Joint Memory Frequency and Computing Frequency Scaling for Energy-efficient DNN Inference
Fuente:
arXiv
Saved in:
| Main Authors: | Han, Yunchu, Nan, Zhaojun, Zhou, Sheng, Niu, Zhisheng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Robust DNN Partitioning and Resource Allocation Under Uncertain Inference Time
by: Nan, Zhaojun, et al.
Published: (2025)
by: Nan, Zhaojun, et al.
Published: (2025)
DVFS-Aware DNN Inference on GPUs: Latency Modeling and Performance Analysis
by: Han, Yunchu, et al.
Published: (2025)
by: Han, Yunchu, et al.
Published: (2025)
Text-Guided Multi-Scale Frequency Representation Adaptation
by: Yan, Weicai, et al.
Published: (2026)
by: Yan, Weicai, et al.
Published: (2026)
Energy-based Models are Zero-Shot Planners for Compositional Scene Rearrangement
by: Gkanatsios, Nikolaos, et al.
Published: (2023)
by: Gkanatsios, Nikolaos, et al.
Published: (2023)
CGFformer: Cluster-Guidance Frequency Transformer for Pansharpening
by: Zhou, Zijian, et al.
Published: (2026)
by: Zhou, Zijian, et al.
Published: (2026)
Explaining Generalization Power of a DNN Using Interactive Concepts
by: Zhou, Huilin, et al.
Published: (2023)
by: Zhou, Huilin, et al.
Published: (2023)
Beyond Inference: Performance Analysis of DNN Server Overheads for Computer Vision
by: AbouElhamayed, Ahmed F., et al.
Published: (2024)
by: AbouElhamayed, Ahmed F., et al.
Published: (2024)
FreqCa: Accelerating Diffusion Models via Frequency-Aware Caching
by: Liu, Jiacheng, et al.
Published: (2025)
by: Liu, Jiacheng, et al.
Published: (2025)
Frequency-Aligned Knowledge Distillation for Lightweight Spatiotemporal Forecasting
by: Li, Yuqi, et al.
Published: (2025)
by: Li, Yuqi, et al.
Published: (2025)
Robustmix: Improving Robustness by Regularizing the Frequency Bias of Deep Nets
by: Ngnawe, Jonas, et al.
Published: (2023)
by: Ngnawe, Jonas, et al.
Published: (2023)
Memory-efficient Continual Learning with Neural Collapse Contrastive
by: Dang, Trung-Anh, et al.
Published: (2024)
by: Dang, Trung-Anh, et al.
Published: (2024)
FACL-Attack: Frequency-Aware Contrastive Learning for Transferable Adversarial Attacks
by: Yang, Hunmin, et al.
Published: (2024)
by: Yang, Hunmin, et al.
Published: (2024)
StableTrack: Stabilizing Multi-Object Tracking on Low-Frequency Detections
by: Shelukhan, Matvei, et al.
Published: (2025)
by: Shelukhan, Matvei, et al.
Published: (2025)
Integrating Frequency Guidance into Multi-source Domain Generalization for Bearing Fault Diagnosis
by: Tu, Xiaotong, et al.
Published: (2025)
by: Tu, Xiaotong, et al.
Published: (2025)
Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling
by: Seo, Minhyuk, et al.
Published: (2024)
by: Seo, Minhyuk, et al.
Published: (2024)
Time Frequency Analysis of EMG Signal for Gesture Recognition using Fine grained Features
by: Aarotale, Parshuram N., et al.
Published: (2025)
by: Aarotale, Parshuram N., et al.
Published: (2025)
Frequency-Aware Model Parameter Explorer: A new attribution method for improving explainability
by: Yavari, Ali, et al.
Published: (2025)
by: Yavari, Ali, et al.
Published: (2025)
FastDINOv2: Frequency Based Curriculum Learning Improves Robustness and Training Speed
by: Zhang, Jiaqi, et al.
Published: (2025)
by: Zhang, Jiaqi, et al.
Published: (2025)
Decoupling Amplitude and Phase Attention in Frequency Domain for RGB-Event based Visual Object Tracking
by: Wang, Shiao, et al.
Published: (2026)
by: Wang, Shiao, et al.
Published: (2026)
Ada-FCN: Adaptive Frequency-Coupled Network for fMRI-Based Brain Disorder Classification
by: Xun, Yue, et al.
Published: (2025)
by: Xun, Yue, et al.
Published: (2025)
Revisiting Multimodal KV Cache Compression: A Frequency-Domain-Guided Outlier-KV-Aware Approach
by: Yang, Yaoxin, et al.
Published: (2025)
by: Yang, Yaoxin, et al.
Published: (2025)
EMLoC: Emulator-based Memory-efficient Fine-tuning with LoRA Correction
by: Lin, Hsi-Che, et al.
Published: (2025)
by: Lin, Hsi-Che, et al.
Published: (2025)
DiffCP: Ultra-Low Bit Collaborative Perception via Diffusion Model
by: Mao, Ruiqing, et al.
Published: (2024)
by: Mao, Ruiqing, et al.
Published: (2024)
MFAF: An EVA02-Based Multi-scale Frequency Attention Fusion Method for Cross-View Geo-Localization
by: Liu, YiTong, et al.
Published: (2025)
by: Liu, YiTong, et al.
Published: (2025)
Inference-Time Scaling of Diffusion Models for Infrared Data Generation
by: Horstmann, Kai A., et al.
Published: (2025)
by: Horstmann, Kai A., et al.
Published: (2025)
EncodeNet: A Framework for Boosting DNN Accuracy with Entropy-driven Generalized Converting Autoencoder
by: Mahmud, Hasanul, et al.
Published: (2024)
by: Mahmud, Hasanul, et al.
Published: (2024)
A Comparative Study in Surgical AI: Potential and Limitations of Data, Compute, and Scaling
by: Skobelev, Kirill, et al.
Published: (2026)
by: Skobelev, Kirill, et al.
Published: (2026)
Towards the Dynamics of a DNN Learning Symbolic Interactions
by: Ren, Qihan, et al.
Published: (2024)
by: Ren, Qihan, et al.
Published: (2024)
Two-Phase Dynamics of Interactions Explains the Starting Point of a DNN Learning Over-Fitted Features
by: Zhang, Junpeng, et al.
Published: (2024)
by: Zhang, Junpeng, et al.
Published: (2024)
Minimal Sufficient Views: A DNN model making predictions with more evidence has higher accuracy
by: Kawano, Keisuke, et al.
Published: (2024)
by: Kawano, Keisuke, et al.
Published: (2024)
CERSA: Cumulative Energy-Retaining Subspace Adaptation for Memory-Efficient Fine-Tuning
by: Ge, Jingze, et al.
Published: (2026)
by: Ge, Jingze, et al.
Published: (2026)
IFCap: Image-like Retrieval and Frequency-based Entity Filtering for Zero-shot Captioning
by: Lee, Soeun, et al.
Published: (2024)
by: Lee, Soeun, et al.
Published: (2024)
Technical Report: Quantifying and Analyzing the Generalization Power of a DNN
by: He, Yuxuan, et al.
Published: (2025)
by: He, Yuxuan, et al.
Published: (2025)
Revisiting Generalization Power of a DNN in Terms of Symbolic Interactions
by: Cheng, Lei, et al.
Published: (2025)
by: Cheng, Lei, et al.
Published: (2025)
DC-DiT: Adaptive Compute and Elastic Inference for Visual Generation via Dynamic Chunking
by: Haridas, Akash, et al.
Published: (2026)
by: Haridas, Akash, et al.
Published: (2026)
AGDC: Autoregressive Generation of Variable-Length Sequences with Joint Discrete and Continuous Spaces
by: Shin, Yeonsang, et al.
Published: (2026)
by: Shin, Yeonsang, et al.
Published: (2026)
Iterative Assessment and Improvement of DNN Operational Accuracy
by: Guerriero, Antonio, et al.
Published: (2023)
by: Guerriero, Antonio, et al.
Published: (2023)
Memory Efficient Full-gradient Attacks (MEFA) Framework for Adversarial Defense Evaluations
by: Du, Yuan, et al.
Published: (2026)
by: Du, Yuan, et al.
Published: (2026)
Scaling Agents for Computer Use
by: Gonzalez-Pumariega, Gonzalo, et al.
Published: (2025)
by: Gonzalez-Pumariega, Gonzalo, et al.
Published: (2025)
Enhancing Vision-Language Model Pre-training with Image-text Pair Pruning Based on Word Frequency
by: Liang, Mingliang, et al.
Published: (2024)
by: Liang, Mingliang, et al.
Published: (2024)
Similar Items
-
Robust DNN Partitioning and Resource Allocation Under Uncertain Inference Time
by: Nan, Zhaojun, et al.
Published: (2025) -
DVFS-Aware DNN Inference on GPUs: Latency Modeling and Performance Analysis
by: Han, Yunchu, et al.
Published: (2025) -
Text-Guided Multi-Scale Frequency Representation Adaptation
by: Yan, Weicai, et al.
Published: (2026) -
Energy-based Models are Zero-Shot Planners for Compositional Scene Rearrangement
by: Gkanatsios, Nikolaos, et al.
Published: (2023) -
CGFformer: Cluster-Guidance Frequency Transformer for Pansharpening
by: Zhou, Zijian, et al.
Published: (2026)