Paper Citation Record · LEDGER

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities

As of 5 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 4 inbound Pith citation observations for arXiv:2604.07763.

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

pith.paper-citation-record.v1
2604.07763 v1

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T18:06:06.896112Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T00:35:51.415297Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-02T02:16:26.524748Z

Reference resolution

69 of 69 outbound references displayed

verified exact11
verified fuzzy55
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b25df346-83e1-4f33-b20d-7087305c9930 · outbound

This paper cites Invariance principle meets information bottleneck for out-of-distribution generalization.Advances in Neural Information Processing Systems, 34:3438–3450.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Invariance principle meets information bottleneck for out-of-distribution generalization.Advances in Neural Information Processing Systems, 34:3438–3450

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:13.945234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b202e129-3c0d-40fb-9bd3-c859491a6a29 · outbound

This paper cites Invariance principle meets information bottleneck for out-of-distribution generalization.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Invariance principle meets information bottleneck for out-of-distribution generalization

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.014171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0ace4e1f-d356-479a-84f4-31c449bb53c2 · outbound

This paper cites Invariant Risk Minimization.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Invariant Risk Minimization

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:31:53.138762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4c090479-5be1-4fe7-91f9-06416fac2c58 · outbound

This paper cites Invariant risk minimization.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Invariant risk minimization

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:13.973595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 44105d90-b11d-4f20-8cfb-14e7e9873d8f · outbound

This paper cites A theory of learning from different domains.Machine learning, 79(1):151–175.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities A theory of learning from different domains.Machine learning, 79(1):151–175

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.066262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation cc651905-6ca5-4b7f-9307-d08d91b4865a · outbound

This paper cites Av- deepfake1m++: A large-scale audio-visual deepfake benchmark with real-world perturbations.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Av- deepfake1m++: A large-scale audio-visual deepfake benchmark with real-world perturbations

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:13.952695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 513c7d99-cfb8-4f0b-b35e-748f7a279163 · outbound

This paper cites Do you really mean that? content driven audio-visual deepfake dataset and multimodal method for temporal forgery localization.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Do you really mean that? content driven audio-visual deepfake dataset and multimodal method for temporal forgery localization

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.052062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 03cc5f70-b31a-403e-b493-0c7fd161e9f3 · outbound

This paper cites Demamba: Ai-generated video detection on million-scale genvideo benchmark.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Demamba: Ai-generated video detection on million-scale genvideo benchmark

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.048649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b7151f58-6bad-4110-9b5d-5e986aadb2a8 · outbound

This paper cites Simmmdg: A simple and effective framework for multi-modal domain generalization.Advances in Neural Information Processing Systems, 36:78674–78695.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Simmmdg: A simple and effective framework for multi-modal domain generalization.Advances in Neural Information Processing Systems, 36:78674–78695

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:13.959722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d557262c-65a1-4cea-a15f-7e821d1a453c · outbound

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

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities An image is worth 16x16 words: Transformers for image recognition at scale

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:13.988058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f95659cf-e262-4fdd-8763-0b8ba6a35c5c · outbound

This paper cites Dna: Uncovering universal latent forgery knowledge.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Dna: Uncovering universal latent forgery knowledge

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.131766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7470047c-5904-4544-8105-13570cd3eb29 · outbound

This paper cites Inference-Time Dynamic Modality Selection for Incomplete Multimodal Classification.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Inference-Time Dynamic Modality Selection for Incomplete Multimodal Classification

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-14T02:55:30.358856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 78f9e9b5-9ea2-46fe-b7f4-d48b592e25b7 · outbound

This paper cites Pappas, and Bernhard Sch ¨olkopf.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Pappas, and Bernhard Sch ¨olkopf

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.062103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 83f56fd4-5b24-4b7b-ba4e-d58942ae2e2d · outbound

This paper cites Domain-adversarial training of neural networks.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Domain-adversarial training of neural networks

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.028450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation cd26d6cc-75fa-43a3-9702-f53a778965c6 · outbound

This paper cites Imagebind: One embedding space to bind them all.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Imagebind: One embedding space to bind them all

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:13.937860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8c703dea-1684-4206-90cf-c333f21959c7 · outbound

This paper cites Rethinking vision-language model in face forensics: Multi-modal interpretable forged face detector.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Rethinking vision-language model in face forensics: Multi-modal interpretable forged face detector

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.058773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bb3797ac-0573-40bb-893f-d23c12f67e7d · outbound

This paper cites Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:30:59.344899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 102dd398-3c1e-4990-ac4a-973b23632870 · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:13.995814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f3e91a80-e873-429b-aee6-90433f0bc0fc · outbound

This paper cites Revisiting Multimodal Positional Encoding in Vision-Language Models.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Revisiting Multimodal Positional Encoding in Vision-Language Models

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-05-11T05:30:59.395170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9f837a80-e9dc-4c35-b184-a9656c3741e6 · outbound

This paper cites Le, Hohyun Na, and Simon S.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Le, Hohyun Na, and Simon S

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:13.980362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b56b5764-249f-4bea-bdaa-f633941144d2 · outbound

This paper cites an unresolved cited work.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-05-17T07:14:14.091755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation caf02cbb-f1c2-45db-90c5-a020c0ddcf26 · outbound

This paper cites Pindrop it! audio and visual deepfake countermeasures for robust detection and fine grained-localization.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Pindrop it! audio and visual deepfake countermeasures for robust detection and fine grained-localization

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.031766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 91f31840-6a83-4784-83ee-de82f42e2139 · outbound

This paper cites Uni- formly distributed feature representations for fair and robust learning.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Uni- formly distributed feature representations for fair and robust learning

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.035209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9c49702c-f8f7-49fd-b238-821a43deb69e · outbound

This paper cites Tell me habibi, is it real or fake?.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Tell me habibi, is it real or fake?

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:13.948983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5cc507a7-d6e6-4331-9d89-e02fb25214f8 · outbound

This paper cites Klassify to verify: Audio-visual deepfake detection using ssl-based audio and handcrafted visual features.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Klassify to verify: Audio-visual deepfake detection using ssl-based audio and handcrafted visual features

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.084429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b1009f5e-acad-45db-be3e-20a0fa2b479e · outbound

This paper cites Roy-Chowdhury.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Roy-Chowdhury

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.004010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 310babe7-6b08-42eb-a47d-3f7fe89de9d6 · outbound

This paper cites Clip-powered domain generalization and domain adaptation: A comprehensive survey.IEEE Transactions on Pattern Analysis and Machine Intelligence.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Clip-powered domain generalization and domain adaptation: A comprehensive survey.IEEE Transactions on Pattern Analysis and Machine Intelligence

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.099406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8b148b29-f555-4123-8749-ca29dd42c545 · outbound

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

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.070285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 350f4799-cb07-4ad0-ac37-68247bee2438 · outbound

This paper cites Deep domain generalization via conditional invariant adversarial networks.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Deep domain generalization via conditional invariant adversarial networks

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.125329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8d9bcbd4-d97f-4fde-87fd-875e64227bd9 · outbound

This paper cites Deep domain generalization via conditional invariant adversarial networks.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Deep domain generalization via conditional invariant adversarial networks

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.107233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6399fce7-61e7-4286-9fa8-8a39a1e78363 · outbound

This paper cites Celeb-df: A large-scale challenging dataset for deepfake forensics.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Celeb-df: A large-scale challenging dataset for deepfake forensics

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:13.984541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 298a7bfb-83e2-4c95-9b23-189b288c67dc · outbound

This paper cites Celeb-DF++: A Large-scale Challenging Video DeepFake Benchmark for Generalizable Forensics.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Celeb-DF++: A Large-scale Challenging Video DeepFake Benchmark for Generalizable Forensics

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:30:59.318904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1af64db4-4673-47b2-a14f-90d161ff4dff · outbound

This paper cites Towards modality generalization: A benchmark and prospective analysis.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Towards modality generalization: A benchmark and prospective analysis

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.118432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ac7d4de5-ff0f-45fa-a7d1-19764e1ed456 · outbound

This paper cites Continual multimodal contrastive learning.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Continual multimodal contrastive learning

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:30:59.403304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 95cfcce9-4971-4741-8249-0e792db000cb · outbound

This paper cites Unibind: Llm- augmented unified and balanced representation space to bind them all.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Unibind: Llm- augmented unified and balanced representation space to bind them all

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.128499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7a38082d-3db0-455b-badc-85305c6e9972 · outbound

This paper cites Detecting deepfakes and false ads through analysis of text and social engineering techniques.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Detecting deepfakes and false ads through analysis of text and social engineering techniques

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.038699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5b16172d-a330-4a5d-9100-3b0ca111e7cf · outbound

This paper cites Reducing domain gap by reducing style bias.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Reducing domain gap by reducing style bias

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.080579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c58c7cf8-9c9b-4ab9-a9cb-a81260722766 · outbound

This paper cites Domain adaptation via transfer component analysis.IEEE transactions on neural networks, 22(2):199–210.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Domain adaptation via transfer component analysis.IEEE transactions on neural networks, 22(2):199–210

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.139685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5e990a3c-c3c2-4d66-80e8-97a6c23729ef · outbound

This paper cites Balanced multimodal learning via on-the-fly gradient modulation.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Balanced multimodal learning via on-the-fly gradient modulation

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:13.970477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a6147dc1-0c28-4e95-a5f7-e64315490f01 · outbound

This paper cites DecAlign: Hierarchical Cross-Modal Alignment for Decoupled Multimodal Representation Learning.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities DecAlign: Hierarchical Cross-Modal Alignment for Decoupled Multimodal Representation Learning

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-05-11T05:30:59.412573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5caff446-8552-435d-a731-c6f188bfa570 · outbound

This paper cites Scaling up ai-generated image detection via generator-aware prototypes.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Scaling up ai-generated image detection via generator-aware prototypes

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:13.956148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e3190419-ad62-4511-990a-8cb4ae95c520 · outbound

This paper cites Learning transferable visual models from natural language supervision.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Learning transferable visual models from natural language supervision

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.000607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 07f98060-6f64-4f44-bc2a-823fb7502f61 · outbound

This paper cites an unresolved cited work.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-05-17T07:14:14.025001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6215ecdf-e523-4c1a-aa33-d065b679e135 · outbound

This paper cites Maddison.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Maddison

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.114762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ba2d260b-53e6-4e8b-884f-c50f17153d63 · outbound

This paper cites Detecting and grounding multi-modal media manipulation and beyond.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Detecting and grounding multi-modal media manipulation and beyond

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.010845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 493db4c2-bae1-4c2f-bf22-16714841ed15 · outbound

This paper cites How to bridge the gap between modalities: Survey on multimodal large language model.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities How to bridge the gap between modalities: Survey on multimodal large language model

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.041930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 701ab9b8-4179-49dc-be2f-d0a60d371a1b · outbound

This paper cites On learning multi-modal forgery representation for diffusion generated video detection.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities On learning multi-modal forgery representation for diffusion generated video detection

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:13.966994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a448be66-3e9c-4c8d-8a96-09d20485a64a · outbound

This paper cites Omnivec2-a novel transformer based network for large scale multimodal and multitask learning.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Omnivec2-a novel transformer based network for large scale multimodal and multitask learning

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.136094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 466ca173-af31-4317-bdfc-fb53994c34b7 · outbound

This paper cites an unresolved cited work.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-05-17T07:14:13.941179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a106ac50-80e4-4e96-be40-4f0429f4a0a8 · outbound

This paper cites Principles of risk minimization for learning theory.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Principles of risk minimization for learning theory

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.073595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a57397e1-5dee-4ea2-b19f-10a038b8e35b · outbound

This paper cites GLUE: A multi-task benchmark and analysis platform for natural language understanding.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities GLUE: A multi-task benchmark and analysis platform for natural language understanding

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.077023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ca4ab7fc-9726-48db-8f77-03c4fc5a0c0a · outbound

This paper cites Generalizing to unseen domains: A survey on domain generalization.IEEE transactions on knowledge and data engineering, 35(8):8052–8072.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Generalizing to unseen domains: A survey on domain generalization.IEEE transactions on knowledge and data engineering, 35(8):8052–8072

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.122018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5388d1f0-f4e7-44bd-a53a-13efea08fc65 · outbound

This paper cites ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:30:59.423601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f4ec804a-371b-4567-89fd-c90c3f2e68fb · outbound

This paper cites Modality-balanced collaborative distillation for multi-modal domain generalization.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Modality-balanced collaborative distillation for multi-modal domain generalization

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:13.991794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6e040a97-97e1-4c05-8430-90bf6a8252e7 · outbound

This paper cites Asvspoof 5: Crowdsourced speech data, deepfakes, and adversarial attacks at scale.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Asvspoof 5: Crowdsourced speech data, deepfakes, and adversarial attacks at scale

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.087972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation adeac93b-4546-4ca7-aa86-b742dc7ddac0 · outbound

This paper cites Open-Vocabulary Segmentation with Unpaired Mask-Text Supervision.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Open-Vocabulary Segmentation with Unpaired Mask-Text Supervision

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:30:59.326627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3cd3b39f-79d5-46ec-a268-b73427e94afd · outbound

This paper cites Indirect alignment and relationships preservation for domain generalization.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Indirect alignment and relationships preservation for domain generalization

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.055322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f6982b9e-e5d0-4a55-876e-9b7fdb03f80d · outbound

This paper cites Spot the fake: Large multimodal model-based synthetic image detection with artifact explanation.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Spot the fake: Large multimodal model-based synthetic image detection with artifact explanation

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:13.977077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation deb1ba75-3f2e-43d9-8737-1d8fabb35c3b · outbound

This paper cites Mare: Multi- modal alignment and reinforcement for explainable deepfake detection via vision-language models.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Mare: Multi- modal alignment and reinforcement for explainable deepfake detection via vision-language models

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.111414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bc5e2b5b-6f42-40b1-bc2d-e6888aa73714 · outbound

This paper cites Improve unsupervised domain adaptation with mixup training.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Improve unsupervised domain adaptation with mixup training

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.045397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 981d0e8e-1b7a-45f3-84f4-dd32411f9cc3 · outbound

This paper cites Facilitating multimodal classification via dynamically learning modality gap.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Facilitating multimodal classification via dynamically learning modality gap

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:13.963280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 41d421a4-0dcd-4d2a-97d2-910d07254396 · outbound

This paper cites Multimodal aligned semantic knowledge for unpaired image-text matching.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Multimodal aligned semantic knowledge for unpaired image-text matching

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.103300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 57d792bf-1cad-4440-8567-37951a4d4abc · outbound

This paper cites Unlocking the capabilities of large vision-language models for generalizable and explainable deepfake detection.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Unlocking the capabilities of large vision-language models for generalizable and explainable deepfake detection

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.143167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a7b1f052-20c3-41b4-a3b3-74a9a2f2c6c3 · outbound

This paper cites mixup: Beyond Empirical Risk Minimization.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities mixup: Beyond Empirical Risk Minimization

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-05-12T15:34:18.648384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 93fafaea-a5d7-40ea-8002-63e1893fbd0f · outbound

This paper cites Deepfakebench-mm: A comprehensive benchmark for multimodal deepfake detection.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Deepfakebench-mm: A comprehensive benchmark for multimodal deepfake detection

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.007452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 55425986-5797-4299-99b1-24af97ffba3c · outbound

This paper cites Deep domain-adversarial image generation for domain generalisation.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Deep domain-adversarial image generation for domain generalisation

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.017757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5018d297-217d-459a-bf63-b1e527f0b7da · outbound

This paper cites Joint audio-visual deepfake detection.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Joint audio-visual deepfake detection

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.095649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4c3688ba-6136-427e-b24a-f860bc6a1cea · outbound

This paper cites LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:27:59.688360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 15d122e2-b89e-41f0-b0e7-db29a918a8a2 · outbound

This paper cites meta-distribution.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities meta-distribution

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:14:14.021171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

Observation 1d71f395-478b-40c1-91a7-612a3d610a0a · inbound

PhenoYieldNet: Learning Crop-Aware Phenological Responses for Multi-Crop Yield Prediction cites this paper.

PhenoYieldNet: Learning Crop-Aware Phenological Responses for Multi-Crop Yield Prediction Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-25T04:35:21.100516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6ee076b9-e7fc-4e13-9b2a-de57cca94a0a · inbound

SRENet: Spectral Re-Entry Network for Point Cloud Action Recognition cites this paper.

SRENet: Spectral Re-Entry Network for Point Cloud Action Recognition Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-07-02T02:16:26.526660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 883cdd3e-a627-4b05-bba9-5c6a0325bbbd · inbound

LaP-Forensics: Latent-Pixel Consistency Guided Multimodal Reasoning for Deepfake Detection cites this paper.

LaP-Forensics: Latent-Pixel Consistency Guided Multimodal Reasoning for Deepfake Detection Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T01:04:32.012560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a635c1d-d45c-49c9-857b-36c87fb63064 · inbound

A Heuristic Perspective on Debiasing Language Models cites this paper.

A Heuristic Perspective on Debiasing Language Models Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-05T00:35:51.415297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.