Dynamic Scene Understanding from Vision-Language Representations | Paper Citation Record

Observation aac75950-44cf-4b22-a26d-c667546e7da8 · outbound

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

Dynamic Scene Understanding from Vision-Language Representations Flamingo: a visual language model for few-shot learning

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.859186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 95eef835-4dac-40c8-ad97-aca0a8909734 · outbound

This paper cites Learning human- human interactions in images from weak textual supervision.

Dynamic Scene Understanding from Vision-Language Representations Learning human- human interactions in images from weak textual supervision

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.847754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2e3a36a5-775a-497f-a6de-cf45e09c9500 · outbound

This paper cites Zero-shot learning via visual abstraction.

Dynamic Scene Understanding from Vision-Language Representations Zero-shot learning via visual abstraction

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.835676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 631fb98c-5f95-4ebc-a278-141f848b5558 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Dynamic Scene Understanding from Vision-Language Representations Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.068523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01422b37-2dda-430c-9b9b-e0508b190b53 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Dynamic Scene Understanding from Vision-Language Representations On the Opportunities and Risks of Foundation Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.072486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f63c90eb-eab9-483f-bdf6-d8980f63670e · outbound

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

Dynamic Scene Understanding from Vision-Language Representations End-to- end object detection with transformers

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.824996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bfd6cce4-ae8b-4d02-93b2-e246e6da1e8b · outbound

This paper cites Quo vadis, action recognition? a new model and the kinetics dataset.

Dynamic Scene Understanding from Vision-Language Representations Quo vadis, action recognition? a new model and the kinetics dataset

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.814499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 57c6dedb-17bf-41ee-b038-dbacff56251d · outbound

This paper cites A comprehensive survey of scene graphs: Generation and application.

Dynamic Scene Understanding from Vision-Language Representations A comprehensive survey of scene graphs: Generation and application

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.804672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8b25b575-0c75-45d3-af43-bd3c774dfaf2 · outbound

This paper cites Hico: A benchmark for recognizing human-object interactions in images.

Dynamic Scene Understanding from Vision-Language Representations Hico: A benchmark for recognizing human-object interactions in images

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.084523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb4750d0-d381-41ab-a303-8b1fe6e0c5a8 · outbound

This paper cites Learning to detect human-object interactions.

Dynamic Scene Understanding from Vision-Language Representations Learning to detect human-object interactions

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.789523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8ecd477b-6191-482f-b123-7c1ebd7e0fde · outbound

This paper cites ViStruct: Visual structural knowledge extrac- tion via curriculum guided code-vision representation.

Dynamic Scene Understanding from Vision-Language Representations ViStruct: Visual structural knowledge extrac- tion via curriculum guided code-vision representation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.779720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 703cb924-8b57-4947-b998-0bb4fd614917 · outbound

This paper cites Collab- orative transformers for grounded situation recognition.

Dynamic Scene Understanding from Vision-Language Representations Collab- orative transformers for grounded situation recognition

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.770916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c3e88180-8913-47f4-b6cc-6dce707d9aef · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

Dynamic Scene Understanding from Vision-Language Representations Imagenet: A large-scale hierarchical image database

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.096460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc8823df-6244-410f-8731-49f1861b40b0 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Dynamic Scene Understanding from Vision-Language Representations An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.099971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2a25918-65f4-498b-aa88-02903cfe5efb · outbound

This paper cites Background to framenet.

Dynamic Scene Understanding from Vision-Language Representations Background to framenet

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.755417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c50a6fcd-c9b3-4f4a-910f-d266a34cc0dd · outbound

This paper cites Deep residual learning for image recognition.

Dynamic Scene Understanding from Vision-Language Representations Deep residual learning for image recognition

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.107173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d36cdb7d-015d-4418-ac90-b97eb910394b · outbound

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

Dynamic Scene Understanding from Vision-Language Representations LoRA: Low-Rank Adaptation of Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.111156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b4871c5-eb6a-406d-bbe7-8768b5cae342 · outbound

This paper cites Language is not all you need: Aligning perception with language mod- els.

Dynamic Scene Understanding from Vision-Language Representations Language is not all you need: Aligning perception with language mod- els

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.740016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation aec5140f-b0fe-4f2f-a6f8-e9feafad167f · outbound

This paper cites What to look at and where: Se- mantic and spatial refined transformer for detecting human- object interactions.

Dynamic Scene Understanding from Vision-Language Representations What to look at and where: Se- mantic and spatial refined transformer for detecting human- object interactions

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.729962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 98cf085f-0afa-468b-8912-494579e34914 · outbound

This paper cites Scaling up visual and vision-language representa- tion learning with noisy text supervision.

Dynamic Scene Understanding from Vision-Language Representations Scaling up visual and vision-language representa- tion learning with noisy text supervision

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.121047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a19a440-f42a-4ffd-a385-85b6b616842c · outbound

This paper cites Detrs with hybrid matching.

Dynamic Scene Understanding from Vision-Language Representations Detrs with hybrid matching

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.713768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a9f55ce5-6d81-41ca-8df5-214fd0312358 · outbound

This paper cites Otter: A Multi-Modal Model with In-Context Instruction Tuning.

Dynamic Scene Understanding from Vision-Language Representations Otter: A Multi-Modal Model with In-Context Instruction Tuning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.127943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f0b8a0b-db11-4d83-b250-48c870406467 · outbound

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

Dynamic Scene Understanding from Vision-Language Representations Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.704084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 69f40340-b426-4e15-8022-a297db112620 · outbound

This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.

Dynamic Scene Understanding from Vision-Language Representations Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.693920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9b6046be-2011-4ef4-a4bd-bc198685ad87 · outbound

This paper cites Gen-vlkt: Simplify association and enhance 9 interaction understanding for hoi detection.

Dynamic Scene Understanding from Vision-Language Representations Gen-vlkt: Simplify association and enhance 9 interaction understanding for hoi detection

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.683874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c75e00cd-606a-454b-89dc-adbcbd5198a3 · outbound

This paper cites Microsoft coco: Common objects in context.

Dynamic Scene Understanding from Vision-Language Representations Microsoft coco: Common objects in context

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.674358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e587661f-7457-4d75-b58f-b5f7adca23f5 · outbound

This paper cites Clip is also an efficient segmenter: A text-driven approach for weakly supervised semantic segmentation.

Dynamic Scene Understanding from Vision-Language Representations Clip is also an efficient segmenter: A text-driven approach for weakly supervised semantic segmentation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.141758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 203f3056-d11b-457e-9bc2-9ece97e445d0 · outbound

This paper cites Visual instruction tuning.

Dynamic Scene Understanding from Vision-Language Representations Visual instruction tuning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.144571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 173a6cd4-a4b5-47de-8e6f-d99d2fd8b58e · outbound

This paper cites Visual instruction tuning.

Dynamic Scene Understanding from Vision-Language Representations Visual instruction tuning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.147466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28eadd23-0bcd-4653-ad1c-edd404ef1899 · outbound

This paper cites Open scene understanding: Grounded situation recognition meets segment anything for helping people with visual im- pairments.

Dynamic Scene Understanding from Vision-Language Representations Open scene understanding: Grounded situation recognition meets segment anything for helping people with visual im- pairments

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.149991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41189d75-9cf3-48b8-8ba5-e29d2e20b99e · outbound

This paper cites Image segmenta- tion using text and image prompts.

Dynamic Scene Understanding from Vision-Language Representations Image segmenta- tion using text and image prompts

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.641316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1b30bbb4-4a3a-462d-90ea-c3b706b46657 · outbound

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

Dynamic Scene Understanding from Vision-Language Representations Clip4hoi: Towards adapting clip for practi- cal zero-shot hoi detection

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.631662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ff2e719c-5f1c-46f5-b7f8-5eebdb0b2c27 · outbound

This paper cites ClipCap: CLIP Prefix for Image Captioning.

Dynamic Scene Understanding from Vision-Language Representations ClipCap: CLIP Prefix for Image Captioning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.158092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2de3706-8bd1-40e1-953d-94b84f2f6800 · outbound

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

Dynamic Scene Understanding from Vision-Language Representations Hoiclip: Efficient knowledge transfer for hoi detection with vision-language models

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.622766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7827cb2b-6ab9-49b2-a6e6-498547c4e7a9 · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

Dynamic Scene Understanding from Vision-Language Representations DINOv2: Learning Robust Visual Features without Supervision

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.164848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01ecefc0-edab-4d95-bab2-38ae20cf08c2 · outbound

This paper cites Kosmos-2: Grounding Multimodal Large Language Models to the World.

Dynamic Scene Understanding from Vision-Language Representations Kosmos-2: Grounding Multimodal Large Language Models to the World

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.168429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0b6bd39-9a9c-4e0f-b8e5-92328280020d · outbound

This paper cites Grounded situation recognition.

Dynamic Scene Understanding from Vision-Language Representations Grounded situation recognition

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.613873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 36fd30a8-89be-4a73-ac93-645cafdb9a72 · outbound

This paper cites Learn- ing transferable visual models from natural language super- vision.

Dynamic Scene Understanding from Vision-Language Representations Learn- ing transferable visual models from natural language super- vision

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.604554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 64b6a403-d32d-4f5e-8218-9aa542878d80 · outbound

This paper cites Robotic vision for human-robot interaction and collaboration: A survey and systematic re- view.

Dynamic Scene Understanding from Vision-Language Representations Robotic vision for human-robot interaction and collaboration: A survey and systematic re- view

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.595466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d350ddd5-f586-429d-8707-baa5abe9cd7d · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

Dynamic Scene Understanding from Vision-Language Representations High-resolution image synthesis with latent diffusion models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.181632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f45f3ff3-3435-493c-87a2-7df579bb0a82 · outbound

This paper cites Clip- situ: Effectively leveraging clip for conditional predictions in situation recognition.

Dynamic Scene Understanding from Vision-Language Representations Clip- situ: Effectively leveraging clip for conditional predictions in situation recognition

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.580244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 127bb760-d0e2-4bf0-b721-374d14b86ab8 · outbound

This paper cites Ut-interaction dataset, icpr contest on semantic description of human activities (sdha).

Dynamic Scene Understanding from Vision-Language Representations Ut-interaction dataset, icpr contest on semantic description of human activities (sdha)

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.571391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 97dbb885-b995-46bc-990c-daac2e0537cd · outbound

This paper cites BLEURT: Learning Robust Metrics for Text Generation.

Dynamic Scene Understanding from Vision-Language Representations BLEURT: Learning Robust Metrics for Text Generation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.191112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3816ec7c-6c74-4cb7-b9cb-efa396178278 · outbound

This paper cites Analyzing human– human interactions: A survey.

Dynamic Scene Understanding from Vision-Language Representations Analyzing human– human interactions: A survey

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.561295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 10e15eda-365b-4947-b854-62f591b869b4 · outbound

This paper cites Generative multimodal mod- els are in-context learners.

Dynamic Scene Understanding from Vision-Language Representations Generative multimodal mod- els are in-context learners

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.197813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f40e930-6501-479f-aff6-e125cda380c4 · outbound

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

Dynamic Scene Understanding from Vision-Language Representations Qpic: Query-based pairwise human-object interaction detec- tion with image-wide contextual information

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.200832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87e9cac3-da5f-49a0-9d3a-05c94c91d1fc · outbound

This paper cites Learning latent temporal structure for complex event detection.

Dynamic Scene Understanding from Vision-Language Representations Learning latent temporal structure for complex event detection

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.538545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 86b04a56-3d0e-4dee-bdb7-443a672c3542 · outbound

This paper cites Learning spatiotemporal features with 3d convolutional networks.

Dynamic Scene Understanding from Vision-Language Representations Learning spatiotemporal features with 3d convolutional networks

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.528475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1d9f3e91-2a1a-4368-9bce-da217fdc3560 · outbound

This paper cites ActionCLIP: A New Paradigm for Video Action Recognition.

Dynamic Scene Understanding from Vision-Language Representations ActionCLIP: A New Paradigm for Video Action Recognition

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.208421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d29cfbf7-2dcc-4779-aaab-4305283204c6 · outbound

This paper cites Cris: Clip- driven referring image segmentation.

Dynamic Scene Understanding from Vision-Language Representations Cris: Clip- driven referring image segmentation

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.518750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8357c391-7ff1-48fc-8cb8-d09e3603ec84 · outbound

This paper cites Rethinking the two-stage framework for grounded sit- uation recognition.

Dynamic Scene Understanding from Vision-Language Representations Rethinking the two-stage framework for grounded sit- uation recognition

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.509425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4d4757c7-835d-4760-bafa-ec89c30a47a7 · outbound

This paper cites Rec- ognize complex events from static images by fusing deep channels.

Dynamic Scene Understanding from Vision-Language Representations Rec- ognize complex events from static images by fusing deep channels

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.499989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 40e3df64-9735-4a28-aec7-cafe846af708 · outbound

This paper cites Recognizing proxemics in personal photos.

Dynamic Scene Understanding from Vision-Language Representations Recognizing proxemics in personal photos

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.490090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d9a2302c-2e38-4d47-8166-9ab607be7c5d · outbound

This paper cites Situa- tion recognition: Visual semantic role labeling for image understanding.

Dynamic Scene Understanding from Vision-Language Representations Situa- tion recognition: Visual semantic role labeling for image understanding

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.481079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1fc5b6a0-4560-4c77-94cf-9e8393e3030d · outbound

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

Dynamic Scene Understanding from Vision-Language Representations Rlip: Rela- tional language-image pre-training for human-object inter- action detection

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.463025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a632b5bf-5002-4f11-9363-c366041d74ac · outbound

This paper cites Rlipv2: Fast scaling of re- lational language-image pre-training.

Dynamic Scene Understanding from Vision-Language Representations Rlipv2: Fast scaling of re- lational language-image pre-training

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.453244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a3ee7e89-a783-4f6c-9663-796d404fb7b0 · outbound

This paper cites Lit: Zero-shot transfer with locked-image text tuning.

Dynamic Scene Understanding from Vision-Language Representations Lit: Zero-shot transfer with locked-image text tuning

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.443341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a96dc666-14e7-48e0-b7b5-af39e5851057 · outbound

This paper cites Zhang, Dylan Campbell, and Stephen Gould.

Dynamic Scene Understanding from Vision-Language Representations Zhang, Dylan Campbell, and Stephen Gould

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.432872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4fd9d762-a0b8-4a76-a702-5de0f1674ac7 · outbound

This paper cites Zhang, Yuhui Yuan, Dylan Campbell, Zhuoyao Zhong, and Stephen Gould.

Dynamic Scene Understanding from Vision-Language Representations Zhang, Yuhui Yuan, Dylan Campbell, Zhuoyao Zhong, and Stephen Gould

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.423024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 903ec1a6-83d9-435b-ae74-c067191ce6b8 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

Dynamic Scene Understanding from Vision-Language Representations OPT: Open Pre-trained Transformer Language Models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.241423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92e5280f-c78a-4577-9639-a71346507a45 · outbound

This paper cites Zegclip: Towards adapting clip for zero-shot se- mantic segmentation.

Dynamic Scene Understanding from Vision-Language Representations Zegclip: Towards adapting clip for zero-shot se- mantic segmentation

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:04:29.412879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 93ec1946-844a-4ce5-b39c-6318c576862c · outbound

This paper cites Scene Graph Generation: A Comprehensive Survey.

Dynamic Scene Understanding from Vision-Language Representations Scene Graph Generation: A Comprehensive Survey

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.248093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dc5a034-c241-4ee0-b834-9ed607815125 · outbound

This paper cites A Comprehensive Study of Deep Video Action Recognition.

Dynamic Scene Understanding from Vision-Language Representations A Comprehensive Study of Deep Video Action Recognition

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:29.251417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6596321f-a215-413d-98bc-57a47de3d03b · outbound

This paper cites an unresolved cited work.

Dynamic Scene Understanding from Vision-Language Representations Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:04:29.401574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1356fec0-a3f6-4e6c-96b2-c9188483b343 · outbound

This paper cites an unresolved cited work.

Dynamic Scene Understanding from Vision-Language Representations Unresolved cited work

Reference 2016

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:04:29.472198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers