Pith. sign in

Paper Citation Record · LEDGER

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

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.

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 2026-08-07T06:34:17.273281+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

  • verified exact0
  • verified fuzzy48
  • unresolved22
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:36:12.433022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:12.433022Z digest=sha256:b5a37842f60be28a9b2831730c8b22402ff2677ea4699a5545e6423ffb4c2265

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.770182Z

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.

source=pdf_text observed=2026-08-06T15:36:12.494108Z digest=sha256:83ce7720936e571e2cc343aca4678134eeac8921d56009f7ed02e6a7b73fb932

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.754180Z

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.

source=pdf_text observed=2026-08-06T15:36:12.588438Z digest=sha256:18d0b288858b50f190f5c6cec06cf56db5e603d604a737c329c4ef6d0acb11a8

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.736403Z

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.

source=pdf_text observed=2026-08-06T15:36:12.647156Z digest=sha256:fbc9e109b89c3dfd4d214fb9a873bef04bab3c44c65ac71147b86b2327d69bf7

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.719655Z

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.

source=pdf_text observed=2026-08-06T15:36:12.729363Z digest=sha256:02f223f72e2bd93821c935d2157e3ccf9273a9c46d2493f2d81a535e817219d3

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:36:12.809446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:12.809446Z digest=sha256:f1a1b470a0b4c9e9662b5d670b8743629d4725b60bcad0aaffc16a0843af5408

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.703771Z

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.

source=pdf_text observed=2026-08-06T15:36:12.928668Z digest=sha256:c095d7c64b5f08f3e1c0560c88abba8a9c5afb0aca8577d2ea7cce7ff523acc3

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:36:13.017205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:13.017205Z digest=sha256:b3643f809392d0db3dde1483ba4622175fda9b64849b9fdfa361fec836a88156

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:36:13.082419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:13.082419Z digest=sha256:7a094409941c252edf3d3b7508a29325cf50f2883fb880dfa6fc56eff2928652

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.672025Z

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.

source=pdf_text observed=2026-08-06T15:36:13.195046Z digest=sha256:eec80e6177ebc210c810ed9c4ffa5456472faf163da39dc283d10f927bc07475

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.653448Z

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.

source=pdf_text observed=2026-08-06T15:36:13.323221Z digest=sha256:49a56a8bd0515ecbbe4b4233c3c2e951bc51a180d28b107db54a40411578b89a

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:36:13.425439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:13.425439Z digest=sha256:49353329d78059c7ceff15c6b3179112c63372fad8dcc298bee1f17b8140fba2

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:36:13.486655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:13.486655Z digest=sha256:49fe846d6707726d54fcbebea5c2d2e243fb32ff5b13efb55a1db8d9cb2477a5

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.622642Z

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.

source=pdf_text observed=2026-08-06T15:36:13.591512Z digest=sha256:93ac169aee443fe2483ed959386bdb434cf87dc3990cdd6a9846ef3c98016c20

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.602637Z

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.

source=pdf_text observed=2026-08-06T15:36:13.657000Z digest=sha256:6b9d19c1b4c40f5452fafb4a888fc216b853514d2ceb4de65619469e03899f87

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.583284Z

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.

source=pdf_text observed=2026-08-06T15:36:13.741301Z digest=sha256:f499fb5de3bbbb0c599c4495eb3c99f1515d5b6b2a3e8eb7875b30fa81290b49

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:36:13.846594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:13.846594Z digest=sha256:dc11a07ece6b893f8d42477ad79c706d315a6242dfb322d6bc75dc048792c8cc

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:36:13.932774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:13.932774Z digest=sha256:2ee3a88df942a1642e4bef4954a36d7286079217d5cd327ad96b73e059b71271

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.553880Z

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.

source=pdf_text observed=2026-08-06T15:36:14.015237Z digest=sha256:425847b9fd144a816376bc02227a612d7ff21244e7dc224d49e8aa70c78ea4eb

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:36:14.104612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:14.104612Z digest=sha256:3c948d3f3969b9aa2a36216503cd912ecbdd0dcc80e5ad5a0bdafe2715f25d91

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:36:14.181513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:14.181513Z digest=sha256:adc1dd0e3a6cd7cdebf71771c6ae8def95ea8ecdcb85fba2848f56e7a0fa443b

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

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:36:20.510604Z

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.

source=pdf_text observed=2026-08-06T15:36:14.288387Z digest=sha256:34936495fb381c37794803d36d470d4e83ff972d98e173374ae87959e42a27b8

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.483133Z

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.

source=pdf_text observed=2026-08-06T15:36:14.356562Z digest=sha256:b5dee570cb48dfb3860744b33af3cbb311675d1933f84392f2f34580e448f4e3

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.458231Z

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.

source=pdf_text observed=2026-08-06T15:36:14.424562Z digest=sha256:362fe25291f24f526f934873f13993f99dd85f4dd118945f5df013939e95e3d6

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.438830Z

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.

source=pdf_text observed=2026-08-06T15:36:14.506188Z digest=sha256:3e83facc130cf001ad3a6a24aa5b252d9ba0a01c7fac3cffaaa8297272c7e81c

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.415682Z

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.

source=pdf_text observed=2026-08-06T15:36:14.577130Z digest=sha256:b867d460480f1880efdb503cb4a068207f91dd91316d2a969631b7a248841ce7

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.396360Z

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.

source=pdf_text observed=2026-08-06T15:36:14.691364Z digest=sha256:660a91a0f5358668fa69c065c27029bac8591d73575a91a3eca74b561c64f285

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:36:14.758596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:14.758596Z digest=sha256:7c312f8bf536d45e8a800ec6a8cd9c696670cb03b922cc7539c27d451d73ddbc

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.377258Z

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.

source=pdf_text observed=2026-08-06T15:36:14.894472Z digest=sha256:8726785d388fc00cee7cda4083ef43c3855dc5d030720504a3cc3d75564235fb

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.358954Z

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.

source=pdf_text observed=2026-08-06T15:36:14.977556Z digest=sha256:14cc7e1471323b9ad5d973b8fa1c36591e6c098222e8f9d0fc397a64108164be

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.342257Z

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.

source=pdf_text observed=2026-08-06T15:36:15.058495Z digest=sha256:4870dde8c8326d9af1b951fbd336da1f59c576b9e1ef07a4e452f1d6b1c25a96

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.321842Z

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.

source=pdf_text observed=2026-08-06T15:36:15.138208Z digest=sha256:cc2ea5fb70427dcdb86bba76e779bfe682e974066b76c773d790a4683c4e9ef1

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:36:15.223472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:15.223472Z digest=sha256:52cefc4d1b2d014ae50ed1f08a359477591f050e8ff8c93bc43059fbf4e1e754

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:36:20.300701Z

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.

source=pdf_text observed=2026-08-06T15:36:15.282448Z digest=sha256:9175997a71c89b8431d245064903f0a8f09df852f6612d9950b723634dac7355

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:36:15.342830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:15.342830Z digest=sha256:edc6143ecba485347f6791b24b355f83f969a91d06504ce8e66d2b86713e62b9

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

Resolution
verified fuzzy
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:15.447196Z digest=sha256:47d70ea5fce2a4d73fd52ca2273ddee9047c7c982d2ad4d3b60eac03b09882ac

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

Resolution
verified fuzzy
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:15.586397Z digest=sha256:a4f8f9cceb54ccc63c2578e8f2204d1945198da5c48f85d09d040169cccd5b0a

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

Resolution
verified fuzzy
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:15.684872Z digest=sha256:8468a4806ff35086ecad7089311bc582758ce13b1c571f99c148e84633269e35

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

Resolution
verified fuzzy
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:15.835139Z digest=sha256:8495b76f0d7a9ae2372c7e9d65405b8a20f01f901fdb81e92e0d02cb97592d2a

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

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:15.941606Z digest=sha256:de71d7ea5744da1dcfa04a09b0813429323b13bff2bfe7dc4bc553e7ae267d44

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:36:16.092560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:36:16.092560Z digest=sha256:23aee4fcbf0b6387f59c5a9f901db07a276f8cda4091b4313c4c520fb54d5798

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

Resolution
unresolved
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:e3801ef8d93aef6e6a1691af87a1d3ed5f6992033af88619ee076fb1f3c1c00c

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

Resolution
unresolved
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=sha256:7ba7d02f811e3499cbbc2cf95b9f93c679067231dcc6e730d378e4d65cd7a215

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

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:16.469208Z digest=sha256:4d6b7c4e64fca5ecb187fb6c2db912736358402d25202dd40681b5ec50d94946

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:16.621980Z digest=sha256:cc2064382ecd5de1ef063b03b88e87b72f259aa21c9b9f5d555e294096abbc7e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:16.847653Z digest=sha256:cf15d9effb8ec031333931b9d4f0fe75f58c09209c5ed2a0c8e40757a02454ba

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:16.938320Z digest=sha256:c0390fe5e188f3737d27b94f2935c09c5847c7b9c7e129c6ea309328dcefa82c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:17.028398Z digest=sha256:f2ba03b9d0576b4082109b2c9448e5f7f14e2805072f48d6da4179b46680cf8a

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

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:17.147387Z digest=sha256:4fcb8831ca0d033c88da545667c51f0a124da50e701b7762da737da1380be921

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:17.260544Z digest=sha256:42587fd782a4edf260398af89113ad0814af1005dffb3e4dc87d3618532a6257

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

Resolution
verified fuzzy
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:17.361189Z digest=sha256:a3ebabad787cd31db6b1dcea5e7158729250423351301522e1ab0f0cfefe27af

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

Resolution
verified fuzzy
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:17.459479Z digest=sha256:c3a15c73db194c9a04a77ec62862bca731cfbb1477c70a327b877cd60dd6421d

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

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:17.538190Z digest=sha256:96b9181ca68c3c3706c8dac1889f8f8f43c8d7bb7a6258c01bdbf03bb9448f1b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:17.669651Z digest=sha256:bf9267fba73b25f771a38bfbc768d4715d73ccb850fe08fa3295f796f5da2338

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:17.735963Z digest=sha256:ce6ab89ffe87272f62c0e2ed74b8c7c792881dac632afdd5bd9aab2f7fa31026

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

Resolution
unresolved
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=sha256:10f93cd7e912b5decb3117cc8807074e07ad9407b90ba74908a3fab9e9ef096e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:17.869087Z digest=sha256:4bc619298ae2d871367bdd3e2de1a9e7b1ec077357a1339b0848278318791ad9

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

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:17.972617Z digest=sha256:369a2ba4c7572b1b1f174da900ee5e43dbe2f91e34e65fe6f1c82456a26d94e5

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

Resolution
verified fuzzy
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:18.090838Z digest=sha256:39a1990f80b213455037c23c3f6741dbb1bce264078d3522752506393889ab50

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

Resolution
verified fuzzy
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:18.169260Z digest=sha256:81ed690eafd17753e62814558d22dd8649d4d606c3f7dcb18deed2c5a5bb0961

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

Resolution
verified fuzzy
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:18.385779Z digest=sha256:397328896acf4955f4ea9f032bee9154022cd492b70ad61f5ca0a5cf077a729e

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

Resolution
unresolved
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:de40160e0a12d275b13bbff0816bd47a89e6748ee4efc963e48d01cc8cdbd49d

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

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:18.665662Z digest=sha256:f18b351e90ddb1effb840fe8524c0c336e3280af6caa6598585fff660a583258

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

Resolution
unresolved
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=sha256:48728d60f0ab05c45e0be05cfc4edc5ba14d29e838028acacbe7ed2f0ae83413

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=sha256:4ebd484bde19f4411a19dcbcbdcd97d8e2c055b8e324113c27d84d7c6e293ebc

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:19.017651Z digest=sha256:26d09e3088e3e63df0022d46801d87f9b3980a9ff8ce3e5edbec7d9fa31a10a2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:19.156847Z digest=sha256:627abbf24f58fbde8c7dae8d3e3f90672ab5180db96eab0a3049ea9b2c4edd35

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

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:19.265377Z digest=sha256:5273d042eb6db7e3a8063849945848748a1496c7c8c0efc996e09c6994380fa8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:19.395490Z digest=sha256:8b1e9bf9815984ec09a168fad83a4e253631180d2c6376b71f3bb935d57ad293

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:36:19.443783Z digest=sha256:ad529d8ec10ff197066e890570f8cc221660f56fca80fac0d458dfb390974a6b

Pith citing papers

No inbound Pith citation observations are available.