User Identification

Benchmarks archive 2025-07-28

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Datasets archive 2025-07-28

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Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

15 shown of 15 papers with code (76 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Backdoor Attack against Speaker Verification
  22 Oct 2020 2 repositories listed Syntology ran 0 of 5 samples · 5 unverified
  We also demonstrate that existing backdoor attacks cannot be directly adopted in attacking speaker verification.
• Energy-Free Sensing and Context Recognition Using Photovoltaic Cells
  7 Mar 2025 1 repository listed
  By analyzing these patterns, the system can accurately identify the user, count the number of steps taken, and track the user's location.
• Improved User Identification through Calibrated Monte-Carlo Dropout
  29 Sep 2024 1 repository listed
  Our thorough evaluation and comparison of different calibration methods have shown improved accuracy in user identification across multiple datasets.
• Uncertainty Quantification to Enhance Probabilistic Fusion Based User Identification Using Smartphones
  15 Jul 2024 1 repository listed
  User identification through smartphones and wearable sensors holds promise but faces challenges from variability in user activities and sampling windows.
• Versatile User Identification in Extended Reality using Pretrained Similarity-Learning
  15 Feb 2023 1 repository listed
  Furthermore, we extended this evaluation using an independent dataset that features completely different users, tasks, and three different XR devices.
• GaitSADA: Self-Aligned Domain Adaptation for mmWave Gait Recognition
  31 Jan 2023 1 repository listed
  mmWave radar-based gait recognition is a novel user identification method that captures human gait biometrics from mmWave radar return signals.
• Reinforcement Learning-enhanced Shared-account Cross-domain Sequential Recommendation
  16 Jun 2022 1 repository listed
  Shared-account Cross-domain Sequential Recommendation (SCSR) is an emerging yet challenging task that simultaneously considers the shared-account and cross-domain characteristics in the sequential recommendation.
• A personalized benchmark for face anti-spoofing
  5 Jan 2022 1 repository listed
  In real-world scenarios, however, face authentication systems often have an initial enrollment step where a few live images of the user are recorded and stored for identification purposes.
• WiFi-based Multi-task Sensing
  26 Nov 2021 1 repository listed
  Then, for solving the imbalance issue, the extracted common feature in Wimuse is encouraged to get close to the counterpart features of the STS models.
• Deep CSI Learning for Gait Biometric Sensing and Recognition
  6 Feb 2019 1 repository listed
  Gait is a person's natural walking style and a complex biological process that is unique to each person.
• Mobile Sensor Data Anonymization
  26 Oct 2018 1 repository listed
  Motion sensors such as accelerometers and gyroscopes measure the instant acceleration and rotation of a device, in three dimensions.
• FMCode: A 3D In-the-Air Finger Motion Based User Login Framework for Gesture Interface
  1 Aug 2018 1 repository listed
  In this paper, we propose a unified user login framework using 3D in-air-handwriting, called FMCode.
• FMHash: Deep Hashing of In-Air-Handwriting for User Identification
  10 Jun 2018 1 repository listed
  Many mobile systems and wearable devices, such as Virtual Reality (VR) or Augmented Reality (AR) headsets, lack a keyboard or touchscreen to type an ID and password for signing into a virtual website.
• Applying advanced machine learning models to classify electro-physiological activity of human brain for use in biometric identification
  3 Aug 2017 1 repository listed
  In this article we present the results of our research related to the study of correlations between specific visual stimulation and the elicited brain's electro-physiological response collected by EEG sensors from a…
• DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing
  7 Nov 2016 1 repository listed
  For many mobile applications, it is hard to find a distribution that exactly describes the noise in practice.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.