tuning for generalized category discovery,
Reference 27
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Unavailable: canonical work link unavailable.
Observation ed2f9dcd-8661-4067-bd0b-7853f2769998 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Multimodal generalized category discovery,
Reference 28
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Unavailable: canonical work link unavailable.
Observation c9eb51b9-d658-4942-9206-c63bf2889743 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Learning transferable visual models from natural language supervi- sion,
Reference 29
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Unavailable: canonical work link unavailable.
Observation 386c1127-d86c-40f8-96a2-be0e3eb181b7 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Sigmoid loss for language image pre-training,
Reference 30
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Unavailable: canonical work link unavailable.
Observation 05621dfe-8106-41eb-b934-c92a9b7b3e03 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Visual Classification via Description from Large Language Models
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 00109df6-1a85-4fa4-a432-2b4599048515 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Chils: Zero-shot image classification with hierarchical label sets,
Reference 32
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Unavailable: canonical work link unavailable.
Observation 90ed6327-d0dd-4c61-95e4-c8736d78d2ed · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Language in a bottle: Language model guided concept bot- tlenecks for interpretable image classification,
Reference 33
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Unavailable: canonical work link unavailable.
Observation 8f28c2f3-84bf-41f3-9f51-975fef556cc1 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery CLIP-Adapter: Better vision-language models with feature adapters,
Reference 34
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Unavailable: canonical work link unavailable.
Observation a92150d8-9014-4f43-94d5-e85629c1ca87 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Visual-language prompt tuning with knowledge-guided context optimization,
Reference 35
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Unavailable: canonical work link unavailable.
Observation d5ef86b2-2892-47cf-ae88-48318dadb062 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Vision-language models for vision tasks: A survey,
Reference 36
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Unavailable: canonical work link unavailable.
Observation dbd6250b-374e-4475-8a99-5e19176a4d35 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Dual modality prompt tuning for vision-language pre-trained model,
Reference 37
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Unavailable: canonical work link unavailable.
Observation 72facb79-4d11-4f9a-a0ab-9d807782c7f8 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Adapt- Former: Adapting vision transformers for scalable visual recognition,
Reference 38
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Unavailable: canonical work link unavailable.
Observation afa15137-535b-4251-a2de-2031594ea34f · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Caltech-ucsd birds 200,
Reference 39
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Unavailable: canonical work link unavailable.
Observation 941b8e0d-f798-4095-a40b-e95b59c43bc6 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Fine-Grained Visual Classification of Aircraft
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3fc0c039-5413-4158-9c3f-d6dfb6133a38 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery 3d object representations for fine-grained categorization,
Reference 41
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Unavailable: canonical work link unavailable.
Observation ac9f3b4d-1793-462f-a8a8-f185666b5e3b · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Learning multiple layers of features from tiny images,
Reference 42
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Unavailable: canonical work link unavailable.
Observation 721bb58a-fd5c-4b7b-871e-fb38ce5cc098 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Contrastive multiview coding,
Reference 43
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Unavailable: canonical work link unavailable.
Observation 7010a724-0968-422f-bade-7e5b6e4a8805 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery k-means++: the advantages of careful seeding,
Reference 44
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Unavailable: canonical work link unavailable.
Observation a8efe68f-6ba6-460c-ad5d-961d283b3179 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Au- tonovel: Automatically discovering and learning novel visual categories,
Reference 45
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Unavailable: canonical work link unavailable.
Observation 623741f6-db9d-494f-b67c-a137d1850418 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery A unified objective for novel class discovery,
Reference 46
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Unavailable: canonical work link unavailable.
Observation 3046d438-a5b7-46ab-b144-9b6741ef485e · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Open-world semi-supervised learning,
Reference 47
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Unavailable: canonical work link unavailable.
Observation 7c9ee917-03fa-45d9-8f5b-e90f603fc487 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Dynamic conceptional contrastive learning for generalized category discovery,
Reference 48
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Unavailable: canonical work link unavailable.
Observation da076ca1-420e-473c-9a71-6c8f06a9900f · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery An image is worth 16x16 words: Transformers for image recognition at scale,
Reference 49
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Unavailable: canonical work link unavailable.
Observation ae2a9992-f1a0-471f-b89d-83ff94771040 · outbound
Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery Conditional prompt learn- ing for vision-language models,
Reference 50
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Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.