Online Algorithms for Hierarchical Inference in Deep Learning applications at the Edge
Fuente:
arXiv
Guardado en:
| Autores principales: | Moothedath, Vishnu Narayanan, Champati, Jaya Prakash, Gross, James |
|---|---|
| Formato: | Preprint |
| Publicado: |
2023
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Inference Offloading for Cost-Sensitive Binary Classification at the Edge
por: Moothedath, Vishnu Narayanan, et al.
Publicado: (2025)
por: Moothedath, Vishnu Narayanan, et al.
Publicado: (2025)
Towards Efficient Multi-LLM Inference: Characterization and Analysis of LLM Routing and Hierarchical Techniques
por: Behera, Adarsh Prasad, et al.
Publicado: (2025)
por: Behera, Adarsh Prasad, et al.
Publicado: (2025)
Inference-Time Search Using Side Information for Diffusion-Based Image Reconstruction
por: Farahbakhsh, Mahdi, et al.
Publicado: (2025)
por: Farahbakhsh, Mahdi, et al.
Publicado: (2025)
Forget Less by Learning from Parents Through Hierarchical Relationships
por: Kaushik, Arjun Ramesh, et al.
Publicado: (2026)
por: Kaushik, Arjun Ramesh, et al.
Publicado: (2026)
Low-Regret and Low-Complexity Learning for Hierarchical Inference
por: Chattopadhyay, Sameep, et al.
Publicado: (2025)
por: Chattopadhyay, Sameep, et al.
Publicado: (2025)
Federated Learning of Binary Neural Networks: Enabling Low-Cost Inference
por: Shankar, Nitin Priyadarshini, et al.
Publicado: (2026)
por: Shankar, Nitin Priyadarshini, et al.
Publicado: (2026)
ManifoldGD: Training-Free Hierarchical Manifold Guidance for Diffusion-Based Dataset Distillation
por: Roy, Ayush, et al.
Publicado: (2026)
por: Roy, Ayush, et al.
Publicado: (2026)
EdgeOL: Efficient in-situ Online Learning on Edge Devices
por: Li, Sheng, et al.
Publicado: (2024)
por: Li, Sheng, et al.
Publicado: (2024)
Scaling Up Quantization-Aware Neural Architecture Search for Efficient Deep Learning on the Edge
por: Lu, Yao, et al.
Publicado: (2024)
por: Lu, Yao, et al.
Publicado: (2024)
Enhancing IMU-Based Online Handwriting Recognition via Contrastive Learning with Zero Inference Overhead
por: Li, Jindong, et al.
Publicado: (2026)
por: Li, Jindong, et al.
Publicado: (2026)
BSO: Binary Spiking Online Optimization Algorithm
por: Liang, Yu, et al.
Publicado: (2025)
por: Liang, Yu, et al.
Publicado: (2025)
Wear Classification of Abrasive Flap Wheels using a Hierarchical Deep Learning Approach
por: Kähler, Falko, et al.
Publicado: (2026)
por: Kähler, Falko, et al.
Publicado: (2026)
Leveraging Hierarchical Feature Sharing for Efficient Dataset Condensation
por: Zheng, Haizhong, et al.
Publicado: (2023)
por: Zheng, Haizhong, et al.
Publicado: (2023)
Deep Online Probability Aggregation Clustering
por: Yan, Yuxuan, et al.
Publicado: (2024)
por: Yan, Yuxuan, et al.
Publicado: (2024)
Augmentations vs Algorithms: What Works in Self-Supervised Learning
por: Morningstar, Warren, et al.
Publicado: (2024)
por: Morningstar, Warren, et al.
Publicado: (2024)
Hierarchical Abstraction Enables Human-Like 3D Object Recognition in Deep Learning Models
por: Fu, Shuhao, et al.
Publicado: (2025)
por: Fu, Shuhao, et al.
Publicado: (2025)
Baitradar: A Multi-Model Clickbait Detection Algorithm Using Deep Learning
por: Gamage, Bhanuka, et al.
Publicado: (2025)
por: Gamage, Bhanuka, et al.
Publicado: (2025)
TinierHAR: Towards Ultra-Lightweight Deep Learning Models for Efficient Human Activity Recognition on Edge Devices
por: Bian, Sizhen, et al.
Publicado: (2025)
por: Bian, Sizhen, et al.
Publicado: (2025)
GRMLR: Knowledge-Enhanced Small-Data Learning for Deep-Sea Cold Seep Stage Inference
por: Zhou, Chenxu, et al.
Publicado: (2026)
por: Zhou, Chenxu, et al.
Publicado: (2026)
A Systematic Performance Analysis of Deep Perceptual Loss Networks: Breaking Transfer Learning Conventions
por: Pihlgren, Gustav Grund, et al.
Publicado: (2023)
por: Pihlgren, Gustav Grund, et al.
Publicado: (2023)
HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning
por: Li, Jianfeng, et al.
Publicado: (2024)
por: Li, Jianfeng, et al.
Publicado: (2024)
MovePose: A High-performance Human Pose Estimation Algorithm on Mobile and Edge Devices
por: Yu, Dongyang, et al.
Publicado: (2023)
por: Yu, Dongyang, et al.
Publicado: (2023)
PRISM: Distributed Inference for Foundation Models at Edge
por: Qazi, Muhammad Azlan, et al.
Publicado: (2025)
por: Qazi, Muhammad Azlan, et al.
Publicado: (2025)
Specularity Factorization for Low-Light Enhancement
por: Saini, Saurabh, et al.
Publicado: (2024)
por: Saini, Saurabh, et al.
Publicado: (2024)
Reducing Deep Network Complexity via Sparse Hierarchical Fourier Interaction Networks
por: Kiruluta, Andrew, et al.
Publicado: (2017)
por: Kiruluta, Andrew, et al.
Publicado: (2017)
Forget Less by Learning Together through Concept Consolidation
por: Kaushik, Arjun Ramesh, et al.
Publicado: (2026)
por: Kaushik, Arjun Ramesh, et al.
Publicado: (2026)
Power-scaled Bayesian Inference with Score-based Generative Models
por: Erdinc, Huseyin Tuna, et al.
Publicado: (2025)
por: Erdinc, Huseyin Tuna, et al.
Publicado: (2025)
Mobile Application for Oral Disease Detection using Federated Learning
por: Narayanan V, Shankara, et al.
Publicado: (2023)
por: Narayanan V, Shankara, et al.
Publicado: (2023)
Deep Spatially-Regularized and Superpixel-Based Diffusion Learning for Unsupervised Hyperspectral Image Clustering
por: Buranasiri, Vutichart, et al.
Publicado: (2026)
por: Buranasiri, Vutichart, et al.
Publicado: (2026)
DeepRepViz: Identifying Confounders in Deep Learning Model Predictions
por: Rane, Roshan Prakash, et al.
Publicado: (2023)
por: Rane, Roshan Prakash, et al.
Publicado: (2023)
Hierarchical Consensus Network for Multiview Feature Learning
por: Xia, Chengwei, et al.
Publicado: (2025)
por: Xia, Chengwei, et al.
Publicado: (2025)
Harnessing Superclasses for Learning from Hierarchical Databases
por: Urbani, Nicolas, et al.
Publicado: (2024)
por: Urbani, Nicolas, et al.
Publicado: (2024)
Hierarchical Active Inference using Successor Representations
por: Rangarajan, Prashant, et al.
Publicado: (2026)
por: Rangarajan, Prashant, et al.
Publicado: (2026)
FairerCLIP: Debiasing CLIP's Zero-Shot Predictions using Functions in RKHSs
por: Dehdashtian, Sepehr, et al.
Publicado: (2024)
por: Dehdashtian, Sepehr, et al.
Publicado: (2024)
DCNFIS: Deep Convolutional Neuro-Fuzzy Inference System
por: Yeganejou, Mojtaba, et al.
Publicado: (2023)
por: Yeganejou, Mojtaba, et al.
Publicado: (2023)
Proof of Reasoning for Privacy Enhanced Federated Blockchain Learning at the Edge
por: Calo, James, et al.
Publicado: (2026)
por: Calo, James, et al.
Publicado: (2026)
LinFlo-Net: A two-stage deep learning method to generate simulation ready meshes of the heart
por: Narayanan, Arjun, et al.
Publicado: (2023)
por: Narayanan, Arjun, et al.
Publicado: (2023)
Calibrated Decomposition of Aleatoric and Epistemic Uncertainty in Deep Features for Inference-Time Adaptation
por: Kumar, Divake, et al.
Publicado: (2025)
por: Kumar, Divake, et al.
Publicado: (2025)
Early Detection of Coffee Leaf Rust Through Convolutional Neural Networks Trained on Low-Resolution Images
por: Cabrera, Angelly, et al.
Publicado: (2024)
por: Cabrera, Angelly, et al.
Publicado: (2024)
A neurosymbolic Approach with Epistemic Deep Learning for Hierarchical Image Classification
por: Kilicdere, Ezel, et al.
Publicado: (2026)
por: Kilicdere, Ezel, et al.
Publicado: (2026)
Ejemplares similares
-
Inference Offloading for Cost-Sensitive Binary Classification at the Edge
por: Moothedath, Vishnu Narayanan, et al.
Publicado: (2025) -
Towards Efficient Multi-LLM Inference: Characterization and Analysis of LLM Routing and Hierarchical Techniques
por: Behera, Adarsh Prasad, et al.
Publicado: (2025) -
Inference-Time Search Using Side Information for Diffusion-Based Image Reconstruction
por: Farahbakhsh, Mahdi, et al.
Publicado: (2025) -
Forget Less by Learning from Parents Through Hierarchical Relationships
por: Kaushik, Arjun Ramesh, et al.
Publicado: (2026) -
Low-Regret and Low-Complexity Learning for Hierarchical Inference
por: Chattopadhyay, Sameep, et al.
Publicado: (2025)