DistinctAD: Distinctive Audio Description Generation in Contexts | Paper Citation Record

Observation 02369d82-26c8-4448-8328-7213f3562022 · outbound

This paper cites https://github.

DistinctAD: Distinctive Audio Description Generation in Contexts https://github

Reference 1

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Observation eb38ada4-d5fa-40e8-a7e9-e286e73ee22b · outbound

This paper cites GPT-4 Technical Report.

DistinctAD: Distinctive Audio Description Generation in Contexts GPT-4 Technical Report

Reference 2

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Observation 4fb03a4b-c28f-42c8-a36f-240869edfd83 · outbound

This paper cites Llama 3 model card.

DistinctAD: Distinctive Audio Description Generation in Contexts Llama 3 model card

Reference 3

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Observation d7808cea-a78d-4ccf-9e44-d48708a49cd3 · outbound

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

DistinctAD: Distinctive Audio Description Generation in Contexts Flamingo: a visual language model for few-shot learning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.043031Z

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Observation f17910fa-f342-4a37-a905-be84e39eea45 · outbound

This paper cites Spice: Semantic propositional image cap- tion evaluation.

DistinctAD: Distinctive Audio Description Generation in Contexts Spice: Semantic propositional image cap- tion evaluation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.048062Z

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Observation 3fb462c2-41ef-4a96-a49e-6d361bfa05e6 · outbound

This paper cites Condensed movies: Story based retrieval with con- textual embeddings.

DistinctAD: Distinctive Audio Description Generation in Contexts Condensed movies: Story based retrieval with con- textual embeddings

Reference 6

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Observation 9e3b12e7-a13d-421b-9677-d07840be8bf3 · outbound

This paper cites WhisperX: Time-Accurate Speech Transcription of Long-Form Audio.

DistinctAD: Distinctive Audio Description Generation in Contexts WhisperX: Time-Accurate Speech Transcription of Long-Form Audio

Reference 7

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Observation 076c5170-ea3d-43ec-a676-3442d7555ced · outbound

This paper cites Livedescribe: can amateur describers create high-quality audio description? Journal of Visual Impairment & Blindness, 106(3):154–165,.

DistinctAD: Distinctive Audio Description Generation in Contexts Livedescribe: can amateur describers create high-quality audio description? Journal of Visual Impairment & Blindness, 106(3):154–165,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.064337Z

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Observation c7af109e-deea-41ea-9e70-80cbe62e5a6e · outbound

This paper cites End-to-end speaker seg- mentation for overlap-aware resegmentation.

DistinctAD: Distinctive Audio Description Generation in Contexts End-to-end speaker seg- mentation for overlap-aware resegmentation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.069791Z

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Observation 3f495fa8-dcb0-40bb-95ca-2b6b659f319d · outbound

This paper cites Pyannote.

DistinctAD: Distinctive Audio Description Generation in Contexts Pyannote

Reference 10

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Observation 343971bb-4cce-468e-9f84-5981aadac8a6 · outbound

This paper cites Groupcap: Group-based image captioning with structured relevance and diversity constraints.

DistinctAD: Distinctive Audio Description Generation in Contexts Groupcap: Group-based image captioning with structured relevance and diversity constraints

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.751384Z

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Observation c4d87e84-4245-486e-b5e9-a29d8bc02f6b · outbound

This paper cites Towards bridging event captioner and sentence localizer for weakly supervised dense event captioning.

DistinctAD: Distinctive Audio Description Generation in Contexts Towards bridging event captioner and sentence localizer for weakly supervised dense event captioning

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.736099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation febee165-4f08-4e3a-a0a8-c454cf5c36c7 · outbound

This paper cites LLM-AD: Large Language Model based Audio Description System.

DistinctAD: Distinctive Audio Description Generation in Contexts LLM-AD: Large Language Model based Audio Description System

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.092465Z

Source-reported events for the cited work

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Observation 95a61deb-f6e9-4959-b44c-01c58659e772 · outbound

This paper cites The ides of march.

DistinctAD: Distinctive Audio Description Generation in Contexts The ides of march

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.720897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7d9787e5-9fbd-43d6-bab4-ecd5d9b3e214 · outbound

This paper cites Contrastive learning for image cap- tioning.

DistinctAD: Distinctive Audio Description Generation in Contexts Contrastive learning for image cap- tioning

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.706567Z

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Observation 43ab6fd3-6bb2-4d83-a571-6a99b8739eb2 · outbound

This paper cites Maximum likelihood from incomplete data via the em al- gorithm.

DistinctAD: Distinctive Audio Description Generation in Contexts Maximum likelihood from incomplete data via the em al- gorithm

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.691399Z

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Observation 62983dfc-f032-44d7-bc9d-696460ca8dd3 · outbound

This paper cites Sketch, ground, and refine: Top-down dense video caption- ing.

DistinctAD: Distinctive Audio Description Generation in Contexts Sketch, ground, and refine: Top-down dense video caption- ing

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.676885Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6b948ab6-4590-4931-9d80-9582089132b1 · outbound

This paper cites Describing differences in image sets with natural language.

DistinctAD: Distinctive Audio Description Generation in Contexts Describing differences in image sets with natural language

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.662408Z

Source-reported events for the cited work

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Observation f8138907-0ea8-4c08-a8a8-2d55280fd1c7 · outbound

This paper cites An introduction to audio description: A prac- tical guide, 2016.

DistinctAD: Distinctive Audio Description Generation in Contexts An introduction to audio description: A prac- tical guide, 2016

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.647408Z

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Observation 2200baab-6ac4-4870-9f70-d4dffe0e3e65 · outbound

This paper cites Autoad: Movie description in context.

DistinctAD: Distinctive Audio Description Generation in Contexts Autoad: Movie description in context

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.632668Z

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Observation 2321d48f-f5e8-4f29-a8d1-8b8d0623b92a · outbound

This paper cites Autoad ii: The sequel-who, when, and what in movie audio description.

DistinctAD: Distinctive Audio Description Generation in Contexts Autoad ii: The sequel-who, when, and what in movie audio description

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.618232Z

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Observation 53171eea-5a48-4554-aa1d-239d3fa6737a · outbound

This paper cites Autoad iii: The prequel-back to the pixels.

DistinctAD: Distinctive Audio Description Generation in Contexts Autoad iii: The prequel-back to the pixels

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.602198Z

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Observation 33a2fcf4-4b2a-4ea7-8218-a032e2be1d59 · outbound

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

DistinctAD: Distinctive Audio Description Generation in Contexts LoRA: Low-Rank Adaptation of Large Language Models

Reference 23

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Observation c9c2f81e-e134-450c-8a47-d2076cd99df9 · outbound

This paper cites A better use of audio-visual cues: Dense video captioning with bi-modal transformer.

DistinctAD: Distinctive Audio Description Generation in Contexts A better use of audio-visual cues: Dense video captioning with bi-modal transformer

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.586799Z

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Observation 97f9ed30-2ff2-4ae7-bf0c-6ddf308c2093 · outbound

This paper cites Multi-modal dense video captioning.

DistinctAD: Distinctive Audio Description Generation in Contexts Multi-modal dense video captioning

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.570936Z

Source-reported events for the cited work

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Observation 97b1dc59-f90d-4f59-84b6-71e80a5e9d0c · outbound

This paper cites Expectation- maximization contrastive learning for compact video-and- language representations.

DistinctAD: Distinctive Audio Description Generation in Contexts Expectation- maximization contrastive learning for compact video-and- language representations

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.555158Z

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Observation e8d4ac44-a001-468e-a96b-75e5294b8943 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

DistinctAD: Distinctive Audio Description Generation in Contexts Adam: A Method for Stochastic Optimization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.167142Z

Source-reported events for the cited work

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Observation 6de8d026-4d86-4e88-81b4-03bda2214312 · outbound

This paper cites Dense-captioning events in videos.

DistinctAD: Distinctive Audio Description Generation in Contexts Dense-captioning events in videos

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.537697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2a8f33be-f36f-4294-be23-3a669671dc14 · outbound

This paper cites Tvqa: Localized, compositional video question answering.

DistinctAD: Distinctive Audio Description Generation in Contexts Tvqa: Localized, compositional video question answering

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.519937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 27a36bf9-0566-4db7-abb9-5eb73b72a5f8 · outbound

This paper cites Deep dive: How audio description benefits ev- eryone, 2021.

DistinctAD: Distinctive Audio Description Generation in Contexts Deep dive: How audio description benefits ev- eryone, 2021

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.503708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 23c28d39-e743-4b41-85f4-e50ea3378951 · outbound

This paper cites MIMIC-IT: Multi-Modal In-Context Instruction Tuning.

DistinctAD: Distinctive Audio Description Generation in Contexts MIMIC-IT: Multi-Modal In-Context Instruction Tuning

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.188334Z

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Observation 8b2cd985-cdd6-45d3-91ab-68ea8e942daf · outbound

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

DistinctAD: Distinctive Audio Description Generation in Contexts Otter: A Multi-Modal Model with In-Context Instruction Tuning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.193344Z

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Observation ab03d617-461f-43e0-b03a-772e6a86c436 · outbound

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

DistinctAD: Distinctive Audio Description Generation in Contexts BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.199014Z

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Observation 9b1eea9f-6c29-4b92-9086-f7b5d762f49c · outbound

This paper cites Expectation-maximization attention net- works for semantic segmentation.

DistinctAD: Distinctive Audio Description Generation in Contexts Expectation-maximization attention net- works for semantic segmentation

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.487462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3d624013-759a-42c4-a3e0-b7ef25019bf5 · outbound

This paper cites Jointly localizing and describing events for dense video captioning.

DistinctAD: Distinctive Audio Description Generation in Contexts Jointly localizing and describing events for dense video captioning

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.471370Z

Source-reported events for the cited work

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Observation c74c845f-9177-4355-ac63-301279123e91 · outbound

This paper cites Rouge: A package for automatic evaluation of summaries.

DistinctAD: Distinctive Audio Description Generation in Contexts Rouge: A package for automatic evaluation of summaries

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.214883Z

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Observation 3b1b0724-63d7-4730-be95-1ac1a0ced0bd · outbound

This paper cites Swinbert: End-to-end transformers with sparse attention for video cap- tioning.

DistinctAD: Distinctive Audio Description Generation in Contexts Swinbert: End-to-end transformers with sparse attention for video cap- tioning

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.444961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a3e0faf7-77be-4fb1-bb49-14965fc28da5 · outbound

This paper cites MM-VID: Advancing Video Understanding with GPT-4V(ision).

DistinctAD: Distinctive Audio Description Generation in Contexts MM-VID: Advancing Video Understanding with GPT-4V(ision)

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.227041Z

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Observation 22704919-9201-4f2c-85f9-42851797e616 · outbound

This paper cites Learning Video Context as Interleaved Multimodal Sequences.

DistinctAD: Distinctive Audio Description Generation in Contexts Learning Video Context as Interleaved Multimodal Sequences

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-12T11:30:20.692183Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 435a6317-223f-4459-a81e-719b83a7ced4 · outbound

This paper cites Swem: Towards real- time video object segmentation with sequential weighted expectation-maximization.

DistinctAD: Distinctive Audio Description Generation in Contexts Swem: Towards real- time video object segmentation with sequential weighted expectation-maximization

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.428781Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7651313a-096d-4a23-beef-af6b83729484 · outbound

This paper cites Visual instruction tuning.

DistinctAD: Distinctive Audio Description Generation in Contexts Visual instruction tuning

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.245406Z

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Observation b28c05f9-66b4-4dc8-85f7-c5c1c551cb50 · outbound

This paper cites Show, tell and discriminate: Image captioning by self-retrieval with partially labeled data.

DistinctAD: Distinctive Audio Description Generation in Contexts Show, tell and discriminate: Image captioning by self-retrieval with partially labeled data

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.403443Z

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Observation 0aca757f-273d-446c-88ab-8bd49d920e18 · outbound

This paper cites Decoupled Weight Decay Regularization.

DistinctAD: Distinctive Audio Description Generation in Contexts Decoupled Weight Decay Regularization

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.255802Z

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Observation a5e8bd5c-3fb9-47de-be4a-89969db9545b · outbound

This paper cites UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation.

DistinctAD: Distinctive Audio Description Generation in Contexts UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.261336Z

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Observation 3189e427-a8c2-4978-b120-15cb89919346 · outbound

This paper cites Clip4clip: An empirical study of clip for end to end video clip retrieval and captioning.

DistinctAD: Distinctive Audio Description Generation in Contexts Clip4clip: An empirical study of clip for end to end video clip retrieval and captioning

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.388583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ea0e8003-9d20-4679-beb0-cca94e0b46df · outbound

This paper cites Discriminability objective for training de- scriptive captions.

DistinctAD: Distinctive Audio Description Generation in Contexts Discriminability objective for training de- scriptive captions

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.374327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cb499339-aa4e-41f3-a53b-8d8e206e7376 · outbound

This paper cites Howto100m: Learning a text-video embedding by watching hundred million narrated video clips.

DistinctAD: Distinctive Audio Description Generation in Contexts Howto100m: Learning a text-video embedding by watching hundred million narrated video clips

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.358684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 01e3ac2e-6a00-49b3-854c-e17bb462a0f1 · outbound

This paper cites End-to-end learning of visual representations from uncurated instruc- tional videos.

DistinctAD: Distinctive Audio Description Generation in Contexts End-to-end learning of visual representations from uncurated instruc- tional videos

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.342856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 190f2db0-2770-4c52-99eb-25cd897095f7 · outbound

This paper cites ClipCap: CLIP Prefix for Image Captioning.

DistinctAD: Distinctive Audio Description Generation in Contexts ClipCap: CLIP Prefix for Image Captioning

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.286884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86ba81e9-2cf4-4c67-be3a-5de3a0cfffdf · outbound

This paper cites Streamlined dense video captioning.

DistinctAD: Distinctive Audio Description Generation in Contexts Streamlined dense video captioning

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.327232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 425d1255-1895-4219-bb4c-41052895f79c · outbound

This paper cites Text-Only Training for Image Captioning using Noise-Injected CLIP.

DistinctAD: Distinctive Audio Description Generation in Contexts Text-Only Training for Image Captioning using Noise-Injected CLIP

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.298071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f725d40-a227-43e7-8e0d-210d9c0fb16c · outbound

This paper cites Gpt-4v(ision) system card.

DistinctAD: Distinctive Audio Description Generation in Contexts Gpt-4v(ision) system card

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.312297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 73155be7-3987-4e50-ae7c-0f046f603097 · outbound

This paper cites Rescribe: Authoring and automatically editing audio descriptions.

DistinctAD: Distinctive Audio Description Generation in Contexts Rescribe: Authoring and automatically editing audio descriptions

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.297653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3d5f1b69-8075-4b51-9a4a-cc5f5cdb035e · outbound

This paper cites Gains and losses of watching audio described films for sighted viewers.

DistinctAD: Distinctive Audio Description Generation in Contexts Gains and losses of watching audio described films for sighted viewers

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.282629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d906e9e9-9010-472d-bbd9-eaedd8380162 · outbound

This paper cites Micap: A unified model for identity- aware movie descriptions.

DistinctAD: Distinctive Audio Description Generation in Contexts Micap: A unified model for identity- aware movie descriptions

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.267702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 32fceb71-f90f-4330-bdf7-51aaf1b5c16a · outbound

This paper cites Language models are unsu- pervised multitask learners.

DistinctAD: Distinctive Audio Description Generation in Contexts Language models are unsu- pervised multitask learners

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.252571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e7fc0d86-6aa8-4923-b001-1811bc3f9e2c · outbound

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

DistinctAD: Distinctive Audio Description Generation in Contexts Learn- ing transferable visual models from natural language super- vision

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.235740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a8379797-23ed-4c49-ad6f-5e07ed01258c · outbound

This paper cites Watch, listen and tell: Multi-modal weakly supervised dense event captioning.

DistinctAD: Distinctive Audio Description Generation in Contexts Watch, listen and tell: Multi-modal weakly supervised dense event captioning

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.219693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 41155eae-52c5-4b66-a002-c42f19129dd4 · outbound

This paper cites A dataset for movie description.

DistinctAD: Distinctive Audio Description Generation in Contexts A dataset for movie description

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.203727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 38e4d5a2-dcd2-47ee-b8a7-baaecf622c46 · outbound

This paper cites Movie description.

DistinctAD: Distinctive Audio Description Generation in Contexts Movie description

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.188477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 76c7bb5c-52b7-45d5-855c-a215bda12685 · outbound

This paper cites End-to-end generative pretraining for mul- timodal video captioning.

DistinctAD: Distinctive Audio Description Generation in Contexts End-to-end generative pretraining for mul- timodal video captioning

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.172595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a120a116-b88a-4257-8667-6ca8672067df · outbound

This paper cites Conceptual captions: A cleaned, hypernymed, im- age alt-text dataset for automatic image captioning.

DistinctAD: Distinctive Audio Description Generation in Contexts Conceptual captions: A cleaned, hypernymed, im- age alt-text dataset for automatic image captioning

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.155988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 08aeaa94-4788-42df-8cbb-9919bb0cb5a3 · outbound

This paper cites Weakly super- vised dense video captioning.

DistinctAD: Distinctive Audio Description Generation in Contexts Weakly super- vised dense video captioning

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.139712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8f133d76-ee14-4dcf-b1ef-ae42d6434d7a · outbound

This paper cites Dense procedure captioning in narrated instructional videos.

DistinctAD: Distinctive Audio Description Generation in Contexts Dense procedure captioning in narrated instructional videos

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.124630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 20c7e090-9998-4ffa-9abb-d6adec1a1b95 · outbound

This paper cites What does clip know about a red circle? visual prompt engineering for vlms.

DistinctAD: Distinctive Audio Description Generation in Contexts What does clip know about a red circle? visual prompt engineering for vlms

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.108216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 77fa4c38-5a2e-4f7a-9df3-b99f0cb27b5e · outbound

This paper cites Audio description: The visual made verbal.

DistinctAD: Distinctive Audio Description Generation in Contexts Audio description: The visual made verbal

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.091809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 53f767b4-5613-419d-a45e-db061579556f · outbound

This paper cites Mad: A scalable dataset for language grounding in videos from movie audio descriptions.

DistinctAD: Distinctive Audio Description Generation in Contexts Mad: A scalable dataset for language grounding in videos from movie audio descriptions

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.074749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3a248ff5-3b61-4870-a9f7-97a836214593 · outbound

This paper cites Using Descriptive Video Services to Create a Large Data Source for Video Annotation Research.

DistinctAD: Distinctive Audio Description Generation in Contexts Using Descriptive Video Services to Create a Large Data Source for Video Annotation Research

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.386515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae4f3e86-be4d-4912-ac37-7b24bae5ef75 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

DistinctAD: Distinctive Audio Description Generation in Contexts Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.392394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bca22f9a-8009-45ab-ac50-c0965efe2d57 · outbound

This paper cites Visualizing data using t-sne.

DistinctAD: Distinctive Audio Description Generation in Contexts Visualizing data using t-sne

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.397108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 169aabef-6ee4-4c1a-93a9-d4ba8292e72b · outbound

This paper cites Cider: Consensus-based image description evalua- tion.

DistinctAD: Distinctive Audio Description Generation in Contexts Cider: Consensus-based image description evalua- tion

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.402833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad533852-845d-4a22-b577-df1b28341f93 · outbound

This paper cites Joint optimization for cooperative image captioning.

DistinctAD: Distinctive Audio Description Generation in Contexts Joint optimization for cooperative image captioning

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.036154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 75122a52-1e50-4ba9-a7b9-883bc6bcc160 · outbound

This paper cites Contextual AD Narration with Interleaved Multimodal Sequence.

DistinctAD: Distinctive Audio Description Generation in Contexts Contextual AD Narration with Interleaved Multimodal Sequence

Reference 73

Resolution: verified exact; local_arxiv, observed 2026-08-12T11:30:20.579596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c5b510ca-7152-4e1d-9b6a-2f092ffd6b15 · outbound

This paper cites Bidirectional attentive fusion with context gating for dense video captioning.

DistinctAD: Distinctive Audio Description Generation in Contexts Bidirectional attentive fusion with context gating for dense video captioning

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.018153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1dfdf37d-0993-4582-aaaf-97c44303a3b8 · outbound

This paper cites Compare and reweight: Distinctive image caption- ing using similar images sets.

DistinctAD: Distinctive Audio Description Generation in Contexts Compare and reweight: Distinctive image caption- ing using similar images sets

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:21.001138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e6e2cb71-af4a-4e98-b6d2-e9d03477f90c · outbound

This paper cites Group-based distinctive image captioning with mem- ory attention.

DistinctAD: Distinctive Audio Description Generation in Contexts Group-based distinctive image captioning with mem- ory attention

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:20.985825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d05c025b-76ef-482a-a9e0-e7e8875308b5 · outbound

This paper cites On distinctive image captioning via comparing and reweighting.

DistinctAD: Distinctive Audio Description Generation in Contexts On distinctive image captioning via comparing and reweighting

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:20.970502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 52319beb-22ff-48b0-89a0-36799877cec7 · outbound

This paper cites Event-centric hierarchical representation for dense video captioning.

DistinctAD: Distinctive Audio Description Generation in Contexts Event-centric hierarchical representation for dense video captioning

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:20.955309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation daf0ef99-e1bc-444a-86c1-acb21e8e4bb2 · outbound

This paper cites End-to-end dense video captioning with parallel decoding.

DistinctAD: Distinctive Audio Description Generation in Contexts End-to-end dense video captioning with parallel decoding

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:20.940335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 970f8517-cb71-4a38-b45b-3fd2b3771cf3 · outbound

This paper cites Non-local neural networks.

DistinctAD: Distinctive Audio Description Generation in Contexts Non-local neural networks

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:20.924408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9a51e9ef-70a4-4971-b81c-0b827c920e80 · outbound

This paper cites AutoAD-Zero: A Training-Free Framework for Zero-Shot Audio Description.

DistinctAD: Distinctive Audio Description Generation in Contexts AutoAD-Zero: A Training-Free Framework for Zero-Shot Audio Description

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.450704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8933c6c2-56e0-40d4-8412-55e8f33a91f1 · outbound

This paper cites Vid2seq: Large-scale pretraining of a vi- sual language model for dense video captioning.

DistinctAD: Distinctive Audio Description Generation in Contexts Vid2seq: Large-scale pretraining of a vi- sual language model for dense video captioning

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:20.906219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 51d7a8be-751b-4b9b-affd-f1ca63fdc1f4 · outbound

This paper cites Image difference cap- tioning with pre-training and contrastive learning.

DistinctAD: Distinctive Audio Description Generation in Contexts Image difference cap- tioning with pre-training and contrastive learning

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:20.891378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2e8cb047-05c8-4101-b77a-fb540698f292 · outbound

This paper cites Videoblip, 2023.

DistinctAD: Distinctive Audio Description Generation in Contexts Videoblip, 2023

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:20.876416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 83fa0344-cd93-42ba-840e-628f90421e7d · outbound

This paper cites Mm-narrator: Narrating long-form videos with multimodal in-context learning.

DistinctAD: Distinctive Audio Description Generation in Contexts Mm-narrator: Narrating long-form videos with multimodal in-context learning

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:20.860956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d9e78c4b-1d56-43b2-b1e1-f52f0a56bce6 · outbound

This paper cites Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding.

DistinctAD: Distinctive Audio Description Generation in Contexts Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.473950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b66d9701-a6e4-4fea-9071-e244ac9cb545 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

DistinctAD: Distinctive Audio Description Generation in Contexts BERTScore: Evaluating Text Generation with BERT

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-12T11:30:20.479562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7d91cf0-d474-4d6a-8f0b-d2fda08ed880 · outbound

This paper cites nuns” mistakenly appears in (d). AutoAD-II tends to gen- erates similar AD words, e.g. “furrowed brow.

DistinctAD: Distinctive Audio Description Generation in Contexts nuns” mistakenly appears in (d). AutoAD-II tends to gen- erates similar AD words, e.g. “furrowed brow

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:30:20.844965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers