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Paper Citation Record · LEDGER

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation

As of 7 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2507.12761.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.12761 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:42:43.025254Z

measured 59 of 59 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

59 of 59 outbound references displayed

  • verified exact1
  • verified fuzzy16
  • unresolved41
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 19da4429-3125-4032-b250-0a829a7b82a8 · outbound

This paper cites Mystakidis, Metaverse, Encyclopedia 2 (1) (2022) 486–497.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Mystakidis, Metaverse, Encyclopedia 2 (1) (2022) 486–497

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:42:44.298421Z

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=2026-08-06T16:42:42.741822Z digest=sha256:659ba752b5f1584ff1bd38f78332957c9686a162ec289f357353454411e2b671

Observation dc4c74ed-ec4b-42f3-a09c-dfac81f75921 · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:44.276855Z

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=2026-08-06T16:42:42.747189Z digest=sha256:56b142023a018c154858b4c886cc6ef3b95a6c6f62587ee7955afc6c64341366

Observation 738e5cc5-cc40-4c4a-b362-f457c3c5ca2c · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:44.248899Z

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=2026-08-06T16:42:42.752506Z digest=sha256:e192eda766146df449fd8f514d876009d41b9c0ad7c7b76dfdfae3ae86effbed

Observation 3ebabc4d-eb77-4874-a560-e7494bef3475 · outbound

This paper cites A Survey on Generative AI and LLM for Video Generation, Understanding, and Streaming.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation A Survey on Generative AI and LLM for Video Generation, Understanding, and Streaming

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:42.757783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:42.757783Z digest=sha256:22c7ac4c411467767b7e3894dc55cd09433c627084167e02c8828989db4e58b4

Observation 5b30ab42-c4f5-4477-8559-7f0fab13a45a · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:44.220832Z

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=2026-08-06T16:42:42.763070Z digest=sha256:00c004ac993372b91bb6bb6ef4b0a87fbb08da577e9ec2e890a29484a7009ae1

Observation bb4df803-bd09-4e96-9073-a0c2f3d653c4 · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:44.202201Z

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=2026-08-06T16:42:42.767736Z digest=sha256:21ba03d39be254cd38a83a8bcf562fa0b8af85c5f7bc9e5923904e350c017857

Observation 238cab94-5bd9-4ad2-bb53-c013fcf10245 · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:44.184354Z

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=2026-08-06T16:42:42.773814Z digest=sha256:583fc74f415f796aa6c06548dcd89368c88a6b0d313a1307a700515fdc6f9e44

Observation 43a4f6fe-39f0-4c68-9a4c-4309e0b971b6 · outbound

This paper cites Zhang, X.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Zhang, X

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:42:44.168733Z

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=2026-08-06T16:42:42.779992Z digest=sha256:b559163ec9fd824e6cbdbf33259a78abcf8b5b05e42de2f0928c4350fb6e6ffb

Observation fc3bbc3e-939c-4ab1-a95f-ce47ceb0c6b4 · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:44.150672Z

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=2026-08-06T16:42:42.784674Z digest=sha256:6c875686cdae95405c11c083006d3b4556f8ea6cbaf2b98795774cdef2da4a9b

Observation b34f6d17-cce2-4135-ad40-680f359ee109 · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:44.135334Z

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=2026-08-06T16:42:42.792653Z digest=sha256:59069872f7d97751bb14a001e5b8471d79bec988f8fb4bef650eb4fc41f56c93

Observation f19c68c0-7130-49e0-8e63-93d83233cc55 · outbound

This paper cites MoEE: Mixture of Emotion Experts for Audio-Driven Portrait Animation.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation MoEE: Mixture of Emotion Experts for Audio-Driven Portrait Animation

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:42:43.521055Z

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=2026-08-06T16:42:42.797793Z digest=sha256:44e60642f28099648000623cda460112f75ebd0b7853566ed1849af4843826b2

Observation f7c9cc48-ada0-4fa4-b9ca-3b78bb81bc64 · outbound

This paper cites Liang, Y.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Liang, Y

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:42:44.116089Z

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=2026-08-06T16:42:42.802699Z digest=sha256:713564d53edff1d401e56370b205f57fce64c9be1a3cfd827ecfdc5fa90e2aba

Observation ecb942d2-7eba-4005-91f5-260d587003d4 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:42.807331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:42.807331Z digest=sha256:66853dd116ed8a985ed4eca660104f4c26ea3de7f9d6d746396c48832a4e49ed

Observation 24f9cfd6-2f99-4248-9745-2b6a95ada8c9 · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:44.097653Z

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=2026-08-06T16:42:42.815942Z digest=sha256:17a97f5c0e4c777356b07f7a293a99e251ae427360ac00353eb8a0119ab1298f

Observation d4ac9fe2-9893-4235-80f9-aa232c8c0e13 · outbound

This paper cites Zhong, H.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Zhong, H

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:42:44.081678Z

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=2026-08-06T16:42:42.820262Z digest=sha256:412e2253ab20a250ba05407e6eed679cc9952e5d54247e8883cb056ca0a2a955

Observation dadb8279-d629-4acd-9305-6927ca070377 · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:44.066915Z

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=2026-08-06T16:42:42.824780Z digest=sha256:01efdf833a7fbc20721afa7cb42cf3de18048efa860a9eb7eb4cbe1a544e8930

Observation 7cd862bf-2e56-4a0b-a321-433872031c46 · outbound

This paper cites Ekman, W.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Ekman, W

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:42:44.045775Z

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=2026-08-06T16:42:42.829524Z digest=sha256:d1380cdb7bff808867269a32a714d6db33e09bed630ae94005bbf71408c1a3bc

Observation 175ed900-e51e-41db-946b-922026fb96db · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:42.833824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:42.833824Z digest=sha256:69334f2776cb895beb74911e3edc65f5920ffef818edb7b6576127b58e5c14f2

Observation 042e05d8-18b1-4811-87ee-1b78cb02b42d · outbound

This paper cites Automatic Chain of Thought Prompting in Large Language Models.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Automatic Chain of Thought Prompting in Large Language Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:42.837926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:42.837926Z digest=sha256:3490576bff03d0f7402cf39a48a7921bec1d932c646a4a8bd33e7d9d8b5e5a7a

Observation 56ab03a3-b101-4963-a38b-eaed10c0417d · outbound

This paper cites Jarlier, D.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Jarlier, D

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:42:44.016221Z

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=2026-08-06T16:42:42.842606Z digest=sha256:cd80c87ebc55407d46953cb03d35064dc5e97c57d19fc8d3025c3ea48c71497e

Observation 2798d09a-a199-4cf2-99fe-131d93ef231d · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:44.000699Z

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=2026-08-06T16:42:42.847011Z digest=sha256:b3ea16da0b3f8dd35544361cc925c6fefa07763bcae85a812ae5870cf02d7fcd

Observation f2f753cb-9adf-4c8b-b702-c9abab626615 · outbound

This paper cites Duchenne, The mechanism of human facial expression, Cambridge university press, 1990.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Duchenne, The mechanism of human facial expression, Cambridge university press, 1990

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:42:43.985543Z

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=2026-08-06T16:42:42.851182Z digest=sha256:daa3221567acce487213ba4283c56849a9b0b8b4962abd82b90767e1171d00c8

Observation 18d45e5a-9d9a-4859-aa7f-148745f2378f · outbound

This paper cites Faigin, The artist’s complete guide to facial expression, Watson-Guptill, 2012.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Faigin, The artist’s complete guide to facial expression, Watson-Guptill, 2012

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:42:43.966221Z

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=2026-08-06T16:42:42.856093Z digest=sha256:e5f5101c032b13bc1c39cbea6976116c5c19bbb3b3636f338450cfd33c5de907

Observation 557a2b76-563d-407a-aaf9-0be71915cb02 · outbound

This paper cites Loomis, Drawing the head & hands, Clube de Autores, 2021.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Loomis, Drawing the head & hands, Clube de Autores, 2021

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:42:43.950963Z

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=2026-08-06T16:42:42.860487Z digest=sha256:3ec22cbe8b796b65f0f58714f910fa1737b7697b7bef7bbc940f75006f4ca98b

Observation baafbf4f-a74e-41dd-b27c-d210fb60f92a · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:43.935075Z

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=2026-08-06T16:42:42.869981Z digest=sha256:f41963645c441f135d7200902216d444528345a1a8228fd802504b88349aa5d9

Observation e670a35f-c384-4f16-8a98-877649b55003 · outbound

This paper cites Sonic: Shifting Focus to Global Audio Perception in Portrait Animation.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Sonic: Shifting Focus to Global Audio Perception in Portrait Animation

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:42.874070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:42.874070Z digest=sha256:8d8039b9023d287fc2f8982b00a3103a68ebdffcf0241c0bf91ea06ae8e2cee2

Observation b6f00241-de74-4f31-a3bf-2fc99acf02f3 · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:43.916582Z

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=2026-08-06T16:42:42.878919Z digest=sha256:10b72ff199eb68643aaffde4592ca40977a9b25559ed1188bd2c251945f07142

Observation 950f8bde-9d4c-4b3e-ab82-d9f71ef7f106 · outbound

This paper cites Emergent Abilities of Large Language Models.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Emergent Abilities of Large Language Models

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:42.883978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:42.883978Z digest=sha256:e20bc86a45f36e3ea154ee4f49d0c3f79b1257a4f7bef8611974e69128dadb58

Observation 5721ca98-3cdb-448b-8acb-e50da57271af · outbound

This paper cites Prystawski, M.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Prystawski, M

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:42:43.899512Z

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=2026-08-06T16:42:42.888379Z digest=sha256:c6dc22dd425d32415dbd79ec5148c278341e183ff68f53b3f646aecae4fabb17

Observation e766ee2a-fc74-468b-beb6-2c0f3d296603 · outbound

This paper cites Multimodal Chain-of-Thought Reasoning in Language Models.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Multimodal Chain-of-Thought Reasoning in Language Models

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:42.893099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:42.893099Z digest=sha256:4c2561cbb29c22d18a5f3b0bf415b8551eb7fe4d214a1d3bb494184321e9b8f8

Observation fbb1e9ba-4d07-4126-a404-4ff38328f125 · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:43.873997Z

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=2026-08-06T16:42:42.897478Z digest=sha256:bb6c88ebc8708b0d3e2f8cb7fd02922e08bae5001ca4864ab6569e1bd4c77cb0

Observation 6068c7e5-3d90-46a9-82c7-316b4049b521 · outbound

This paper cites Show-o: One Single Transformer to Unify Multimodal Understanding and Generation.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:42.901633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:42.901633Z digest=sha256:88030f315a41d26125f59bdeb9f199639c4be7c18e810fe9f1760cba4b889cb2

Observation 1255e509-c867-452e-a7d0-a6c4e527b6b2 · outbound

This paper cites Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:42.906185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:42.906185Z digest=sha256:07b39fe0dea76f8b504b5b1a7fa1c9d8a0f74f30615abdf6089a3d66737304b4

Observation aa3ee555-ed4b-4a1c-801f-688158dc68ad · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:43.852742Z

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=2026-08-06T16:42:42.910619Z digest=sha256:beb5d30977c21b2843509252a5314662c220db3ec0bdc17fee93c2d2cd29cec3

Observation b0c5c9c4-9e4f-41ce-8eb2-0757293e50f3 · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:43.837193Z

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=2026-08-06T16:42:42.914878Z digest=sha256:86a9609f171891d4dfb3d38851c4c2bf5876bb9d59aa1b69994c1a109b1bdbcb

Observation 568f8819-1c0c-4d3c-8df3-6da741a4fd4e · outbound

This paper cites wav2vec: Unsupervised Pre-training for Speech Recognition.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation wav2vec: Unsupervised Pre-training for Speech Recognition

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:42.919123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:42.919123Z digest=sha256:9f36aaa7b7a383f5bea4824cc72eb98f7002b9b8b1129a349ecb86c4c70eb77f

Observation 1747f486-feb7-40ed-aea0-be902a07e3a1 · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:42.923850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:42.923850Z digest=sha256:627fb5af1c56a43cb9ce5ef790de4301382ac066747df44ec4e52a7ecc737999

Observation b80c0b32-6088-4e75-b979-1f128b335ced · outbound

This paper cites Radford, J.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Radford, J

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:42.928387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:42.928387Z digest=sha256:772ad4cc659388eccd1f951b738ba78f13379906be99736632f1e0aaebec2010

Observation 9d2589d2-9f06-4d19-9e32-6192e00b73a8 · outbound

This paper cites Hallo: Hierarchical Audio-Driven Visual Synthesis for Portrait Image Animation.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Hallo: Hierarchical Audio-Driven Visual Synthesis for Portrait Image Animation

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:42.932426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:42.932426Z digest=sha256:563dfb8c24078f7bcef4f919ddfcfe510f1b31a1c802c2066e68ed9faeb0d53d

Observation 2a562f51-11d1-47ea-b50a-79e220880d74 · outbound

This paper cites Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:42.936531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:42.936531Z digest=sha256:d6a76450a3f7bb92faac67b3a27fbfba160215a25f727024b028930c5444ff7c

Observation 1d33c5f0-fe34-4aeb-989f-09f58dec14e2 · outbound

This paper cites AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:42.941542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:42.941542Z digest=sha256:41fde9210c2c06224da72a7c9087907c32631bd0c793f1c2cb68e3ed65fe7fe1

Observation a1089234-9421-4125-b45a-a64823b23edf · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:42.945995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:42.945995Z digest=sha256:84dc24de8b05ff176a22361155fcc6f1c94f540f4d537c9e52d9c4ad95f1a786

Observation 1546399c-8e00-4330-8338-49ef6fc28247 · outbound

This paper cites Denoising Diffusion Implicit Models.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Denoising Diffusion Implicit Models

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:42.950809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:42.950809Z digest=sha256:afd264a90f08071b88ab154b1ec5cd32846296411c9f75ba8ef957cb9e97cf11

Observation fa48556c-ae9d-458e-b447-5919497f157a · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:43.783395Z

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=2026-08-06T16:42:42.956255Z digest=sha256:573b277df0be26cb23b3f43b38a5672aed712d0d01f42a00c4c10e80033ed328

Observation 46856921-f2a2-4317-9500-b94505426035 · outbound

This paper cites Zhang, L.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Zhang, L

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:42:43.766286Z

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=2026-08-06T16:42:42.960631Z digest=sha256:25f1bd7427375c9bd8fb7175506e909320584a24c92f95b6e348dfcffe03040d

Observation 4beb067b-5ad3-47c8-a61a-c004c1336b09 · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:43.748311Z

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=2026-08-06T16:42:42.965035Z digest=sha256:e41548b0ed46a9e987ed6802e105e0afe0f2c130263718a08bfdcaf81e75f11a

Observation 466199e6-8f5b-4f95-a7c5-2e532926419a · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:43.729638Z

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=2026-08-06T16:42:42.969484Z digest=sha256:31a6e41ae9f4783c85dda48cdbe954d0de41d9ef3d31d6fe8e9838d233778971

Observation f5b2aa47-b8c0-494a-8d1b-c9632d35e212 · outbound

This paper cites Huynh-Thu, M.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Huynh-Thu, M

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:42:43.705363Z

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=2026-08-06T16:42:42.973648Z digest=sha256:f19f768a5569f3df7ca2fa0888535c01d05ed58263c435e91f70962c56643a09

Observation 4f8945b0-bf73-4020-9b9d-518d0a20b4ea · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:42.977955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:42.977955Z digest=sha256:c52cfb32461df754255adf1546d23efce0adea62fdbd6800fe7fbb76e3b31350

Observation 67540311-f8df-4f42-b92b-245d3dff4993 · outbound

This paper cites Seitzer, pytorch-fid: FID Score for PyTorch, https://github.com/mseitzer/pytorch-fid, version 0.3.0 (August 2020).

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Seitzer, pytorch-fid: FID Score for PyTorch, https://github.com/mseitzer/pytorch-fid, version 0.3.0 (August 2020)

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:42:43.677384Z

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=2026-08-06T16:42:42.982230Z digest=sha256:2490bc134fa8d039d8394ec6037feeb0b099e806af6401fc3d51c51edca3bc6b

Observation f4c7058c-a8a9-4363-9b0e-6541bebb1c58 · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 52

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T16:42:43.249256Z

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=2026-08-06T16:42:42.986867Z digest=sha256:648b75c1293fc9eec61b15ae1e9f195989f66e18360efce9a91ea9b9973ece72

Observation 3d500a2c-c04e-4991-9b3d-30cb65bdbaf6 · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:43.661633Z

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=2026-08-06T16:42:42.991307Z digest=sha256:e46148f4464a874ad06c81e99290fb9388bef285e9d34b653cc0aa2ad9a2eb80

Observation 623b3c20-b9d4-4379-8074-c974f4848bcb · outbound

This paper cites Afouras, J.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Afouras, J

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:42.996196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:42.996196Z digest=sha256:7fa16d721e6e3ba187c3ecf8b202592b0e932a5593b982551eb0b2dfa6a9e779

Observation bdd4e475-d3f2-44ab-958d-2de5022a96f4 · outbound

This paper cites Unterthiner, S.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unterthiner, S

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:42:43.627220Z

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=2026-08-06T16:42:43.000542Z digest=sha256:60121c4adba1976a91999a2ddcf758ab824839f458c3a6b601967da1e2c95bae

Observation 173c67da-8aef-4eb0-8a3a-6f1e36d8be57 · outbound

This paper cites Zhang, P.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Zhang, P

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:43.005153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:43.005153Z digest=sha256:1182e08fde30efb47f0e4f66d2bbd849b3943e01c023d9c83f67c35838706052

Observation 37168367-0126-4623-830b-d1302318e7e2 · outbound

This paper cites Van der Maaten, G.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Van der Maaten, G

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:43.009332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:43.009332Z digest=sha256:7b8cdf2431d059afb445168747bf8c95b0447269c782b060d65bf4f93e00662d

Observation ed9214b8-fb98-4993-88b7-a18a113e6f82 · outbound

This paper cites an unresolved cited work.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:42:43.589391Z

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=2026-08-06T16:42:43.014688Z digest=sha256:90c4eb5d80d0bb4b5056679829d0a27d02a5c064d8be14fc29ecfd3709fa32e9

Observation d03f86fb-5c38-4fd7-959e-082f060e85dc · outbound

This paper cites Szegedy, S.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Szegedy, S

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:42:43.573695Z

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=2026-08-06T16:42:43.019725Z digest=sha256:fe0aeb5f4954edb0faa74c95fb4ac46272949d3f3b2ecf4bd04449e028376c78

Observation 6a45cbb2-ff10-4817-b61c-ef2cfb571c79 · outbound

This paper cites Peebles, S.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Peebles, S

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:42:43.556700Z

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=2026-08-06T16:42:43.025254Z digest=sha256:e8a2a0c41330bd3bde85378bd3a274e0cb28044469ab836c3bfe43e7af9a0317

Pith citing papers

No inbound Pith citation observations are available.