Pruning Deep Convolutional Neural Network Using Conditional Mutual Information
Fuente:
arXiv
Saved in:
| Main Authors: | Vu-Van, Tien, Thanh, Dat Du, Ho, Nguyen, Vu, Mai |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Inferring Properties of Graph Neural Networks
by: Nguyen, Dat, et al.
Published: (2024)
by: Nguyen, Dat, et al.
Published: (2024)
A DPLL(T) Framework for Verifying Deep Neural Networks
by: Duong, Hai, et al.
Published: (2023)
by: Duong, Hai, et al.
Published: (2023)
Mutual Information Preserving Neural Network Pruning
by: Westphal, Charles, et al.
Published: (2024)
by: Westphal, Charles, et al.
Published: (2024)
Lossless Point Cloud Geometry and Attribute Compression Using a Learned Conditional Probability Model
by: Nguyen, Dat Thanh, et al.
Published: (2023)
by: Nguyen, Dat Thanh, et al.
Published: (2023)
Graph Neural Network Based Hybrid Beamforming Design in Wideband Terahertz MIMO-OFDM Systems
by: Li, Beier, et al.
Published: (2025)
by: Li, Beier, et al.
Published: (2025)
Mutual Information Collapse Explains Disentanglement Failure in $β$-VAEs
by: Vu, Minh, et al.
Published: (2026)
by: Vu, Minh, et al.
Published: (2026)
Hamiltonian Monte Carlo on ReLU Neural Networks is Inefficient
by: Dinh, Vu C., et al.
Published: (2024)
by: Dinh, Vu C., et al.
Published: (2024)
NeuFACO: Neural Focused Ant Colony Optimization for Traveling Salesman Problem
by: Tran, Dat Thanh, et al.
Published: (2025)
by: Tran, Dat Thanh, et al.
Published: (2025)
Variational Neural Networks
by: Oleksiienko, Illia, et al.
Published: (2022)
by: Oleksiienko, Illia, et al.
Published: (2022)
Low-Rank Matrix Factorizations with Volume-based Constraints and Regularizations
by: Thanh, Olivier Vu
Published: (2024)
by: Thanh, Olivier Vu
Published: (2024)
Gentle Local Robustness implies Generalization
by: Than, Khoat, et al.
Published: (2024)
by: Than, Khoat, et al.
Published: (2024)
Deep Learning to Identify the Spatio-Temporal Cascading Effects of Train Delays in a High-Density Network
by: Nguyen, Vu Duc Anh, et al.
Published: (2025)
by: Nguyen, Vu Duc Anh, et al.
Published: (2025)
ComaDICE: Offline Cooperative Multi-Agent Reinforcement Learning with Stationary Distribution Shift Regularization
by: Bui, The Viet, et al.
Published: (2024)
by: Bui, The Viet, et al.
Published: (2024)
Preference-Guided Learning for Sparse-Reward Multi-Agent Reinforcement Learning
by: Bui, The Viet, et al.
Published: (2025)
by: Bui, The Viet, et al.
Published: (2025)
O-MAPL: Offline Multi-agent Preference Learning
by: Bui, The Viet, et al.
Published: (2025)
by: Bui, The Viet, et al.
Published: (2025)
MPruner: Optimizing Neural Network Size with CKA-Based Mutual Information Pruning
by: Hu, Seungbeom, et al.
Published: (2024)
by: Hu, Seungbeom, et al.
Published: (2024)
MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations
by: Bui, The Viet, et al.
Published: (2025)
by: Bui, The Viet, et al.
Published: (2025)
SQLong: Enhanced NL2SQL for Longer Contexts with LLMs
by: Nguyen, Dai Quoc, et al.
Published: (2025)
by: Nguyen, Dai Quoc, et al.
Published: (2025)
Reinforcement Learning of Structured Control for Linear Systems with Unknown State Matrix
by: Mukherjee, Sayak, et al.
Published: (2020)
by: Mukherjee, Sayak, et al.
Published: (2020)
MUSS: Multilevel Subset Selection for Relevance and Diversity
by: Nguyen, Vu, et al.
Published: (2025)
by: Nguyen, Vu, et al.
Published: (2025)
EEG-Titans: Long-Horizon Seizure Forecasting via Dual-Branch Attention and Neural Memory
by: Pham, Tien-Dat, et al.
Published: (2026)
by: Pham, Tien-Dat, et al.
Published: (2026)
Sparse classification with positive-confidence data in high dimensions
by: Mai, The Tien, et al.
Published: (2025)
by: Mai, The Tien, et al.
Published: (2025)
High Dimensional Bayesian Optimization using Lasso Variable Selection
by: Hoang, Vu Viet, et al.
Published: (2025)
by: Hoang, Vu Viet, et al.
Published: (2025)
Model and Feature Diversity for Bayesian Neural Networks in Mutual Learning
by: Pham, Cuong, et al.
Published: (2024)
by: Pham, Cuong, et al.
Published: (2024)
Adaptive Structured Pruning of Convolutional Neural Networks for Time Series Classification
by: Abdullayev, Javidan, et al.
Published: (2026)
by: Abdullayev, Javidan, et al.
Published: (2026)
Correctness Assessment of Code Generated by Large Language Models Using Internal Representations
by: Bui, Tuan-Dung, et al.
Published: (2025)
by: Bui, Tuan-Dung, et al.
Published: (2025)
ISDNN: A Deep Neural Network for Channel Estimation in Massive MIMO systems
by: Son, Do Hai, et al.
Published: (2024)
by: Son, Do Hai, et al.
Published: (2024)
Maximum-Volume Nonnegative Matrix Factorization
by: Thanh, Olivier Vu, et al.
Published: (2026)
by: Thanh, Olivier Vu, et al.
Published: (2026)
Deep unrolling for learning optimal spatially varying regularisation parameters for Total Generalised Variation
by: Vu, Thanh Trung, et al.
Published: (2025)
by: Vu, Thanh Trung, et al.
Published: (2025)
Efficient and Effective Implicit Dynamic Graph Neural Network
by: Zhong, Yongjian, et al.
Published: (2024)
by: Zhong, Yongjian, et al.
Published: (2024)
Multi-Agent Q-Learning for Real-Time Load Balancing User Association and Handover in Mobile Networks
by: Alizadeh, Alireza, et al.
Published: (2024)
by: Alizadeh, Alireza, et al.
Published: (2024)
Cross-Subject Intracranial EEG Reconstruction from Scalp Recordings Using Multi-Scale Cross-Attention Transformers
by: Pham, Tien-Dat, et al.
Published: (2026)
by: Pham, Tien-Dat, et al.
Published: (2026)
Concurrent Training and Layer Pruning of Deep Neural Networks
by: Guenter, Valentin Frank Ingmar, et al.
Published: (2024)
by: Guenter, Valentin Frank Ingmar, et al.
Published: (2024)
Slicing Mutual Information Generalization Bounds for Neural Networks
by: Nadjahi, Kimia, et al.
Published: (2024)
by: Nadjahi, Kimia, et al.
Published: (2024)
Concentration properties of fractional posterior in 1-bit matrix completion
by: Mai, The Tien
Published: (2024)
by: Mai, The Tien
Published: (2024)
Misclassification excess risk bounds for PAC-Bayesian classification via convexified loss
by: Mai, The Tien
Published: (2024)
by: Mai, The Tien
Published: (2024)
DeepEmoNet: Building Machine Learning Models for Automatic Emotion Recognition in Human Speeches
by: Vu, Tai
Published: (2025)
by: Vu, Tai
Published: (2025)
Misclassification excess risk bounds for 1-bit matrix completion
by: Mai, The Tien
Published: (2023)
by: Mai, The Tien
Published: (2023)
Spatiotemporal Graph Convolutional Recurrent Neural Network Model for Citywide Air Pollution Forecasting
by: Le, Van-Duc, et al.
Published: (2023)
by: Le, Van-Duc, et al.
Published: (2023)
Harnessing Neuron Stability to Improve DNN Verification
by: Duong, Hai, et al.
Published: (2024)
by: Duong, Hai, et al.
Published: (2024)
Similar Items
-
Inferring Properties of Graph Neural Networks
by: Nguyen, Dat, et al.
Published: (2024) -
A DPLL(T) Framework for Verifying Deep Neural Networks
by: Duong, Hai, et al.
Published: (2023) -
Mutual Information Preserving Neural Network Pruning
by: Westphal, Charles, et al.
Published: (2024) -
Lossless Point Cloud Geometry and Attribute Compression Using a Learned Conditional Probability Model
by: Nguyen, Dat Thanh, et al.
Published: (2023) -
Graph Neural Network Based Hybrid Beamforming Design in Wideband Terahertz MIMO-OFDM Systems
by: Li, Beier, et al.
Published: (2025)