Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T22:22:37.645774Z
Paper Citation Record · LEDGER
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning
As of 17 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2506.21895.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
54 of 54 outbound references displayed
- verified exact3
- verified fuzzy4
- unresolved47
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8aab7cfd-dc92-443b-b75e-5a2b80d29715 · outbound
This paper cites , " * write output.state after.block = add.period write newline.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning , " * write output.state after.block = add.period write newline
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:22:08.592822Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aac48960-e6db-4773-8adb-239b05638ad3 · outbound
This paper cites write newline.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning write newline
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:22:08.673920Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b82947da-dff2-41d4-a191-bf58e71f393f · outbound
This paper cites Qwen2.5-VL Technical Report.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Qwen2.5-VL Technical Report
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:22:08.772067Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6bee4ca2-fbff-45a3-b8b1-54247a6ed1b2 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:23:05.622620Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7fbecd8c-8f3f-4dc5-8424-d5016776f268 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:23:03.830786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a407bdff-a01b-439f-bd2b-b2167db8a6fe · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:23:03.559275Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ff0ddce7-9b37-4a09-bd01-a327fcbf10cc · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:23:03.444004Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6b9c25a5-9469-4cd5-85b2-d08f4d15ce30 · outbound
This paper cites SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:22:09.621761Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d32a8920-25dd-4503-b133-81d66d599e5f · outbound
This paper cites A.; and Nugroho, A.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning A.; and Nugroho, A
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:23:03.236686Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 633e434f-7e80-49c9-80c2-6160d3dea19d · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:45.306008Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 882a6841-bd2c-4d7a-9f67-cc99b8fcbd51 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:44.778673Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 68d5a001-24ce-4258-b140-09ce6bb33ac3 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:44.526619Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2c786a4e-68c3-41a1-8ec3-8bc3c5e6af6d · outbound
This paper cites Domain Generalization for Face Anti-spoofing via Content-aware Composite Prompt Engineering.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Domain Generalization for Face Anti-spoofing via Content-aware Composite Prompt Engineering
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T22:22:38.288514Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 19051c21-794b-45b2-9662-a4d47b7eccc8 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:44.241049Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 92a8f695-7d46-4ca7-9282-6dca1c6a0c38 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:43.982784Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b7083aa3-0770-4742-805a-a9b221e49c8a · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:43.654053Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b1f7b17c-fc66-4677-aa01-342a21840fbb · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:43.312950Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6e5a04f6-3184-4d84-a212-ef53a639fb6d · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:43.038892Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f4ed5fe0-fc2a-4970-af42-1894980d2741 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:42.788977Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 64795444-1b46-4368-ba37-41d9c94cf301 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:42.616947Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 57eb8150-347d-4c29-98f4-6497ca196c88 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:42.424699Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6eed65ce-19ab-4d52-b571-7f75f9af3a23 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:42.316242Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cad1d537-b687-41bc-9cf6-009af3159664 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:42.221461Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 349c1cec-a6e3-4566-9291-2ca8c5e8fec0 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:42.115193Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation be2bc6f0-4335-48c5-9a9a-2928c67f29f1 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:41.989390Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 43aed596-4fbe-468c-a0ae-a07d2b570365 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:41.831831Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 36d1e282-88d0-4d5c-bbbc-c927eaedad4d · outbound
This paper cites M.; and Woo, S.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning M.; and Woo, S
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:22:41.716865Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9da75e25-85af-4f8d-a6b4-6da97ac52f4c · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:41.583993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 22062281-795f-4fb8-ab58-74b6a80750ae · outbound
This paper cites K.; and Xing, Y.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning K.; and Xing, Y
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:22:41.466863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ff14d3a3-f9df-405b-a60b-64566ae4da74 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:41.352450Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2855bf26-2e17-41fa-a141-80dde5a1a608 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:41.237500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 928cc9a7-698b-441a-94b4-86519b6591e4 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:41.132093Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 327ba7da-9a9d-479e-a9d1-14db38954e17 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:41.030697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b2f2745b-e5f1-4127-b3ca-d8f02405f263 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:40.798813Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 99bc5538-f12a-4ad3-95aa-10fa0aa16dc9 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:40.640824Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ca8f4b91-fc09-4d7f-81a8-f682800c224b · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:40.494905Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7ff46d6c-3277-41fb-9eec-68fa43a6346a · outbound
This paper cites a \"a tt \.
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:22:40.318862Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 140cb927-7189-46a6-be01-47da52d548fa · outbound
This paper cites TeG-DG: Textually Guided Domain Generalization for Face Anti-Spoofing.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning TeG-DG: Textually Guided Domain Generalization for Face Anti-Spoofing
Reference 38
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T22:22:38.155158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5ade24ed-5624-4d4b-acb3-80d9b7603006 · outbound
This paper cites Hyp-OC: Hyperbolic One Class Classification for Face Anti-Spoofing.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Hyp-OC: Hyperbolic One Class Classification for Face Anti-Spoofing
Reference 39
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T22:22:38.024735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 243913b9-0ffe-4f05-a5cd-65ae76555649 · outbound
This paper cites FoundPAD: Foundation Models Reloaded for Face Presentation Attack Detection.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning FoundPAD: Foundation Models Reloaded for Face Presentation Attack Detection
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:22:36.893017Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88f6f3c6-a9f2-49fd-a0d3-f8bbaeefe060 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:40.117245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1e12be5f-a54e-4549-bfaf-06ef1e1ea545 · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:22:37.065750Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01613b2d-afc2-4257-941e-54b928ec60fc · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:39.937280Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 00154647-390a-49f6-8857-173abb694bf3 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:22:37.247005Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 913ec8d9-3d36-4535-9837-79657c40ea50 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:39.761232Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f579e60e-d493-4660-8717-d03fd2bfe7fe · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:39.583093Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 40f8f634-406e-48bb-a132-8e9e88de8d08 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:39.394816Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 46b8f927-bdea-47dc-b822-c0d4e9170854 · outbound
This paper cites Learn Convolutional Neural Network for Face Anti-Spoofing.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Learn Convolutional Neural Network for Face Anti-Spoofing
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:22:37.401514Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a31e7a4-f40f-40bb-ac3c-3a3a2766d388 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:39.223555Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e5723d81-668e-41eb-9fff-496b3cb1b403 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:39.012977Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1443f297-6ae5-4f76-aa05-9d624663f727 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:38.836951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e6f9ae7f-2852-4505-926a-2c40b26972bb · outbound
This paper cites Interpretable Face Anti-Spoofing: Enhancing Generalization with Multimodal Large Language Models.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Interpretable Face Anti-Spoofing: Enhancing Generalization with Multimodal Large Language Models
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:22:37.569116Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27f684f2-d1cc-4455-972a-aa1426261cc4 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:38.636896Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2f27d0a3-5c33-4f4c-bf11-a4204917a2a6 · outbound
This paper cites an unresolved cited work.
Exploring Task-Solving Paradigm for Generalized Cross-Domain Face Anti-Spoofing via Reinforcement Fine-Tuning Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:22:38.501076Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Pith citing papers
No inbound Pith citation observations are available.