Paper Citation Record · LEDGER

Benchmarking Foundation Models for Zero-Shot Biometric Tasks

As of 13 August 2026, this Paper Citation Record lists 100 of 107 outbound references and 6 inbound Pith citation observations for arXiv:2505.24214.

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

pith.paper-citation-record.v1
2505.24214 v1

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Reference resolution

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Outbound references

Observation cc1b102c-4107-4260-b7d7-a595d69ad781 · outbound

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

Benchmarking Foundation Models for Zero-Shot Biometric Tasks On the Opportunities and Risks of Foundation Models

Reference 1

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Observation a0fe180e-cab5-46ee-952b-8a4150f9febf · outbound

This paper cites GPT-4 Technical Report.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks GPT-4 Technical Report

Reference 2

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Observation b0d0e1c5-0911-4daf-82c4-488c42c5c369 · outbound

This paper cites Segment anything,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Segment anything,

Reference 3

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Observation 2ac6559d-eec0-448c-a630-5b5b80d06942 · outbound

This paper cites Segment anything in medical images,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Segment anything in medical images,

Reference 4

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Observation da471331-59ec-4c40-9d3e-6351a95c5b1e · outbound

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

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Learning transferable visual models from natural language supervision,

Reference 5

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Observation 1efe56c4-3302-47b2-b0c5-0e105bec51b5 · outbound

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

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Scaling up visual and vision-language representation learning with noisy text supervision,

Reference 6

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Observation 979c8608-3414-4553-8dd4-400f7d7c13b3 · outbound

This paper cites BLIP: Bootstrapping Language- image Pre-training for Unified Vision-language Understanding and Generation,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks BLIP: Bootstrapping Language- image Pre-training for Unified Vision-language Understanding and Generation,

Reference 7

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

Benchmarking Foundation Models for Zero-Shot Biometric Tasks BLIP-2: Bootstrapping Language- image Pre-training With Frozen Image Encoders and Large Language Models,

Reference 8

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Observation 04750ea3-ac6d-4343-8315-4a8ebde541b5 · outbound

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

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Flamingo: A visual language model for few-shot learning,

Reference 9

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This paper cites Improved Baselines With Visual Instruction Tuning,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Improved Baselines With Visual Instruction Tuning,

Reference 10

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This paper cites DeepSeek-VL: Towards Real-World Vision-Language Understanding.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks DeepSeek-VL: Towards Real-World Vision-Language Understanding

Reference 11

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Observation 18ad1a2b-8b4c-4b37-9861-d8632cc1931a · outbound

This paper cites Microsoft COCO: Common Objects in Context,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Microsoft COCO: Common Objects in Context,

Reference 12

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Observation 76bced12-092b-4775-b7a8-1db36753aca1 · outbound

This paper cites Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering,

Reference 13

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This paper cites OK-VQA: A Visual Question Answering Benchmark Requiring External Knowl- edge,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks OK-VQA: A Visual Question Answering Benchmark Requiring External Knowl- edge,

Reference 14

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This paper cites VizWiz Grand Challenge: Answering Visual Questions from Blind People,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks VizWiz Grand Challenge: Answering Visual Questions from Blind People,

Reference 15

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Observation a6cf1b28-f335-4f93-a764-9f0395973b13 · outbound

This paper cites Glam: Efficient Scaling of Lan- guage Models With Mixture-of-experts,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Glam: Efficient Scaling of Lan- guage Models With Mixture-of-experts,

Reference 16

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Observation 64fa0cc8-fc1c-485c-8071-28b05c44ac0d · outbound

This paper cites DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Reference 17

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Observation b633151c-3ec0-465b-89db-25d8c62c9f33 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Chain-of-thought prompting elicits reasoning in large language models,

Reference 18

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Observation f275a78f-0c2e-4c21-8fa5-291589da495d · outbound

This paper cites Graph of thoughts: Solving elaborate problems with large language models,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Graph of thoughts: Solving elaborate problems with large language models,

Reference 19

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Observation b7b45997-66b2-4d33-b226-b6474e5cd009 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 20

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This paper cites Retrieval- augmented Generation for Knowledge-intensive NLP Tasks,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Retrieval- augmented Generation for Knowledge-intensive NLP Tasks,

Reference 21

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This paper cites Language Mod- els are Few-shot Learners,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Language Mod- els are Few-shot Learners,

Reference 22

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Observation 3a973b2c-dbd9-4c94-afa9-0994870a51e8 · outbound

This paper cites Multitask prompted training enables zero-shot task generalization,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Multitask prompted training enables zero-shot task generalization,

Reference 23

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This paper cites Scaling Instruction-finetuned Language Models,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Scaling Instruction-finetuned Language Models,

Reference 24

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Observation a6c4abe5-0602-42f9-b86e-b71dc1e589be · outbound

This paper cites Chameleon: Mixed-Modal Early-Fusion Foundation Models.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 25

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Observation adc0ea38-156d-45bb-a631-b55418ccb8db · outbound

This paper cites Training Language Models to Follow Instructions With Human Feedback,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Training Language Models to Follow Instructions With Human Feedback,

Reference 26

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This paper cites Lora: Low-rank Adaptation of Large Language Models.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Lora: Low-rank Adaptation of Large Language Models

Reference 27

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This paper cites The Power of Scale for Parameter-Efficient Prompt Tuning.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks The Power of Scale for Parameter-Efficient Prompt Tuning

Reference 28

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This paper cites Iris-SAM: Iris segmentation using a foundation model,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Iris-SAM: Iris segmentation using a foundation model,

Reference 29

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This paper cites ChatGPT meets iris biometrics,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks ChatGPT meets iris biometrics,

Reference 30

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

Benchmarking Foundation Models for Zero-Shot Biometric Tasks DINOv2: Learning Robust Visual Features without Supervision

Reference 31

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This paper cites Froundation: Are foundation models ready for face recognition?.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Froundation: Are foundation models ready for face recognition?

Reference 32

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This paper cites A Comprehensive Survey of Foundation Models in Medicine.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks A Comprehensive Survey of Foundation Models in Medicine

Reference 33

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks Biomedical foundation model: A survey,

Reference 34

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks Foundational Models in Medical Imaging: A Comprehensive Survey and Future Vision

Reference 35

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This paper cites A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks Foundation models defining a new era in vision: a survey and outlook,

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks Vision-language models for vision tasks: A survey,

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks Multimodal large language models: A survey,

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks A survey of multimodel large language models,

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks Exploring the frontier of vision-language models: A survey of current methodologies and future directions,

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks Unleashing the potential of prompt engineering for large language models,

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks FaceXFormer: A Unified Transformer for Facial Analysis

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks An image is worth 16x16 words: Transformers for image recognition at scale,

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks Foundation models and biometrics: A survey and outlook,

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks Exploring ChatGPT for Face Presentation Attack Detection in Zero and Few-Shot in-Context Learning ,

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks Towards Zero-Shot Differential Morphing Attack Detection with Multimodal Large Language Models

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks Gemini: A Family of Highly Capable Multimodal Models

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks Iris recognition with off-the-shelf CNN features: A deep learning perspective,

Reference 49

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks Grother, M

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks Saving face: Investigating the ethical concerns of facial recognition auditing,

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This paper cites Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification,

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks Deep residual learning for image recognition,

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks ImageNet Large Scale Visual Recognition Challenge,

Reference 54

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks EfficientNet: Rethinking model scaling for convolutional neural networks,

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Benchmarking Foundation Models for Zero-Shot Biometric Tasks BERT: Pre- training of Deep Bidirectional Transformers for Language Understand- ing,

Reference 56

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d610e65e-8239-427a-b163-cc27ee6d1628 · outbound

This paper cites Conceptual Cap- tions: A Cleaned, Hypernymed, Image Alt-text Dataset for Automatic Image Captioning,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Conceptual Cap- tions: A Cleaned, Hypernymed, Image Alt-text Dataset for Automatic Image Captioning,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:08.848532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6519e9b9-f65b-4a1e-92e6-b3ca3368a96a · outbound

This paper cites Flickr30k entities: Collecting region-to-phrase correspondences for richer image-to-sentence models,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Flickr30k entities: Collecting region-to-phrase correspondences for richer image-to-sentence models,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:08.660718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cbffa550-1bea-46fe-9f63-34a87253d94b · outbound

This paper cites Reproducible scaling laws for contrastive language-image learning,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Reproducible scaling laws for contrastive language-image learning,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:08.496634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 54816df3-7ac3-44a9-987e-493a51433a56 · outbound

This paper cites LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:55.558954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3987a2a-c4d1-4e75-9e22-0f4c59752654 · outbound

This paper cites Hugging Face: The AI Community Building the Future,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Hugging Face: The AI Community Building the Future,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:08.309440Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7f775a49-f96c-41fd-9e34-8b88901ccfb9 · outbound

This paper cites LAION-5B: An open large- scale dataset for training next generation image-text models,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks LAION-5B: An open large- scale dataset for training next generation image-text models,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:08.109947Z

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Observation c27a9a65-d796-4ec5-b697-cf77e70272c6 · outbound

This paper cites Emerging properties in self-supervised vision trans- formers,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Emerging properties in self-supervised vision trans- formers,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:07.931933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a38daf0e-b96b-4b2f-abaf-e4bee5a9387b · outbound

This paper cites Vicuna: An open-source chatbot impressing GPT-4 with 90%* ChatGPT quality,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Vicuna: An open-source chatbot impressing GPT-4 with 90%* ChatGPT quality,

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:55.893891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aefb5349-ae5b-4e53-a3f6-cd6ae42b8175 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks LLaMA: Open and Efficient Foundation Language Models

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:55.964136Z

Source-reported events for the cited work

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Observation 517694cf-812b-4efc-b3fa-71f9612b474e · outbound

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

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Kosmos-2: Grounding Multimodal Large Language Models to the World

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:56.073024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 393bbb5a-41ba-444d-872b-ce64e739b817 · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:56.192143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 586f0be9-af3f-46ff-bd19-16b18fd9e896 · outbound

This paper cites GPT-4o System Card,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks GPT-4o System Card,

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:07.784892Z

Source-reported events for the cited work

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Observation b59466c3-dffd-4a6f-b13e-d4be18d08e2a · outbound

This paper cites Claude 3.5 sonnet model card addendum,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Claude 3.5 sonnet model card addendum,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:07.566275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e2f9fe8f-29ab-4e3a-aed5-cd08feddd96c · outbound

This paper cites Gemini 2.5: Our most intelligent AI model,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Gemini 2.5: Our most intelligent AI model,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:07.378512Z

Source-reported events for the cited work

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Observation 25b85af4-a0da-40cb-b7be-7091100c5fb9 · outbound

This paper cites DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:56.614065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e6a4edf-e39b-4758-bfb4-d6a9cd83c65e · outbound

This paper cites AgeDB: The first manually collected, in-the-wild age database,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks AgeDB: The first manually collected, in-the-wild age database,

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:07.191587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 21b6f84f-ec9d-4413-8184-60fa5d6dcb0c · outbound

This paper cites Nearest neighbor pattern classification,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Nearest neighbor pattern classification,

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:06.994188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 585caeab-76c7-470c-8d62-05080f3a69b0 · outbound

This paper cites The use of multiple measurements in taxonomic prob- lems,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks The use of multiple measurements in taxonomic prob- lems,

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:56.894512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4f84f0f-4536-44a3-a1ee-f571b4ba662c · outbound

This paper cites The regression analysis of binary sequences,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks The regression analysis of binary sequences,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:06.825813Z

Source-reported events for the cited work

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Observation 759320df-c175-428a-afc4-e9b996b35979 · outbound

This paper cites Ridge regression: Biased estimation for nonorthogonal problems,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Ridge regression: Biased estimation for nonorthogonal problems,

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:57.079370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7492ce93-c58b-4e05-a4f2-7d4e1fc317a3 · outbound

This paper cites Support-vector networks,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Support-vector networks,

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:06.629471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c44767e2-eab8-49b4-b9b0-9f6d3ef3f4c3 · outbound

This paper cites Labeled Faces in the Wild: A database for studying face recognition in uncon- strained environments,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Labeled Faces in the Wild: A database for studying face recognition in uncon- strained environments,

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:06.475066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fc193e45-b04e-47d3-a79e-3e16042b208f · outbound

This paper cites Cross-Pose LFW: A database for studying cross-pose face recognition in unconstrained environments,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Cross-Pose LFW: A database for studying cross-pose face recognition in unconstrained environments,

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:06.260882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4ddb5db6-547d-4289-8dd2-cee0c73a0bac · outbound

This paper cites Frontal to profile face verification in the wild,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Frontal to profile face verification in the wild,

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:06.072144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation adbf81df-451b-4444-9d7f-f996cd100fd3 · outbound

This paper cites Benchmarking Deep Network Architectures for Ethnicity Recognition Using a New Large Face Dataset,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Benchmarking Deep Network Architectures for Ethnicity Recognition Using a New Large Face Dataset,

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:05.885382Z

Source-reported events for the cited work

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Observation a85ab5a7-ca99-4136-be9e-9afdd41e9111 · outbound

This paper cites VGGFace2: A dataset for recognising faces across pose and age,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks VGGFace2: A dataset for recognising faces across pose and age,

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:05.641971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 665d9f6f-3e3e-4135-9f80-a51d217214cb · outbound

This paper cites Comparison and Combination of Iris Matchers for Reliable Personal Authentication,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Comparison and Combination of Iris Matchers for Reliable Personal Authentication,

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:05.450235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 54d8fbe6-613e-4e80-a44b-c8a973dc959b · outbound

This paper cites Image Under- standing for Iris Biometrics: A survey,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Image Under- standing for Iris Biometrics: A survey,

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:05.198931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e6addf69-0a41-433d-aef1-75481983fbeb · outbound

This paper cites Ghclnet: A generalized hierarchically tuned contact lens detection network,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Ghclnet: A generalized hierarchically tuned contact lens detection network,

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:05.014313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c624d3f8-37e0-4f45-be75-698ccddf41b5 · outbound

This paper cites IIT Delhi Iris Database (Ver- sion 1.0),.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks IIT Delhi Iris Database (Ver- sion 1.0),

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:04.798688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f4f1f697-863a-4d42-9cfa-fb3a4e9e996f · outbound

This paper cites FaceForensics++: Learning to detect manipulated facial images,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks FaceForensics++: Learning to detect manipulated facial images,

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:04.603858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f804f9b5-023d-4e77-ae84-9cf487955c7d · outbound

This paper cites Deepfakes,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Deepfakes,

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:04.413828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 305eca47-3e12-424c-bac8-e883f89e0043 · outbound

This paper cites Face2Face: real-time face capture and reenactment of RGB videos,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Face2Face: real-time face capture and reenactment of RGB videos,

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:57.944751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f4fa1e9-4263-4fc2-b7e8-cd4969d9d730 · outbound

This paper cites Faceswap,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Faceswap,

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:04.241438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1d69fb19-ebc0-452c-9c52-a239fc9fa9aa · outbound

This paper cites Deferred neural rendering: image synthesis using neural textures,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Deferred neural rendering: image synthesis using neural textures,

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:04.056472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 72ae0cb0-c890-40a9-af97-bcbfa4db30fe · outbound

This paper cites Extended StirTrace Benchmarking of Biometric and Forensic Qualities of Morphed Face Images,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Extended StirTrace Benchmarking of Biometric and Forensic Qualities of Morphed Face Images,

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:03.848738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6996a49a-6fe6-48bf-bbe5-5b1626b9b186 · outbound

This paper cites Face Research Lab London (FRLL) Image Dataset,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Face Research Lab London (FRLL) Image Dataset,

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:58.200471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d53c74f8-b478-4120-b80b-b57d103ba82b · outbound

This paper cites MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders,

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:03.655359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e17a25b8-15b7-4c10-bfba-4950700f5191 · outbound

This paper cites Face morph using OpenCV — C++ / Python,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Face morph using OpenCV — C++ / Python,

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:03.479567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cfc2d9e7-9790-4e32-bd51-0806446c4ce4 · outbound

This paper cites Analyzing and Improving the Image Quality of StyleGAN,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Analyzing and Improving the Image Quality of StyleGAN,

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:03.302917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a1371aae-4c04-46eb-8f19-306033a72206 · outbound

This paper cites debruine/webmorph morphing software: Beta release 2,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks debruine/webmorph morphing software: Beta release 2,

Reference 97

Resolution: verified exact; doi, observed 2026-08-07T12:33:59.467976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation da2b80ea-bac4-470e-aee8-65cf2142a4fc · outbound

This paper cites Face morpher,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Face morpher,

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:03.161298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 81820270-120b-4925-ae7d-4a95b8a00fa2 · outbound

This paper cites dc-GAN: Dual-Conditioned GAN for Face Demorphing From a Single Morph,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks dc-GAN: Dual-Conditioned GAN for Face Demorphing From a Single Morph,

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:02.883728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b5e307c4-8227-4f2a-8bec-1c017ffc5e3e · outbound

This paper cites Metric for Evaluating Performance of Reference-Free Demor- phing Methods,.

Benchmarking Foundation Models for Zero-Shot Biometric Tasks Metric for Evaluating Performance of Reference-Free Demor- phing Methods,

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:34:02.672159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

Observation cae588d5-5aaf-4fe7-ba9b-8cc8d7570f64 · inbound

Foundation versus Domain-specific Models: Performance Comparison, Fusion, and Explainability in Face Recognition cites this paper.

Foundation versus Domain-specific Models: Performance Comparison, Fusion, and Explainability in Face Recognition Benchmarking Foundation Models for Zero-Shot Biometric Tasks

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:20.913011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca7cbeb0-0df1-462e-b153-db7ab29f2760 · inbound

FPBench: A Comprehensive Benchmark of Multimodal Large Language Models for Fingerprint Analysis cites this paper.

FPBench: A Comprehensive Benchmark of Multimodal Large Language Models for Fingerprint Analysis Benchmarking Foundation Models for Zero-Shot Biometric Tasks

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-16T20:28:23.891440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f8d0f0cd-a880-45f3-aff5-97508948d9ea · inbound

VISER: Visually-Informed System for Enhanced Robustness in Open-Set Iris Presentation Attack Detection cites this paper.

VISER: Visually-Informed System for Enhanced Robustness in Open-Set Iris Presentation Attack Detection Benchmarking Foundation Models for Zero-Shot Biometric Tasks

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-15T09:39:54.292465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1e3e2abc-ee62-4313-9d00-eb3fd727960f · inbound

DiscoGen: Procedural Generation of Algorithm Discovery Tasks in Machine Learning cites this paper.

DiscoGen: Procedural Generation of Algorithm Discovery Tasks in Machine Learning Benchmarking Foundation Models for Zero-Shot Biometric Tasks

Reference 55

Resolution: unresolved; no resolver link, observed 2026-07-13T22:55:21.490267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0249476f-e644-4d13-87f3-6b4094bbad62 · inbound

Compatibility of Face Embeddings Across Deep Neural Networks cites this paper.

Compatibility of Face Embeddings Across Deep Neural Networks Benchmarking Foundation Models for Zero-Shot Biometric Tasks

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T00:35:50.298147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 46327b79-6dba-4e5c-a708-5ec80bc20700 · inbound

A Systematic Failure Analysis of Vision Foundation Models for Open Set Iris Presentation Attack Detection cites this paper.

A Systematic Failure Analysis of Vision Foundation Models for Open Set Iris Presentation Attack Detection Benchmarking Foundation Models for Zero-Shot Biometric Tasks

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-20T11:08:13.328300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.