Imagen de Portada

AMC: AutoML for Model Compression and Acceleration on Mobile Devices

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	He, Yihui, Lin, Ji, Liu, Zhijian, Wang, Hanrui, Li, Li-Jia, Han, Song
Formato:	Preprint
Publicado:	2018
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

BioAutoML-NAS: An End-to-End AutoML Framework for Multimodal Insect Classification via Neural Architecture Search on Large-Scale Biodiversity Data
por: Abian, Arefin Ittesafun, et al.
Publicado: (2025)

LEMUR Neural Network Dataset: Towards Seamless AutoML
por: Goodarzi, Arash Torabi, et al.
Publicado: (2025)

Towards Real-time Video Compressive Sensing on Mobile Devices
por: Cao, Miao, et al.
Publicado: (2024)

MobileViCLIP: An Efficient Video-Text Model for Mobile Devices
por: Yang, Min, et al.
Publicado: (2025)

REFRAME: Reflective Surface Real-Time Rendering for Mobile Devices
por: Ji, Chaojie, et al.
Publicado: (2024)

Unified Multimodal Models as Auto-Encoders
por: Yan, Zhiyuan, et al.
Publicado: (2025)

Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding
por: Teng, Yao, et al.
Publicado: (2024)

ProGVC: Progressive-based Generative Video Compression via Auto-Regressive Context Modeling
por: Li, Daowen, et al.
Publicado: (2026)

DAIT: Distillation from Vision-Language Models to Lightweight Classifiers with Adaptive Intermediate Teacher Transfer
por: He, Zhengxu, et al.
Publicado: (2026)

Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models
por: Liu, Xuyang, et al.
Publicado: (2025)

AAMDM: Accelerated Auto-regressive Motion Diffusion Model
por: Li, Tianyu, et al.
Publicado: (2023)

Short-LVLM: Compressing and Accelerating Large Vision-Language Models by Pruning Redundant Layers
por: Ma, Ji, et al.
Publicado: (2025)

MobileDiffusion: Instant Text-to-Image Generation on Mobile Devices
por: Zhao, Yang, et al.
Publicado: (2023)

Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-time Mobile Telepresence
por: Fu, Yonggan, et al.
Publicado: (2023)

On-Device Training Under 256KB Memory
por: Lin, Ji, et al.
Publicado: (2022)

SJD++: Improved Speculative Jacobi Decoding for Training-free Acceleration of Discrete Auto-regressive Text-to-Image Generation
por: Teng, Yao, et al.
Publicado: (2025)

VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration
por: Yu, Hanxun, et al.
Publicado: (2026)

EGM: Efficient Visual Grounding Language Models
por: Zhan, Guanqi, et al.
Publicado: (2026)

Accelerating Streaming Video Large Language Models via Hierarchical Token Compression
por: Wang, Yiyu, et al.
Publicado: (2025)

DISORF: A Distributed Online 3D Reconstruction Framework for Mobile Robots
por: Li, Chunlin, et al.
Publicado: (2024)

DC-Gen: Post-Training Diffusion Acceleration with Deeply Compressed Latent Space
por: He, Wenkun, et al.
Publicado: (2025)

MARS: Mesh AutoRegressive Model for 3D Shape Detailization
por: Gao, Jingnan, et al.
Publicado: (2025)

AutoPrompt: Automated Red-Teaming of Text-to-Image Models via LLM-Driven Adversarial Prompts
por: Liu, Yufan, et al.
Publicado: (2025)

MobileI2V: Fast and High-Resolution Image-to-Video on Mobile Devices
por: Zhang, Shuai, et al.
Publicado: (2025)

UAR-NVC: A Unified AutoRegressive Framework for Memory-Efficient Neural Video Compression
por: Wang, Jia, et al.
Publicado: (2025)

Mobile-VTON: High-Fidelity On-Device Virtual Try-On
por: Wan, Zhenchen, et al.
Publicado: (2026)

Mobile-O: Unified Multimodal Understanding and Generation on Mobile Device
por: Shaker, Abdelrahman, et al.
Publicado: (2026)

Mobile-GS: Real-time Gaussian Splatting for Mobile Devices
por: Du, Xiaobiao, et al.
Publicado: (2026)

MobileIE: An Extremely Lightweight and Effective ConvNet for Real-Time Image Enhancement on Mobile Devices
por: Yan, Hailong, et al.
Publicado: (2025)

NanoFLUX: Distillation-Driven Compression of Large Text-to-Image Generation Models for Mobile Devices
por: Chavhan, Ruchika, et al.
Publicado: (2026)

Accelerating Parallel Diffusion Model Serving with Residual Compression
por: Luo, Jiajun, et al.
Publicado: (2025)

Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models
por: Liu, Xuyang, et al.
Publicado: (2025)

Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration
por: Wang, Junyang, et al.
Publicado: (2024)

EucliDreamer: Fast and High-Quality Texturing for 3D Models with Depth-Conditioned Stable Diffusion
por: Le, Cindy, et al.
Publicado: (2024)

A Collaborative Jade Recognition System for Mobile Devices Based on Lightweight and Large Models
por: Wang, Zhenyu, et al.
Publicado: (2025)

Filter, Correlate, Compress: Training-Free Token Reduction for MLLM Acceleration
por: Han, Yuhang, et al.
Publicado: (2024)

Fast SAM 3D Body: Accelerating SAM 3D Body for Real-Time Full-Body Human Mesh Recovery
por: Yang, Timing, et al.
Publicado: (2026)

Learning Optical Flow and Scene Flow with Bidirectional Camera-LiDAR Fusion
por: Liu, Haisong, et al.
Publicado: (2023)

Depth-wise Decomposition for Accelerating Separable Convolutions in Efficient Convolutional Neural Networks
por: He, Yihui, et al.
Publicado: (2019)

A comprehensive survey on deep active learning in medical image analysis
por: Wang, Haoran, et al.
Publicado: (2023)