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Paper Citation Record · LEDGER

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation

As of 19 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.

pith.paper-citation-record.v1
2507.15542 v2

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:36:19.443783Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

70 of 70 outbound references displayed

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  • verified fuzzy48
  • unresolved22
  • parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9b214684-00d9-4a6e-8a19-070e7b02a0d3 · outbound

This paper cites Flamingo: a visual language model for few-shot learning.

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

This paper cites Detecting human-object interactions via functional generalization.

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

This paper cites Detecting any human-object interaction relationship: Universal hoi detector with spatial prompt learning on foundation models.

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

This paper cites End-to- end object detection with transformers.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation End-to- end object detection with transformers

Reference 4

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Observation e1f2b764-f143-461f-a419-73db87568b44 · outbound

This paper cites Learning to detect human-object interactions.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Learning to detect human-object interactions

Reference 5

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 969e18e2-4b8e-4ea3-9f5d-df3306453541 · outbound

This paper cites QAHOI: Query-Based Anchors for Human-Object Interaction Detection.

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 af11014e-afcb-4ebc-872a-e68764badd18 · outbound

This paper cites Bottom-up 2d pose estimation via dual anatomical centers for small-scale persons.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Bottom-up 2d pose estimation via dual anatomical centers for small-scale persons

Reference 7

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Observation ff046463-31d1-482c-a950-85c33dc0f796 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation An image is worth 16x16 words: Transformers for image recognition at scale

Reference 8

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Observation c62a9350-5274-4747-89c2-57aa74c12ca1 · outbound

This paper cites The Llama 3 Herd of Models.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation The Llama 3 Herd of Models

Reference 9

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Observation 5e847c40-a42f-416b-a3c7-47dff3b19ef6 · outbound

This paper cites Clip-adapter: Better vision-language models with feature adapters.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Clip-adapter: Better vision-language models with feature adapters

Reference 10

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 9d01239a-5b06-4e61-bcbc-c2557c8eca10 · outbound

This paper cites Detecting and recognizing human-object interactions.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Detecting and recognizing human-object interactions

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 63841c17-9da0-4011-b570-3c4db2b2d0a4 · outbound

This paper cites Open-vocabulary Object Detection via Vision and Language Knowledge Distillation.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Open-vocabulary Object Detection via Vision and Language Knowledge Distillation

Reference 12

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Observation 9dae0258-1677-49cb-8582-792f81326794 · outbound

This paper cites Deep residual learning for image recognition.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Deep residual learning for image recognition

Reference 13

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Observation 488cb253-8f3a-447d-af5c-3e8056c812d8 · outbound

This paper cites Vi- sual compositional learning for human-object interaction de- tection.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Vi- sual compositional learning for human-object interaction de- tection

Reference 14

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 6b767926-2ccf-4cd2-84fb-42328baf46b6 · outbound

This paper cites Affordance transfer learning for human-object interaction detection.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Affordance transfer learning for human-object interaction detection

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 5df2596f-644b-4fbd-9b64-39080798a95e · outbound

This paper cites Detecting human-object interaction via fab- ricated compositional learning.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Detecting human-object interaction via fab- ricated compositional learning

Reference 16

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 84ddf259-32f2-40fc-a9bf-6dfee93624c1 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation LoRA: Low-Rank Adaptation of Large Language Models

Reference 17

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Observation 4510ff64-5744-4cd3-a22b-56865c9339d0 · outbound

This paper cites Vi- sual prompt tuning.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Vi- sual prompt tuning

Reference 18

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Observation 02dab7fa-19af-44fd-8c0a-1db0ae66b172 · outbound

This paper cites Maple: Multi-modal prompt learning.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Maple: Multi-modal prompt learning

Reference 19

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Observation e2cfc07b-556f-4821-bba0-b02bf6484473 · outbound

This paper cites Relational context learning for human-object interaction detection.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Relational context learning for human-object interaction detection

Reference 20

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Observation ba473696-815c-40cd-aea6-ef940287da92 · outbound

This paper cites Human action recognition and predic- tion: A survey.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Human action recognition and predic- tion: A survey

Reference 21

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Observation 1a644791-1945-4872-9720-507f17832ca1 · outbound

This paper cites an unresolved cited work.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Unresolved cited work

Reference 22

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Observation 216f9ce3-377d-4ac6-98f9-86866087bb4f · outbound

This paper cites Few-shot learn- ing from augmented label-uncertain queries in bongard-hoi.

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

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Observation d7965822-32a2-497e-b082-2c78567015d5 · outbound

This paper cites Efficient adaptive human-object interac- tion detection with concept-guided memory.

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

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Observation 0a05668c-860d-46a8-8e95-aac1a04d68b1 · outbound

This paper cites Exploring the po- tential of large foundation models for open-vocabulary hoi 9 detection.

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

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation fb314260-ee48-4b69-9a2a-c5ff2d3b45da · outbound

This paper cites Explor- ing conditional multi-modal prompts for zero-shot hoi de- tection.

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

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 6b0eb445-8235-4bbb-9455-a55518d12fd5 · outbound

This paper cites Blip: Bootstrapping language-image pre-training for uni- fied vision-language understanding and generation.

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

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 6b9798f6-a4ca-4da7-bd8d-05e09ad6cb65 · outbound

This paper cites BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models.

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

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Unavailable: canonical work link unavailable.

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Observation 4a2a4472-911d-456c-a7b6-92cb2db64df1 · outbound

This paper cites Neural- logic human-object interaction detection.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Neural- logic human-object interaction detection

Reference 29

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 218c4877-4306-4215-8271-68b20231894d · outbound

This paper cites Gen-vlkt: Simplify association and enhance interaction understanding for hoi detection.

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

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 1360e76f-a665-4ff1-a1d0-a4836153b548 · outbound

This paper cites Microsoft coco: Common objects in context.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Microsoft coco: Common objects in context

Reference 31

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation f3e77925-9ada-497d-9cb6-431a58bc621f · outbound

This paper cites Focal loss for dense object detection.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Focal loss for dense object detection

Reference 32

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation c274fba1-64d7-45b3-a191-56aaedf5e9ec · outbound

This paper cites Improved Baselines with Visual Instruction Tuning.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Improved Baselines with Visual Instruction Tuning

Reference 33

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source=pdf_text observed=2026-08-06T15:36:15.223472Z digest=sha256:848cac001e580b41abb30bade605b1f6931393533406584f2ac6bf9a73a53b08

Observation 4672011b-0cd9-47ad-96f5-70a936cf62fd · outbound

This paper cites Visual instruction tuning.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Visual instruction tuning

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 95272b43-8d02-4036-922f-518c13c48fe5 · outbound

This paper cites Decoupled Weight Decay Regularization.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Decoupled Weight Decay Regularization

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:15.342830Z digest=sha256:f5660af274098967f36fef64d13c2c78c7d916eee23817326adcc2e52797f23a

Observation 6f4045a1-86c6-44f9-9253-277573c24ddb · outbound

This paper cites Discovering syntactic interaction clues for human-object interaction detection.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Discovering syntactic interaction clues for human-object interaction detection

Reference 36

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raw_fallback, observed 2026-08-06T15:36:20.280188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:15.447196Z digest=sha256:cd36e010a49b9523bb0b63a719dacf778737bf7e717071c0bee14a7737779204

Observation 7b18c439-439a-4667-9b5d-b66f1c53be05 · outbound

This paper cites Clip4hoi: Towards adapting clip for practi- cal zero-shot hoi detection.

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

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raw_fallback, observed 2026-08-06T15:36:20.262443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:15.586397Z digest=sha256:e15a130f7df949c9fca9ed7cefe484aeedee5de0298635b7b73f9f8b7ad69922

Observation 74811a20-622b-426c-98fd-206c5a71cbfd · outbound

This paper cites Simple open-vocabulary object detection.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Simple open-vocabulary object detection

Reference 38

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raw_fallback, observed 2026-08-06T15:36:20.243236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:15.684872Z digest=sha256:96660aff97d77503d19e114d6269115013dba5aeb6396beb48dd0b792c75ea3e

Observation 896ece77-a12b-46d3-815e-4c833f018023 · outbound

This paper cites Hoiclip: Efficient knowledge transfer for hoi detection with vision-language models.

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

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raw_fallback, observed 2026-08-06T15:36:20.226568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:15.835139Z digest=sha256:35f807d7cfbb5888a19313792da8d349abd2b779c20dd1a91cf77c8d1d24c714

Observation 0e0629cf-286d-4faf-b703-97dbd418f133 · outbound

This paper cites Viplo: Vision transformer based pose-conditioned self-loop graph for human-object interaction detection.

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

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verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.209885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:15.941606Z digest=sha256:828ad387e3ec05777777c40dca708d4675a96ef6d9b0dadc0698b1cca2646712

Observation 02b26101-4398-4585-bf7c-5f9f7d83eb14 · outbound

This paper cites Distillation using oracle queries for transformer-based human-object interaction detection.

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:16.092560Z digest=sha256:78831eff29ae9917045b6f505c36e2eb24006fd3a4edbe5437d85ed62c04b5fa

Observation 89708747-82d2-46bf-9656-c26e62782c93 · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Learning transferable visual models from natural language supervi- sion

Reference 42

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no resolver link, observed 2026-08-06T15:36:16.207811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:16.207811Z digest=sha256:24bd9b1f5bdfa6bd096cd5c9d187c49bf78c5d35c98ef99d1f2ea138d2eb5ea1

Observation fd0f92af-e0a6-4e05-a80c-722e0601ceef · outbound

This paper cites Regularizing CNNs with Locally Constrained Decorrelations.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Regularizing CNNs with Locally Constrained Decorrelations

Reference 43

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no resolver link, observed 2026-08-06T15:36:16.351117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:16.351117Z digest=sha256:f0622929c451ce7b83d6d2df79cd5ae2933b6e07c1a20d3ae5da9b6585e6596f

Observation 2cfef1bb-5136-4f46-9b36-641ff018ea1f · outbound

This paper cites Test- time prompt tuning for zero-shot generalization in vision- language models.

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

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verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.169349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:16.469208Z digest=sha256:cf8df89bf42a7197c2f741942e1edcfa56dbc4912f6654ec6a8d7e8ba85c0275

Observation 6f60bc81-875b-4985-9dc0-0d834875e3f8 · outbound

This paper cites Energy-based learning for scene graph generation.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Energy-based learning for scene graph generation

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.153510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:16.621980Z digest=sha256:447339ecef51b9d525054affba7e9ad78fd6374e051f40f06af80a1486f556bf

Observation 6a3f617b-0766-43ef-835e-8ae42e98b1c0 · outbound

This paper cites Vl-adapter: Parameter-efficient transfer learning for vision-and-language tasks.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.135438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:16.847653Z digest=sha256:2c8b0b4cade9994565a4ccf9f740ad55d8dd68518c7c1dd557f0c85da084c051

Observation 46ec4ed0-2a5c-4ace-a069-f34ae4ef7554 · outbound

This paper cites Qpic: Query-based pairwise human-object interaction detec- tion with image-wide contextual information.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.119479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:16.938320Z digest=sha256:258646633486908909ba1988311161fc6c0e1f268c9b5c0a533c17a6124b8098

Observation 3a589e77-dd73-422d-8a48-90e7f5d03920 · outbound

This paper cites Bilateral adaptation for human-object interac- tion detection with occlusion-robustness.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.104728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:17.028398Z digest=sha256:a8dd18ad90acf96e88a3fbd690f6241a1b218ce84d349d606ad1c57cc0c30f70

Observation 95b130a0-6d53-4656-a45c-2797231cf72e · outbound

This paper cites Exploring pose-aware human-object interaction via hybrid learning.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Exploring pose-aware human-object interaction via hybrid learning

Reference 49

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verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.088920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:17.147387Z digest=sha256:32cc333b5a6106196aadb7888a72db639fee983efac7530e25cf278d7a416f19

Observation 6da029c7-60ab-4445-bab4-8575833a3c19 · outbound

This paper cites End-to-end zero-shot hoi detec- 10 tion via vision and language knowledge distillation.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.071924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:17.260544Z digest=sha256:2fb4da471577e3473015978a90875eee8d574244642bb34699186de7869e4fb6

Observation 599e1d3b-7900-4cf3-8cda-0f4907cd6358 · outbound

This paper cites Category query learning for human-object interaction classification.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Category query learning for human-object interaction classification

Reference 51

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raw_fallback, observed 2026-08-06T15:36:20.050128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:17.361189Z digest=sha256:0d980e6c73bbfda6cdac680524186bbeacf66ec5c4b2929c94e4a0cc778d15de

Observation c6b7896c-4545-481b-9be9-8afd15b41f13 · outbound

This paper cites Chore: Contact, human and object reconstruction from a sin- gle rgb image.

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

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raw_fallback, observed 2026-08-06T15:36:20.032482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:17.459479Z digest=sha256:7b8807f145640123241e4daa2175fb438e4ca1e0560e59632cf3ad0c8c58b3cf

Observation b7df081d-b74b-4ed6-821c-ca84cb56d8a7 · outbound

This paper cites Open-world human-object interaction detection via multi-modal prompts.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Open-world human-object interaction detection via multi-modal prompts

Reference 53

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verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.016919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:17.538190Z digest=sha256:e42d09cef6dcd3df1ef6fb0a7c1267bc330a01258ba10cb0c90092e199d192a0

Observation afd4bc2c-ed67-456c-875e-4bcfcbcba2bc · outbound

This paper cites Mma: Multi-modal adapter for vision-language models.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Mma: Multi-modal adapter for vision-language models

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:19.998901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:17.669651Z digest=sha256:5f41d9e3a1f3df7a64a87026df6a041158f211d54f34f6e83c372aee49ea39b3

Observation 340c1feb-e571-47ca-9cfd-44941a0a0025 · outbound

This paper cites Rlip: Rela- tional language-image pre-training for human-object interac- tion detection.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:19.981215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:17.735963Z digest=sha256:5ffb5dcc2ae3a67ed2da0e5cbe3f5a301ce77a7a63880eca6651fae9feddaf6b

Observation 39cf9e76-117e-4977-ac08-f79d7f62f868 · outbound

This paper cites Unified Vision and Language Prompt Learning.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Unified Vision and Language Prompt Learning

Reference 56

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no resolver link, observed 2026-08-06T15:36:17.773682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:17.773682Z digest=sha256:9c48e09881d848e42a8a4f4abc3db223cc08ef1ca47513ca759176ffeb6bcbe5

Observation a602d3ef-9aa7-40da-93f5-a30d5b98f5c9 · outbound

This paper cites Open-vocabulary object detection using captions.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Open-vocabulary object detection using captions

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:19.963611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:17.869087Z digest=sha256:55395e974c5754518c3caa95255a04cde6a94837afaa10d595cdbcc743544658

Observation 6904d752-f23d-43ae-b9b9-9ffd3acde90f · outbound

This paper cites Spatially conditioned graphs for detecting human-object in- teractions.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Spatially conditioned graphs for detecting human-object in- teractions

Reference 58

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verified fuzzy
raw_fallback, observed 2026-08-06T15:36:19.943609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:17.972617Z digest=sha256:5ded6d5b4583e21111558c1174353c1f0b645a318b95540969437bd1890fac84

Observation dcab018c-2835-4a80-a207-16cf7b48dc1c · outbound

This paper cites Efficient two-stage detection of human-object interactions with a novel unary-pairwise transformer.

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

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raw_fallback, observed 2026-08-06T15:36:19.927110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:18.090838Z digest=sha256:e028856d1e257a04597188ae64dc3fc8abfb8b4a24779f41e9a8886228238d1a

Observation 0e972724-d36a-4acf-8d5a-8ab0ad690af5 · outbound

This paper cites Exploring predicate visual con- text in detecting of human-object interactions.

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

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raw_fallback, observed 2026-08-06T15:36:19.910367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:18.169260Z digest=sha256:22a24c31b2452c9daadad18636ed7dcd9209c398e02f41443f2f4248bd738400

Observation 79b7c3fe-5232-428a-980b-66b74ad74011 · outbound

This paper cites Perceiving 3d human-object spatial arrangements from a single image in the wild.

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

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raw_fallback, observed 2026-08-06T15:36:19.890965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:18.385779Z digest=sha256:68ddb677be2d60096caadd884579f1e2c6693dec693c502fcf561762ee4930a5

Observation 6ca96122-cc10-4d83-97e1-e11c6ad5b3b1 · outbound

This paper cites Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling.

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

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no resolver link, observed 2026-08-06T15:36:18.538157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:18.538157Z digest=sha256:c1a26e70aad38a88f0881aab094dbe73c8f8898532bda80f56b1e6aa31c1b172

Observation 5e766ba1-4c3d-40be-9829-ab2be1957bb8 · outbound

This paper cites an unresolved cited work.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Unresolved cited work

Reference 63

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unresolved
raw_fallback, observed 2026-08-06T15:36:19.869271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:18.665662Z digest=sha256:26e516052e389f0ce3dfbaecae77df5de11f40beb239552c137bf32357170e19

Observation 7f2bf446-807f-4afb-a178-0ba791ebc76f · outbound

This paper cites Conditional prompt learning for vision-language mod- els.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Conditional prompt learning for vision-language mod- els

Reference 64

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no resolver link, observed 2026-08-06T15:36:18.797085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:18.797085Z digest=sha256:f907e1b956cefd3e720ce0cd9e885a22e7f7850be4a7042a97a35c3a819b8210

Observation aa175532-adf3-400f-b3ba-44017ca453b4 · outbound

This paper cites Learning to prompt for vision-language models.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Learning to prompt for vision-language models

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-06T15:36:18.905494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:18.905494Z digest=sha256:78c426e4245de1fee1f9eb4817d9fbed1f251b393976030f12c78f37fd249cf3

Observation 734135b8-2d60-4cd6-b534-52b8cfeb9136 · outbound

This paper cites End-to-end human object interaction detection with hoi transformer.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation End-to-end human object interaction detection with hoi transformer

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:19.819026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:19.017651Z digest=sha256:2f1ac87e4c76a45ed0dd6c8352e221f561691dc60cf58c393138eee046a36abb

Observation 59a0d159-ae2f-434d-a0bb-2e1c96cdd381 · outbound

This paper cites - High- light the possible roles of specific body parts (e.g., hands gripping, feet pressing, or knees bending) without specify- ing actions.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:19.797848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:19.156847Z digest=sha256:bd9721932e94492d75a4b079fbf667901dabbcb985aded00e64eaee7ee740ba7

Observation 2bfe0ec3-4a05-4617-9616-fdd39f77fe21 · outbound

This paper cites LLM input humancupFFN DETR pairing … : finetuning : frozen : features : boxes : human-object tokens Cross Attention Layer 𝑉.

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

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verified fuzzy
raw_fallback, observed 2026-08-06T15:36:19.774455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:19.265377Z digest=sha256:f8cb469ec5aa99eb50a69360d8dd60d36683adad08c6ad38de31e1a8aad1f94d

Observation 2b2d5640-3e17-45f0-be7d-7715d6475c1b · outbound

This paper cites 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.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:19.752630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:19.395490Z digest=sha256:25e612985e35a461d3677758f01f1a652dc795d9fc911df501c50028578fd58f

Observation 6a08a6ed-b0e4-4d14-acd3-d7bee148cc3b · outbound

This paper cites hosing a car.

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation hosing a car

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:19.724520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:36:19.443783Z digest=sha256:5903b81636fda2cec44e5d8ce94db0d9231eac790b2458c51feecd891d1e91cb

Pith citing papers

No inbound Pith citation observations are available.