L2-constrained Softmax Loss for Discriminative Face Verification

28 March 2017

Papers citing "L2-constrained Softmax Loss for Discriminative Face Verification"

50 / 68 papers shown

Title
Interchangeable Token Embeddings for Extendable Vocabulary and Alpha-Equivalence İlker Işık R. G. Cinbis Ebru Aydin Gol 36 0 0 22 Oct 2024
Strong-Weak Integrated Semi-supervision for Unsupervised Single and Multi Target Domain Adaptation Xiaohu Lu H. Radha 28 0 0 12 Sep 2023
A metric learning approach for endoscopic kidney stone identification Jorge Gonzalez-Zapata F. Lopez-Tiro Elias Villalvazo-Avila Daniel Flores-Araiza Jacques Hubert Andres Mendez-Vazquez G. Ochoa-Ruiz C. Daul 36 4 0 13 Jul 2023
Latent Distribution Adjusting for Face Anti-Spoofing Qinghong Sun Zhen-fei Yin Yichao Wu Yuanhan Zhang Jing Shao OOD CVBM 29 0 0 16 May 2023
Semantic Adversarial Attacks on Face Recognition through Significant Attributes Yasmeen M. Khedr Yifeng Xiong Kun He AAML 31 2 0 28 Jan 2023
Maximally Compact and Separated Features with Regular Polytope Networks F. Pernici Matteo Bruni C. Baecchi A. Bimbo 26 19 0 15 Jan 2023
Block Selection Method for Using Feature Norm in Out-of-distribution Detection Yeonguk Yu Sungho Shin Seongju Lee C. Jun Kyoobin Lee OODD 25 31 0 05 Dec 2022
Similarity Distribution based Membership Inference Attack on Person Re-identification Junyao Gao Xinyang Jiang Huishuai Zhang Yifan Yang Shuguang Dou Dongsheng Li Duoqian Miao Cheng Deng Cairong Zhao 25 7 0 29 Nov 2022
Speaker Representation Learning via Contrastive Loss with Maximal Speaker Separability Zhe Li Man-Wai Mak SSL 26 6 0 29 Oct 2022
Fine-tune your Classifier: Finding Correlations With Temperature Benjamin Chamand Olivier Risser-Maroix Camille Kurtz P. Joly Nicolas Loménie 38 2 0 18 Oct 2022
Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold Can Yaras Peng Wang Zhihui Zhu Laura Balzano Qing Qu 25 42 0 19 Sep 2022
Disentangled Representation Learning for RF Fingerprint Extraction under Unknown Channel Statistics Renjie Xie Wei Xu Jiabao Yu A. Hu Derrick Wing Kwan Ng A. L. Swindlehurst 35 18 0 04 Aug 2022
NIR-to-VIS Face Recognition via Embedding Relations and Coordinates of the Pairwise Features Myeongah Cho Tae-Young Chung Taeoh Kim Sangyoun Lee ViT CVBM 18 8 0 04 Aug 2022
Towards Adaptive Unknown Authentication for Universal Domain Adaptation by Classifier Paradox Yunyun Wang Yaojie Liu Songcan Chen 13 1 0 10 Jul 2022
Deep face recognition with clustering based domain adaptation Mei Wang Weihong Deng OOD 3DH CVBM 48 49 0 27 May 2022
SFace: Sigmoid-Constrained Hypersphere Loss for Robust Face Recognition Yaoyao Zhong Weihong Deng Jiani Hu Dongyue Zhao Xian Li Dongchao Wen 3DH CVBM 54 87 0 24 May 2022
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition Junuk Jung Seon-Hoon Lee Heung‐Seon Oh Yongjun Park Joochan Park Sungbin Son CVBM 23 5 0 22 Mar 2022
Magnitude-aware Probabilistic Speaker Embeddings Nikita Kuzmin Igor Fedorov A. Sholokhov 27 7 0 28 Feb 2022
Improving Federated Learning Face Recognition via Privacy-Agnostic Clusters Qiang Meng Feng Zhou Hainan Ren Tianshu Feng Guochao Liu Yuanqing Lin FedML 33 38 0 29 Jan 2022
Basket-based Softmax Qiang Meng Xinqian Gu Xiaqing Xu F. Zhou 17 2 0 23 Jan 2022
Are we really making much progress? Revisiting, benchmarking, and refining heterogeneous graph neural networks Qingsong Lv Ming Ding Qiang Liu Yuxiang Chen Wenzheng Feng Siming He Chang Zhou Jianguo Jiang Yuxiao Dong Jie Tang 42 312 0 30 Dec 2021
Introducing the DOME Activation Functions Mohamed E. Hussein Wael AbdAlmageed 30 1 0 30 Sep 2021
Instance-Based Neural Dependency Parsing Hiroki Ouchi Jun Suzuki Sosuke Kobayashi Sho Yokoi Tatsuki Kuribayashi Masashi Yoshikawa Kentaro Inui 37 3 0 28 Sep 2021
A Decidability-Based Loss Function Pedro H. L. Silva Gladston J. P. Moreira Vander L. S. Freitas Rodrigo Silva David Menotti Eduardo José da S. Luz CVBM 22 0 0 12 Sep 2021
Escaping the Gradient Vanishing: Periodic Alternatives of Softmax in Attention Mechanism Shulun Wang Bin Liu Feng Liu 25 16 0 16 Aug 2021
SphereFace2: Binary Classification is All You Need for Deep Face Recognition Yandong Wen Weiyang Liu Adrian Weller Bhiksha Raj Rita Singh CVBM MQ 24 53 0 03 Aug 2021
UR Channel-Robust Synthetic Speech Detection System for ASVspoof 2021 Xinhui Chen You Zhang Ge Zhu Z. Duan 32 49 0 26 Jul 2021
Adaptive Margin Circle Loss for Speaker Verification Runqiu Xiao 30 11 0 15 Jun 2021
IronMask: Modular Architecture for Protecting Deep Face Template Sunpill Kim Yun-Su Jeong Jinsu Kim Jungkon Kim H. Lee Jae Hong Seo CVBM 32 12 0 06 Apr 2021
Semi-Supervised Domain Adaptation via Selective Pseudo Labeling and Progressive Self-Training Yoonhyung Kim Changick Kim 16 8 0 01 Apr 2021
von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning Tyler R. Scott Andrew C. Gallagher Michael C. Mozer 25 39 0 29 Mar 2021
Recent Advances in Deep Learning Techniques for Face Recognition Md. Tahmid Hasan Fuad Awal Ahmed Fime Delowar Sikder Md. Akil Raihan Iftee Jakaria Rabbi Mabrook S. Al-Rakhami Abdu H. Gumaei Ovishake Sen Mohtasim Fuad Md. Nazrul Islam 34 63 0 18 Mar 2021
NPT-Loss: A Metric Loss with Implicit Mining for Face Recognition S. S. Khalid Muhammad Awais Chi-Ho Chan Zhenhua Feng Ammarah Farooq A. Akbari J. Kittler CVBM 16 10 0 05 Mar 2021
3D-Aided Data Augmentation for Robust Face Understanding Yifan Xing Yuanjun Xiong Wei Xia CVBM 24 1 0 03 Oct 2020
The Elements of End-to-end Deep Face Recognition: A Survey of Recent Advances Hang Du Hailin Shi Dan Zeng Xiaoping Zhang Tao Mei OOD 33 118 0 28 Sep 2020
Contraction Mapping of Feature Norms for Classifier Learning on the Data with Different Quality Weihua Liu Xiabi Liu Murong Wang Ling Ma 25 0 0 27 Jul 2020
Semi-Siamese Training for Shallow Face Learning Hang Du Hailin Shi Yuchi Liu Jun Wang Zhen Lei Dan Zeng Tao Mei CVBM 3DH 16 27 0 16 Jul 2020
Distangling Biological Noise in Cellular Images with a focus on Explainability Manik Sharma Ganapathy Krishnamurthi OOD MedIm 22 0 0 11 Jul 2020
Loss Function Search for Face Recognition Xiaobo Wang Shuo Wang Cheng Chi Shifeng Zhang Tao Mei CVBM 22 48 0 10 Jul 2020
Multi-Task Network for Noise-Robust Keyword Spotting and Speaker Verification using CTC-based Soft VAD and Global Query Attention Myunghun Jung Youngmoon Jung Jahyun Goo Hoirin Kim 22 19 0 08 May 2020
Two-stage Discriminative Re-ranking for Large-scale Landmark Retrieval Shuhei Yokoo Kohei Ozaki E. Simo-Serra S. Iizuka 22 31 0 25 Mar 2020
Boosting Unconstrained Face Recognition with Auxiliary Unlabeled Data Yichun Shi Anil K. Jain CVBM 48 1 0 17 Mar 2020
Towards Universal Representation Learning for Deep Face Recognition Yichun Shi Xiang Yu Kihyuk Sohn Manmohan Chandraker Anil K. Jain CVBM OOD 17 148 0 26 Feb 2020
Understanding and Improving Knowledge Distillation Jiaxi Tang Rakesh Shivanna Zhe Zhao Dong Lin Anima Singh Ed H. Chi Sagar Jain 27 129 0 10 Feb 2020
Angular Visual Hardness Beidi Chen Weiyang Liu Zhiding Yu Jan Kautz Anshumali Shrivastava Animesh Garg Anima Anandkumar AAML 43 51 0 04 Dec 2019
Biometrics Recognition Using Deep Learning: A Survey Shervin Minaee AmirAli Abdolrashidi Hang Su Bennamoun David C. Zhang 21 84 0 30 Nov 2019
Attentional Feature-Pair Relation Networks for Accurate Face Recognition Bong-Nam Kang Yonghyun Kim Bongjin Jun Daijin Kim CVBM 19 37 0 17 Aug 2019
Sampled Softmax with Random Fourier Features A. S. Rawat Jiecao Chen Felix X. Yu A. Suresh Sanjiv Kumar 39 55 0 24 Jul 2019
Spatial Pyramid Encoding with Convex Length Normalization for Text-Independent Speaker Verification Youngmoon Jung Younggwan Kim Hyungjun Lim Yeunju Choi Hoirin Kim 15 32 0 19 Jun 2019
Deep Spherical Quantization for Image Search Sepehr Eghbali L. Tahvildari MQ 13 21 0 07 Jun 2019