Imagen de Portada

Dual-Branch Convolutional Framework for Spatial and Frequency-Based Image Forgery Detection

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Tyagi, Naman, Jain, Riya
Formato:	Preprint
Publicado:	2025
Materias:	Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Formal Algorithms for Model Efficiency
por: Tyagi, Naman, et al.
Publicado: (2025)

DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding
por: Wang, Ziwei, et al.
Publicado: (2025)

Harmonic Loss Trains Interpretable AI Models
por: Baek, David D., et al.
Publicado: (2025)

QuFeX: Quantum feature extraction module for hybrid quantum-classical deep neural networks
por: Jain, Naman, et al.
Publicado: (2025)

A Post-Processing-Based Fair Federated Learning Framework
por: Zhou, Yi, et al.
Publicado: (2025)

D-CTNet: A Dual-Branch Channel-Temporal Forecasting Network with Frequency-Domain Correction
por: Wang, Shaoxun, et al.
Publicado: (2025)

CAE-Net: Generalized Deepfake Image Detection using Convolution and Attention Mechanisms with Spatial and Frequency Domain Features
por: Bhattacharjee, Anindya, et al.
Publicado: (2025)

Wavelet-Driven Generalizable Framework for Deepfake Face Forgery Detection
por: Baru, Lalith Bharadwaj, et al.
Publicado: (2024)

Multimodal Rumor Detection Enhanced by External Evidence and Forgery Features
por: Li, Han, et al.
Publicado: (2026)

LightMedSeg: Lightweight 3D Medical Image Segmentation with Learned Spatial Anchors
por: Tyagi, Kavyansh, et al.
Publicado: (2026)

OmniLearn: A Framework for Distributed Deep Learning over Heterogeneous Clusters
por: Tyagi, Sahil, et al.
Publicado: (2025)

HemePLM-Diffuse: A Scalable Generative Framework for Protein-Ligand Dynamics in Large Biomolecular System
por: Thakur, Rakesh, et al.
Publicado: (2025)

ForgerySleuth: Empowering Multimodal Large Language Models for Image Manipulation Detection
por: Sun, Zhihao, et al.
Publicado: (2024)

FreCT: Frequency-augmented Convolutional Transformer for Robust Time Series Anomaly Detection
por: Zhang, Wenxin, et al.
Publicado: (2025)

Detecting Adversarial Data using Perturbation Forgery
por: Wang, Qian, et al.
Publicado: (2024)

ESTM: An Enhanced Dual-Branch Spectral-Temporal Mamba for Anomalous Sound Detection
por: Ma, Chengyuan, et al.
Publicado: (2025)

Dual-TSST: A Dual-Branch Temporal-Spectral-Spatial Transformer Model for EEG Decoding
por: Li, Hongqi, et al.
Publicado: (2024)

Learning to Prune Branches in Modern Tree-Fruit Orchards
por: Jain, Abhinav, et al.
Publicado: (2025)

Unveiling Deepfakes: A Frequency-Aware Triple Branch Network for Deepfake Detection
por: Shen, Qihao, et al.
Publicado: (2026)

Dual Convexified Convolutional Neural Networks
por: Bai, Site, et al.
Publicado: (2022)

Rethinking VLMs for Image Forgery Detection and Localization
por: Guo, Shaofeng, et al.
Publicado: (2026)

Phase-Aware Deep Learning with Complex-Valued CNNs for Audio Signal Applications
por: Agrawal, Naman
Publicado: (2025)

Optimizing Performance of Feedforward and Convolutional Neural Networks through Dynamic Activation Functions
por: Rane, Chinmay, et al.
Publicado: (2023)

PIP-Loco: A Proprioceptive Infinite Horizon Planning Framework for Quadrupedal Robot Locomotion
por: Shirwatkar, Aditya, et al.
Publicado: (2024)

A comprehensive study of on-device NLP applications -- VQA, automated Form filling, Smart Replies for Linguistic Codeswitching
por: Goyal, Naman
Publicado: (2024)

Building Transparency in Deep Learning-Powered Network Traffic Classification: A Traffic-Explainer Framework
por: Ponraj, Riya, et al.
Publicado: (2025)

Joint estimation of smooth graph signals from partial linear measurements
por: Tyagi, Hemant
Publicado: (2025)

Supplementary Materials to Graph Convolutional Branch and Bound
por: Sciandra, Lorenzo, et al.
Publicado: (2024)

CSU-PCAST: A Dual-Branch Transformer Framework for medium-range ensemble Precipitation Forecasting
por: Xiong, Tianyi, et al.
Publicado: (2025)

RegionGCN: Spatial-Heterogeneity-Aware Graph Convolutional Networks
por: Guo, Hao, et al.
Publicado: (2025)

Adaptive Branch Specialization in Spectral-Spatial Graph Neural Networks for Certified Robustness
por: Choi, Yoonhyuk, et al.
Publicado: (2025)

Forensics Adapter: Unleashing CLIP for Generalizable Face Forgery Detection
por: Cui, Xinjie, et al.
Publicado: (2024)

FRWKV+: Adaptive Periodic-Position Branch Interaction for Frequency-Space Linear Time Series Forecasting
por: Yang, Qingyuan, et al.
Publicado: (2026)

Syzygy: Dual Code-Test C to (safe) Rust Translation using LLMs and Dynamic Analysis
por: Shetty, Manish, et al.
Publicado: (2024)

Modeling Spatial Extremes using Non-Gaussian Spatial Autoregressive Models via Convolutional Neural Networks
por: Rai, Sweta, et al.
Publicado: (2025)

GraVAC: Adaptive Compression for Communication-Efficient Distributed DL Training
por: Tyagi, Sahil, et al.
Publicado: (2023)

PGCN: Progressive Graph Convolutional Networks for Spatial-Temporal Traffic Forecasting
por: Shin, Yuyol, et al.
Publicado: (2022)

Spatially Regularized Graph Attention Autoencoder Framework for Detecting Rainfall Extremes
por: Agarwal, Mihir, et al.
Publicado: (2024)

Spatial-and-Frequency-aware Restoration method for Images based on Diffusion Models
por: Lee, Kyungsung, et al.
Publicado: (2024)

Agribot: agriculture-specific question answer system
por: Jain, Naman, et al.
Publicado: (2025)