Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:36:19.443783Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2507.15542.
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 2026-08-06T15:36:19.443783Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
70 of 70 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9b214684-00d9-4a6e-8a19-070e7b02a0d3 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Flamingo: a visual language model for few-shot learning
Reference 1
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Observation 5092a1e4-c999-4acc-8414-b282b00991fe · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Detecting human-object interactions via functional generalization
Reference 2
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Observation bdad5080-df83-4b4b-b9be-f1cb4ee34840 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Detecting any human-object interaction relationship: Universal hoi detector with spatial prompt learning on foundation models
Reference 3
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Observation b07fcfc4-51cf-4a1c-9304-8d8f4ccb5afd · outbound
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Reference 4
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HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Learning to detect human-object interactions
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Observation 969e18e2-4b8e-4ea3-9f5d-df3306453541 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation QAHOI: Query-Based Anchors for Human-Object Interaction Detection
Reference 6
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Observation ff046463-31d1-482c-a950-85c33dc0f796 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation An image is worth 16x16 words: Transformers for image recognition at scale
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Source-reported events for the cited work
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Observation c62a9350-5274-4747-89c2-57aa74c12ca1 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation The Llama 3 Herd of Models
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e847c40-a42f-416b-a3c7-47dff3b19ef6 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Clip-adapter: Better vision-language models with feature adapters
Reference 10
Source-reported events for the cited work
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Observation 9d01239a-5b06-4e61-bcbc-c2557c8eca10 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Detecting and recognizing human-object interactions
Reference 11
Source-reported events for the cited work
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Observation 63841c17-9da0-4011-b570-3c4db2b2d0a4 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Open-vocabulary Object Detection via Vision and Language Knowledge Distillation
Reference 12
Source-reported events for the cited work
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Observation 9dae0258-1677-49cb-8582-792f81326794 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Deep residual learning for image recognition
Reference 13
Source-reported events for the cited work
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Observation 488cb253-8f3a-447d-af5c-3e8056c812d8 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Vi- sual compositional learning for human-object interaction de- tection
Reference 14
Source-reported events for the cited work
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Observation 6b767926-2ccf-4cd2-84fb-42328baf46b6 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Affordance transfer learning for human-object interaction detection
Reference 15
Source-reported events for the cited work
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Observation 5df2596f-644b-4fbd-9b64-39080798a95e · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Detecting human-object interaction via fab- ricated compositional learning
Reference 16
Source-reported events for the cited work
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Observation 84ddf259-32f2-40fc-a9bf-6dfee93624c1 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation LoRA: Low-Rank Adaptation of Large Language Models
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4510ff64-5744-4cd3-a22b-56865c9339d0 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Vi- sual prompt tuning
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02dab7fa-19af-44fd-8c0a-1db0ae66b172 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Maple: Multi-modal prompt learning
Reference 19
Source-reported events for the cited work
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Observation e2cfc07b-556f-4821-bba0-b02bf6484473 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Relational context learning for human-object interaction detection
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba473696-815c-40cd-aea6-ef940287da92 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Human action recognition and predic- tion: A survey
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a644791-1945-4872-9720-507f17832ca1 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Unresolved cited work
Reference 22
Source-reported events for the cited work
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Observation 216f9ce3-377d-4ac6-98f9-86866087bb4f · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Few-shot learn- ing from augmented label-uncertain queries in bongard-hoi
Reference 23
Source-reported events for the cited work
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Observation d7965822-32a2-497e-b082-2c78567015d5 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Efficient adaptive human-object interac- tion detection with concept-guided memory
Reference 24
Source-reported events for the cited work
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Observation 0a05668c-860d-46a8-8e95-aac1a04d68b1 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Exploring the po- tential of large foundation models for open-vocabulary hoi 9 detection
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fb314260-ee48-4b69-9a2a-c5ff2d3b45da · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Explor- ing conditional multi-modal prompts for zero-shot hoi de- tection
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6b0eb445-8235-4bbb-9455-a55518d12fd5 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Blip: Bootstrapping language-image pre-training for uni- fied vision-language understanding and generation
Reference 27
Source-reported events for the cited work
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Observation 6b9798f6-a4ca-4da7-bd8d-05e09ad6cb65 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a2a4472-911d-456c-a7b6-92cb2db64df1 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Neural- logic human-object interaction detection
Reference 29
Source-reported events for the cited work
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Observation 218c4877-4306-4215-8271-68b20231894d · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Gen-vlkt: Simplify association and enhance interaction understanding for hoi detection
Reference 30
Source-reported events for the cited work
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Observation 1360e76f-a665-4ff1-a1d0-a4836153b548 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Microsoft coco: Common objects in context
Reference 31
Source-reported events for the cited work
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Observation f3e77925-9ada-497d-9cb6-431a58bc621f · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Focal loss for dense object detection
Reference 32
Source-reported events for the cited work
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Observation c274fba1-64d7-45b3-a191-56aaedf5e9ec · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Improved Baselines with Visual Instruction Tuning
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4672011b-0cd9-47ad-96f5-70a936cf62fd · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Visual instruction tuning
Reference 34
Source-reported events for the cited work
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Observation 95272b43-8d02-4036-922f-518c13c48fe5 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Decoupled Weight Decay Regularization
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f4045a1-86c6-44f9-9253-277573c24ddb · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Discovering syntactic interaction clues for human-object interaction detection
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7b18c439-439a-4667-9b5d-b66f1c53be05 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Clip4hoi: Towards adapting clip for practi- cal zero-shot hoi detection
Reference 37
Source-reported events for the cited work
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Observation 74811a20-622b-426c-98fd-206c5a71cbfd · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Simple open-vocabulary object detection
Reference 38
Source-reported events for the cited work
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Observation 896ece77-a12b-46d3-815e-4c833f018023 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Hoiclip: Efficient knowledge transfer for hoi detection with vision-language models
Reference 39
Source-reported events for the cited work
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Observation 0e0629cf-286d-4faf-b703-97dbd418f133 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Viplo: Vision transformer based pose-conditioned self-loop graph for human-object interaction detection
Reference 40
Source-reported events for the cited work
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Observation 02b26101-4398-4585-bf7c-5f9f7d83eb14 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Distillation using oracle queries for transformer-based human-object interaction detection
Reference 41
Source-reported events for the cited work
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Observation 89708747-82d2-46bf-9656-c26e62782c93 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Learning transferable visual models from natural language supervi- sion
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd0f92af-e0a6-4e05-a80c-722e0601ceef · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Regularizing CNNs with Locally Constrained Decorrelations
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2cfef1bb-5136-4f46-9b36-641ff018ea1f · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Test- time prompt tuning for zero-shot generalization in vision- language models
Reference 44
Source-reported events for the cited work
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Observation 6f60bc81-875b-4985-9dc0-0d834875e3f8 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Energy-based learning for scene graph generation
Reference 45
Source-reported events for the cited work
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Observation 6a3f617b-0766-43ef-835e-8ae42e98b1c0 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Vl-adapter: Parameter-efficient transfer learning for vision-and-language tasks
Reference 46
Source-reported events for the cited work
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Observation 46ec4ed0-2a5c-4ace-a069-f34ae4ef7554 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Qpic: Query-based pairwise human-object interaction detec- tion with image-wide contextual information
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3a589e77-dd73-422d-8a48-90e7f5d03920 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Bilateral adaptation for human-object interac- tion detection with occlusion-robustness
Reference 48
Source-reported events for the cited work
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Observation 95b130a0-6d53-4656-a45c-2797231cf72e · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Exploring pose-aware human-object interaction via hybrid learning
Reference 49
Source-reported events for the cited work
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Observation 6da029c7-60ab-4445-bab4-8575833a3c19 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation End-to-end zero-shot hoi detec- 10 tion via vision and language knowledge distillation
Reference 50
Source-reported events for the cited work
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Observation 599e1d3b-7900-4cf3-8cda-0f4907cd6358 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Category query learning for human-object interaction classification
Reference 51
Source-reported events for the cited work
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Observation c6b7896c-4545-481b-9be9-8afd15b41f13 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Chore: Contact, human and object reconstruction from a sin- gle rgb image
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b7df081d-b74b-4ed6-821c-ca84cb56d8a7 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Open-world human-object interaction detection via multi-modal prompts
Reference 53
Source-reported events for the cited work
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Observation afd4bc2c-ed67-456c-875e-4bcfcbcba2bc · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Mma: Multi-modal adapter for vision-language models
Reference 54
Source-reported events for the cited work
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HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Rlip: Rela- tional language-image pre-training for human-object interac- tion detection
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 39cf9e76-117e-4977-ac08-f79d7f62f868 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Unified Vision and Language Prompt Learning
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a602d3ef-9aa7-40da-93f5-a30d5b98f5c9 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Open-vocabulary object detection using captions
Reference 57
Source-reported events for the cited work
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Observation 6904d752-f23d-43ae-b9b9-9ffd3acde90f · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Spatially conditioned graphs for detecting human-object in- teractions
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dcab018c-2835-4a80-a207-16cf7b48dc1c · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Efficient two-stage detection of human-object interactions with a novel unary-pairwise transformer
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0e972724-d36a-4acf-8d5a-8ab0ad690af5 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Exploring predicate visual con- text in detecting of human-object interactions
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 79b7c3fe-5232-428a-980b-66b74ad74011 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Perceiving 3d human-object spatial arrangements from a single image in the wild
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6ca96122-cc10-4d83-97e1-e11c6ad5b3b1 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e766ba1-4c3d-40be-9829-ab2be1957bb8 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Unresolved cited work
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7f2bf446-807f-4afb-a178-0ba791ebc76f · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Conditional prompt learning for vision-language mod- els
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa175532-adf3-400f-b3ba-44017ca453b4 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Learning to prompt for vision-language models
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 734135b8-2d60-4cd6-b534-52b8cfeb9136 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation End-to-end human object interaction detection with hoi transformer
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 59a0d159-ae2f-434d-a0bb-2e1c96cdd381 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation - High- light the possible roles of specific body parts (e.g., hands gripping, feet pressing, or knees bending) without specify- ing actions
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2bfe0ec3-4a05-4617-9616-fdd39f77fe21 · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation LLM input humancupFFN DETR pairing … : finetuning : frozen : features : boxes : human-object tokens Cross Attention Layer 𝑉
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2b2d5640-3e17-45f0-be7d-7715d6475c1b · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation The head’s angle might vary, possibly tilted up or down, depending on the human’s position relative to the car’s height, such as looking over the roof or under the chassis
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6a08a6ed-b0e4-4d14-acd3-d7bee148cc3b · outbound
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation hosing a car
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.