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Triplet Loss-less Center Loss Sampling Strategies in Facial Expression Recognition Scenarios

by Rajoli, Hossein, Lotfi, Fatemeh, Atyabi, Adham, Afghah, Fatemeh
Published 2023

Robust Unsupervised Multi-Object Tracking in Noisy Environments

by Yang, C. -H. Huck, Chhabra, Mohit, Liu, Y. -C., Kong, Quan, Yoshinaga, Tomoaki, Murakami, Tomokazu
Published in 2021 IEEE International Conference on Image Processing (ICIP) (2021)

Contrastive Language-Vision AI Models Pretrained on Web-Scraped Multimodal Data Exhibit Sexual Objectification Bias

by Wolfe, Robert, Yang, Yiwei, Howe, Bill, Caliskan, Aylin
Published in 2023 ACM Conference on Fairness, Accountability, and Transparency (2022)

DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place Recognition

by Chancán, Marvin, Milford, Michael
Published 2020

3D Hand Pose Estimation in Egocentric Images in the Wild

by Prakash, Aditya, Tu, Ruisen, Chang, Matthew, Gupta, Saurabh
Published 2023

Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition

by Memmesheimer, Raphael, Häring, Simon, Theisen, Nick, Paulus, Dietrich
Published 2020

Dynamic Sensor Matching based on Geomagnetic Inertial Navigation

by Müller, Simone, Kranzlmüller, Dieter
Published in Journal of WSCG (2022)

A Multi-Domain Feature Learning Method for Visual Place Recognition

by Yin, Peng, Xu, Lingyun, Li, Xueqian, Yin, Chen, Li, Yingli, Srivatsan, Rangaprasad Arun, Li, Lu, Ji, Jianmin, He, Yuqing
Published 2019

EchoVPR: Echo State Networks for Visual Place Recognition

by Ozdemir, Anil, Scerri, Mark, Barron, Andrew B., Philippides, Andrew, Mangan, Michael, Vasilaki, Eleni, Manneschi, Luca
Published in IEEE Robotics and Automation Letters (2021)

MVP: Unified Motion and Visual Self-Supervised Learning for Large-Scale Robotic Navigation

by Chancán, Marvin, Milford, Michael
Published 2020

LunarNav: Crater-based Localization for Long-range Autonomous Lunar Rover Navigation

by Daftry, Shreyansh, Chen, Zhanlin, Cheng, Yang, Tepsuporn, Scott, Coltin, Brian, Naam, Ussama, Ma, Lanssie Mingyue, Khattak, Shehryar, Deans, Matthew, Matthies, Larry
Published 2023

Guided Deep Metric Learning

by Gonzalez-Zapata, Jorge, Reyes-Amezcua, Ivan, Flores-Araiza, Daniel, Mendez-Ruiz, Mauricio, Ochoa-Ruiz, Gilberto, Mendez-Vazquez, Andres
Published 2022

Learning with Memory-based Virtual Classes for Deep Metric Learning

by Ko, Byungsoo, Gu, Geonmo, Kim, Han-Gyu
Published 2021

Adaptive Hierarchical Similarity Metric Learning with Noisy Labels

by Yan, Jiexi, Luo, Lei, Deng, Cheng, Huang, Heng
Published 2021

InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images

by Kobs, Konstantin, Steininger, Michael, Hotho, Andreas
Published 2022

Toward Data-Driven Glare Classification and Prediction for Marine Megafauna Survey

by Power, Joshua, Jacoby, Derek, Drouin, Marc-Antoine, Durand, Guillaume, Coady, Yvonne, Meng, Julian
Published 2023

Mitigating Perspective Distortion-induced Shape Ambiguity in Image Crops

by Prakash, Aditya, Gupta, Arjun, Gupta, Saurabh
Published 2023

Weakly-Supervised Multi-Task Learning for Audio-Visual Speaker Verification

by Selvakumar, Anith, Fashandi, Homa
Published 2023

A Framework to Enhance Generalization of Deep Metric Learning methods using General Discriminative Feature Learning and Class Adversarial Neural Networks

by Al-Kaabi, Karrar, Monsefi, Reza, Zabihzadeh, Davood
Published 2021

Deep Learning based Segmentation of Fish in Noisy Forward Looking MBES Images

by Christensen, Jesper Haahr, Mogensen, Lars Valdemar, Ravn, Ole
Published 2020