Uncovering Critical Features for Deepfake Detection through the Lottery Ticket Hypothesis
Fuente:
arXiv
Saved in:
| Main Authors: | Amin, Lisan Al, Hossain, Md. Ismail, Nguyen, Thanh Thi, Jahan, Tasnim, Islam, Mahbubul, Quader, Faisal |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Quantum Kernels for Audio Deepfake Detection Using Spectrogram Patch Features
by: Amin, Lisan Al, et al.
Published: (2026)
by: Amin, Lisan Al, et al.
Published: (2026)
Bayesian Lottery Ticket Hypothesis
by: Kuhn, Nicholas, et al.
Published: (2026)
by: Kuhn, Nicholas, et al.
Published: (2026)
Democratizing AI: A Comparative Study in Deep Learning Efficiency and Future Trends in Computational Processing
by: Amin, Lisan Al, et al.
Published: (2026)
by: Amin, Lisan Al, et al.
Published: (2026)
COLT: Cyclic Overlapping Lottery Tickets for Faster Pruning of Convolutional Neural Networks
by: Hossain, Md. Ismail, et al.
Published: (2022)
by: Hossain, Md. Ismail, et al.
Published: (2022)
The Lottery Ticket Hypothesis in Denoising: Towards Semantic-Driven Initialization
by: Mao, Jiafeng, et al.
Published: (2023)
by: Mao, Jiafeng, et al.
Published: (2023)
Human-Centered Explainable AI for Security Enhancement: A Deep Intrusion Detection Framework
by: Ayan, Md Muntasir Jahid, et al.
Published: (2026)
by: Ayan, Md Muntasir Jahid, et al.
Published: (2026)
On the Sparsity of the Strong Lottery Ticket Hypothesis
by: Natale, Emanuele, et al.
Published: (2024)
by: Natale, Emanuele, et al.
Published: (2024)
A Survey of Lottery Ticket Hypothesis
by: Liu, Bohan, et al.
Published: (2024)
by: Liu, Bohan, et al.
Published: (2024)
Reliable Audio Deepfake Detection in Variable Conditions via Quantum-Kernel SVMs
by: Amin, Lisan Al, et al.
Published: (2025)
by: Amin, Lisan Al, et al.
Published: (2025)
Investigating the Lottery Ticket Hypothesis for Variational Quantum Circuits
by: Kölle, Michael, et al.
Published: (2025)
by: Kölle, Michael, et al.
Published: (2025)
Insights into the Lottery Ticket Hypothesis and Iterative Magnitude Pruning
by: Saleem, Tausifa Jan, et al.
Published: (2024)
by: Saleem, Tausifa Jan, et al.
Published: (2024)
The Strong Lottery Ticket Hypothesis for Multi-Head Attention Mechanisms
by: Otsuka, Hikari, et al.
Published: (2025)
by: Otsuka, Hikari, et al.
Published: (2025)
The Open-World Lottery Ticket Hypothesis for OOD Intent Classification
by: Zhou, Yunhua, et al.
Published: (2022)
by: Zhou, Yunhua, et al.
Published: (2022)
Gaining the Sparse Rewards by Exploring Lottery Tickets in Spiking Neural Network
by: Cheng, Hao, et al.
Published: (2023)
by: Cheng, Hao, et al.
Published: (2023)
SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning
by: You, Haoran, et al.
Published: (2022)
by: You, Haoran, et al.
Published: (2022)
LOTUS: Improving Transformer Efficiency with Sparsity Pruning and Data Lottery Tickets
by: Upadhyay, Ojasw
Published: (2024)
by: Upadhyay, Ojasw
Published: (2024)
A Critical Analysis on Machine Learning Techniques for Video-based Human Activity Recognition of Surveillance Systems: A Review
by: Jahan, Shahriar, et al.
Published: (2024)
by: Jahan, Shahriar, et al.
Published: (2024)
Quantization vs Pruning: Insights from the Strong Lottery Ticket Hypothesis
by: Kumar, Aakash, et al.
Published: (2025)
by: Kumar, Aakash, et al.
Published: (2025)
Uncovering a Winning Lottery Ticket with Continuously Relaxed Bernoulli Gates
by: Tsayag, Itamar, et al.
Published: (2026)
by: Tsayag, Itamar, et al.
Published: (2026)
Winning the Lottery by Preserving Network Training Dynamics with Concrete Ticket Search
by: Arora, Tanay, et al.
Published: (2025)
by: Arora, Tanay, et al.
Published: (2025)
Adaptive Local Binary Pattern: A Novel Feature Descriptor for Enhanced Analysis of Kidney Abnormalities in CT Scan Images using ensemble based Machine Learning Approach
by: Hossain, Tahmim, et al.
Published: (2024)
by: Hossain, Tahmim, et al.
Published: (2024)
Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning
by: Iurada, Leonardo, et al.
Published: (2024)
by: Iurada, Leonardo, et al.
Published: (2024)
Real-Time Detection and Analysis of Vehicles and Pedestrians using Deep Learning
by: Sadik, Md Nahid, et al.
Published: (2024)
by: Sadik, Md Nahid, et al.
Published: (2024)
Enhancing Scalability in Recommender Systems through Lottery Ticket Hypothesis and Knowledge Distillation-based Neural Network Pruning
by: R, Rajaram, et al.
Published: (2024)
by: R, Rajaram, et al.
Published: (2024)
The Alpha Blending Hypothesis: Compositing Shortcut in Deepfake Detection
by: Yermakov, Andrii, et al.
Published: (2026)
by: Yermakov, Andrii, et al.
Published: (2026)
SpecXNet: A Dual-Domain Convolutional Network for Robust Deepfake Detection
by: Alam, Inzamamul, et al.
Published: (2025)
by: Alam, Inzamamul, et al.
Published: (2025)
On the Mechanism and Dynamics of Modular Addition: Fourier Features, Lottery Ticket, and Grokking
by: He, Jianliang, et al.
Published: (2026)
by: He, Jianliang, et al.
Published: (2026)
KS-Lottery: Finding Certified Lottery Tickets for Multilingual Language Models
by: Yuan, Fei, et al.
Published: (2024)
by: Yuan, Fei, et al.
Published: (2024)
Face2Parts: Exploring Coarse-to-Fine Inter-Regional Facial Dependencies for Generalized Deepfake Detection
by: Uddin, Kutub, et al.
Published: (2026)
by: Uddin, Kutub, et al.
Published: (2026)
Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection
by: Ba, Zhongjie, et al.
Published: (2024)
by: Ba, Zhongjie, et al.
Published: (2024)
Personalized Federated Segmentation with Shared Feature Aggregation and Boundary-Focused Calibration
by: Tashdeed, Ishmam, et al.
Published: (2025)
by: Tashdeed, Ishmam, et al.
Published: (2025)
Toy Combinatorial Interpretability Models Reveal Lottery Tickets in Early Feature Space
by: Bebchuk, Alon, et al.
Published: (2026)
by: Bebchuk, Alon, et al.
Published: (2026)
Quantitative Currency Evaluation in Low-Resource Settings through Pattern Analysis to Assist Visually Impaired Users
by: Ovi, Md Sultanul Islam, et al.
Published: (2025)
by: Ovi, Md Sultanul Islam, et al.
Published: (2025)
Deep Learning with Self-Attention and Enhanced Preprocessing for Precise Diagnosis of Acute Lymphoblastic Leukemia from Bone Marrow Smears in Hemato-Oncology
by: Maruf, Md., et al.
Published: (2025)
by: Maruf, Md., et al.
Published: (2025)
DExNet: Combining Observations of Domain Adapted Critics for Leaf Disease Classification with Limited Data
by: Ahmed, Sabbir, et al.
Published: (2025)
by: Ahmed, Sabbir, et al.
Published: (2025)
A study report on working conditions of tea plantation workers in Bangladesh
by: Md. Faisal Ahmmed, et al.
Published: (2016)
by: Md. Faisal Ahmmed, et al.
Published: (2016)
Future Industrial Applications: Exploring LPWAN-Driven IoT Protocols
by: Islam, Mahbubul, et al.
Published: (2023)
by: Islam, Mahbubul, et al.
Published: (2023)
Lottery Ticket Adaptation: Mitigating Destructive Interference in LLMs
by: Panda, Ashwinee, et al.
Published: (2024)
by: Panda, Ashwinee, et al.
Published: (2024)
Finding Strong Lottery Ticket Networks with Genetic Algorithms
by: Altmann, Philipp, et al.
Published: (2024)
by: Altmann, Philipp, et al.
Published: (2024)
Explainable AI-Driven Detection of Human Monkeypox Using Deep Learning and Vision Transformers: A Comprehensive Analysis
by: Hossain, Md. Zahid, et al.
Published: (2025)
by: Hossain, Md. Zahid, et al.
Published: (2025)
Similar Items
-
Quantum Kernels for Audio Deepfake Detection Using Spectrogram Patch Features
by: Amin, Lisan Al, et al.
Published: (2026) -
Bayesian Lottery Ticket Hypothesis
by: Kuhn, Nicholas, et al.
Published: (2026) -
Democratizing AI: A Comparative Study in Deep Learning Efficiency and Future Trends in Computational Processing
by: Amin, Lisan Al, et al.
Published: (2026) -
COLT: Cyclic Overlapping Lottery Tickets for Faster Pruning of Convolutional Neural Networks
by: Hossain, Md. Ismail, et al.
Published: (2022) -
The Lottery Ticket Hypothesis in Denoising: Towards Semantic-Driven Initialization
by: Mao, Jiafeng, et al.
Published: (2023)