Benchmarking Foundation Models for Zero-Shot Biometric Tasks

30 May 2025

Papers citing "Benchmarking Foundation Models for Zero-Shot Biometric Tasks"

30 / 30 papers shown

Title
Towards Zero-Shot Differential Morphing Attack Detection with Multimodal Large Language Models Ria Shekhawat Hailin Li Raghavendra Ramachandra S. Venkatesh 32 1 0 21 May 2025
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Jinguo Zhu Weiyun Wang Zhe Chen Ziwei Liu Shenglong Ye ... Dahua Lin Yu Qiao Jifeng Dai Wenhai Wang Wei Wang MLLM VLM 100 56 1 14 Apr 2025
Biomedical Foundation Model: A Survey Xiangrui Liu Yize Zhang Yaojie Lu Changchang Yin Xiaoling Hu ... Yue Yang Ping Zhang Jintai Chen Tianfan Fu Xiao Wang LM&MA SyDa MedIm AI4CE 102 1 0 03 Mar 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 192 26 0 17 Jan 2025
Exploring ChatGPT for Face Presentation Attack Detection in Zero and Few-Shot in-Context Learning Alain Komaty Hatef Otroshi-Shahreza Anjith George S´ebastien Marcel AAML 106 2 0 15 Jan 2025
DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding Z. F. Wu Xiaokang Chen Zizheng Pan Xianglong Liu Wen Liu ... Xingkai Yu Haowei Zhang Liang Zhao Yijiao Wang Chong Ruan MLLM VLM MoE 132 122 0 13 Dec 2024
FRoundation: Are Foundation Models Ready for Face Recognition? Tahar Chettaoui Naser Damer Fadi Boutros CVBM 55 7 0 31 Oct 2024
Chameleon: Mixed-Modal Early-Fusion Foundation Models Chameleon Team MLLM 113 290 0 16 May 2024
FaceXFormer: A Unified Transformer for Facial Analysis Kartik Narayan VS Vibashan Rama Chellappa Vishal M. Patel ViT 72 13 0 19 Mar 2024
Iris-SAM: Iris Segmentation Using a Foundation Model Parisa Farmanifard Arun Ross VLM 27 5 0 09 Feb 2024
Graph of Thoughts: Solving Elaborate Problems with Large Language Models Maciej Besta Nils Blach Aleš Kubíček Robert Gerstenberger Michal Podstawski ... Joanna Gajda Tomasz Lehmann H. Niewiadomski Piotr Nyczyk Torsten Hoefler LRM AI4CE LM&Ro 85 654 0 18 Aug 2023
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 283 3,458 0 29 Apr 2022
AdaFace: Quality Adaptive Margin for Face Recognition Minchul Kim Anil K. Jain Xiaoming Liu CVBM 90 405 0 03 Apr 2022
Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors Naser Damer César Augusto Fontanillo López Meiling Fang Noémie Spiller Minh Pham Fadi Boutros 50 48 0 13 Mar 2022
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts Nan Du Yanping Huang Andrew M. Dai Simon Tong Dmitry Lepikhin ... Kun Zhang Quoc V. Le Yonghui Wu Zhiwen Chen Claire Cui ALM MoE 153 794 0 13 Dec 2021
LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs Christoph Schuhmann Richard Vencu Romain Beaumont R. Kaczmarczyk Clayton Mullis Aarush Katta Theo Coombes J. Jitsev Aran Komatsuzaki VLM MLLM CLIP 180 1,398 0 03 Nov 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 458 3,952 0 18 Apr 2021
MagFace: A Universal Representation for Face Recognition and Quality Assessment Qiang Meng Shichao Zhao Zhida Huang F. Zhou CVBM 62 487 0 11 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 681 28,659 0 26 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 392 3,778 0 11 Feb 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 397 40,217 0 22 Oct 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 500 41,106 0 28 May 2020
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 109 17,950 0 28 May 2019
FaceForensics++: Learning to Detect Manipulated Facial Images Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner CVBM 72 2,058 0 25 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 961 93,936 0 11 Oct 2018
VGGFace2: A dataset for recognising faces across pose and age Qiong Cao Li Shen Weidi Xie Omkar M. Parkhi Andrew Zisserman CVBM 72 2,617 0 23 Oct 2017
GHCLNet: A Generalized Hierarchically tuned Contact Lens detection Network Avantika Singh Vishesh Mistry Dhananjay Yadav A. Nigam 27 16 0 14 Oct 2017
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal Tejas Khot D. Summers-Stay Dhruv Batra Devi Parikh CoGe 291 3,187 0 02 Dec 2016
Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models Bryan A. Plummer Liwei Wang Christopher M. Cervantes Juan C. Caicedo Julia Hockenmaier Svetlana Lazebnik 177 2,033 0 19 May 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.1K 39,383 0 01 Sep 2014