conftrace_

edge computing

210 papers

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Also known as

EC

Co-occurring keywords

model compression (3302) federated learning (1333) edge device (33) large language model (13587) knowledge distillation (3725) object detection (2762) model quantization (281) neural network optimization (1293) efficient computing (781) neural architecture search (666)

Papers

A Multi-Task Supervised Compression Model for Split Computing WACV 2025
Adaptive Routing of Text-to-Image Generation Requests Between Large Cloud Model and Light-Weight Edge Model ICCV 2025
M3Net: Efficient Time-Frequency Integration Network with Mirror Attention for Audio Classification on Edge AAAI 2025
Multi-Edge Reinforced Collaborative Data Acquisition for Continuous Video Analytics by Prioritizing Quality over Quantity AAAI 2025
TinySAM: Pushing the Envelope for Efficient Segment Anything Model AAAI 2025
BitMar: Low-Bit Multimodal Fusion with Episodic Memory for Edge Devices EMNLP 2025
JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration AAAI 2025
Eve: Efficient Multimodal Vision Language Models with Elastic Visual Experts AAAI 2025
GSQ-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for LLMs On-Device Fine-tuning ACL 2025
ReRAW: RGB-to-RAW Image Reconstruction via Stratified Sampling for Efficient Object Detection on the Edge CVPR 2025
Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks IJCAI 2025
MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices EMNLP 2025
BHViT: Binarized Hybrid Vision Transformer CVPR 2025
Bitnet.cpp: Efficient Edge Inference for Ternary LLMs ACL 2025
MEET: Towards Memory-Efficient Temporal Sparse Deep Neural Networks CVPR 2025
Can't Slow Me Down: Learning Robust and Hardware-Adaptive Object Detectors against Latency Attacks for Edge Devices CVPR 2025
QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge CVPR 2025
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device CVPR 2025
DeepCompress-ViT: Rethinking Model Compression to Enhance Efficiency of Vision Transformers at the Edge CVPR 2025
ECCC: Edge Code Cloak Coder for Privacy Code Agent EMNLP 2025
Leveraging Computer Vision and Visual LLMs for Cost-Effective and Consistent Street Food Safety Assessment in Kolkata India AAAI 2025
An Efficient Hybrid Vision Transformer for TinyML Applications ICCV 2025
AtomNet: Designing Tiny Models from Operators Under Extreme MCU Constraints AAAI 2025
One-Shot Knowledge Transfer for Scalable Person Re-Identification ICCV 2025
LLMs on a Budget? Say HOLA EMNLP 2025