Image de couverture de livre

MI CAM: Mutual Information Weighted Activation Mapping for Causal Visual Explanations of Convolutional Neural Networks

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Iyer, Ram S, Iyer, Narayan S, P, Rugmini Ammal
Format:	Preprint
Publié:	2025
Sujets:	Computer Vision and Pattern Recognition Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

ADVISE: ADaptive Feature Relevance and VISual Explanations for Convolutional Neural Networks
par: Dehshibi, Mohammad Mahdi, et autres
Publié: (2022)

FovEx: Human-Inspired Explanations for Vision Transformers and Convolutional Neural Networks
par: Panda, Mahadev Prasad, et autres
Publié: (2024)

TextCAM: Explaining Class Activation Map with Text
par: Zhao, Qiming, et autres
Publié: (2025)

Feature Map Similarity Reduction in Convolutional Neural Networks
par: Belmekki, Zakariae, et autres
Publié: (2024)

SHaSaM: Submodular Hard Sample Mining for Fair Facial Attribute Recognition
par: Majee, Anay, et autres
Publié: (2026)

Winsor-CAM: Human-Tunable Visual Explanations from Deep Networks via Layer-Wise Winsorization
par: Wall, Casey, et autres
Publié: (2025)

Mutually Causal Semantic Distillation Network for Zero-Shot Learning
par: Chen, Shiming, et autres
Publié: (2026)

Explaining Deep Convolutional Neural Networks for Image Classification by Evolving Local Interpretable Model-agnostic Explanations
par: Wang, Bin, et autres
Publié: (2022)

Looking Beyond the Known: Towards a Data Discovery Guided Open-World Object Detection
par: Majee, Anay, et autres
Publié: (2025)

LEDA: Log-Euclidean Diffeomorphism Autoencoder for Efficient Statistical Analysis of Diffeomorphisms
par: Iyer, Krithika, et autres
Publié: (2024)

Good Representation, Better Explanation: Role of Convolutional Neural Networks in Transformer-Based Remote Sensing Image Captioning
par: Das, Swadhin, et autres
Publié: (2025)

Emotion Recognition Using Convolutional Neural Networks
par: Xu, Shaoyuan, et autres
Publié: (2025)

Learning Robust Convolutional Neural Networks with Relevant Feature Focusing via Explanations
par: Adachi, Kazuki, et autres
Publié: (2022)

On the Efficiency of Convolutional Neural Networks
par: Lavin, Andrew
Publié: (2024)

CF-CAM: Cluster Filter Class Activation Mapping for Reliable Gradient-Based Interpretability
par: He, Hongjie, et autres
Publié: (2025)

Fusion-CAM: Integrating Gradient and Region-Based Class Activation Maps for Robust Visual Explanations
par: Dekdegue, Hajar, et autres
Publié: (2026)

Activation Matching for Explanation Generation
par: Suhail, Pirzada, et autres
Publié: (2025)

Interpreting Neurons in Deep Vision Networks with Language Models
par: Bai, Nicholas, et autres
Publié: (2024)

Model and Feature Diversity for Bayesian Neural Networks in Mutual Learning
par: Pham, Cuong, et autres
Publié: (2024)

Network Inversion of Convolutional Neural Nets
par: Suhail, Pirzada, et autres
Publié: (2024)

Optimizing Convolutional Neural Network Architecture
par: Balderas, Luis, et autres
Publié: (2023)

QMViT: A Mushroom is worth 16x16 Words
par: Dutta, Siddhant, et autres
Publié: (2024)

SCoRe: Submodular Combinatorial Representation Learning
par: Majee, Anay, et autres
Publié: (2023)

SMILe: Leveraging Submodular Mutual Information For Robust Few-Shot Object Detection
par: Majee, Anay, et autres
Publié: (2024)

Disentangling Polysemantic Channels in Convolutional Neural Networks
par: Hesse, Robin, et autres
Publié: (2025)

The Potential of Convolutional Neural Networks for Cancer Detection
par: Molaeian, Hossein, et autres
Publié: (2024)

On the Generalization and Causal Explanation in Self-Supervised Learning
par: Qiang, Wenwen, et autres
Publié: (2024)

Visual Spatial Learning: Single-Field Spatial Interpolation Using Convolutional Neural Networks
par: Tinoco, Daniel, et autres
Publié: (2026)

Gradient Enhanced Self-Training Physics-Informed Neural Network (gST-PINN) for Solving Nonlinear Partial Differential Equations
par: Iyer, Narayan S, et autres
Publié: (2025)

Fully Hyperbolic Convolutional Neural Networks for Computer Vision
par: Bdeir, Ahmad, et autres
Publié: (2023)

Enhancing Tea Leaf Disease Recognition with Attention Mechanisms and Grad-CAM Visualization
par: Shikdar, Omar Faruq, et autres
Publié: (2025)

Automated Schizophrenia Detection from Handwriting Samples via Transfer Learning Convolutional Neural Networks
par: Castro, Rafael, et autres
Publié: (2024)

Explaining Representation by Mutual Information
par: Gu, Lifeng
Publié: (2021)

MORPH-LER: Log-Euclidean Regularization for Population-Aware Image Registration
par: Karanam, Mokshagna Sai Teja, et autres
Publié: (2025)

Analytic Convolutional Layer: A Step to Analytic Neural Network
par: Cui, Jingmao, et autres
Publié: (2024)

Investigating the Gestalt Principle of Closure in Deep Convolutional Neural Networks
par: Zhang, Yuyan, et autres
Publié: (2024)

Distribution-Aware Tensor Decomposition for Compression of Convolutional Neural Networks
par: Kalle, Alper, et autres
Publié: (2025)

Neural Loss Function Evolution for Large-Scale Image Classifier Convolutional Neural Networks
par: Morgan, Brandon, et autres
Publié: (2024)

VOICE: Variance of Induced Contrastive Explanations to quantify Uncertainty in Neural Network Interpretability
par: Prabhushankar, Mohit, et autres
Publié: (2024)

SONIC: Spectral Oriented Neural Invariant Convolutions
par: Moens, Gijs Joppe, et autres
Publié: (2026)