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

Countering the Communication Bottleneck in Federated Learning: A Highly Efficient Zero-Order Optimization Technique JMLR 2024
Computer Vision on the Edge: Individual Cattle Identification in Real-Time With ReadMyCow System WACV 2024
Investigating the Personality Consistency in Quantized Role-Playing Dialogue Agents EMNLP 2024
Low Precision Local Training is Enough for Federated Learning NIPS 2024
PixelRNN: In-pixel Recurrent Neural Networks for End-to-end-optimized Perception with Neural Sensors CVPR 2024
Wino Vidi Vici: Conquering Numerical Instability of 8-Bit Winograd Convolution for Accurate Inference Acceleration on Edge WACV 2024
Zero-TPrune: Zero-Shot Token Pruning through Leveraging of the Attention Graph in Pre-Trained Transformers CVPR 2024
Overload: Latency Attacks on Object Detection for Edge Devices CVPR 2024
TANGO: Secure Collaborative Route Control across the Public Internet NSDI 2024
An Empirical Study of Distributed Deep Learning Training on Edge (Student Abstract) AAAI 2024
Reducing the Side-Effects of Oscillations in Training of Quantized YOLO Networks WACV 2024
Stepping Forward on the Last Mile NIPS 2024
Knowledge boosting during low-latency inference INTERSPEECH 2024
MobileQuant: Mobile-friendly Quantization for On-device Language Models EMNLP 2024
TinyLUT: Tiny Look-Up Table for Efficient Image Restoration at the Edge NIPS 2024
Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference NIPS 2024
TinyTTA: Efficient Test-time Adaptation via Early-exit Ensembles on Edge Devices NIPS 2024
Device-Wise Federated Network Pruning CVPR 2024
Federated Online Adaptation for Deep Stereo CVPR 2024
Conformer-Based Speech Recognition On Extreme Edge-Computing Devices NAACL 2024
Sparse Binarization for Fast Keyword Spotting INTERSPEECH 2024
Towards Audio Codec-based Speech Separation INTERSPEECH 2024
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices NIPS 2024
SDPose: Tokenized Pose Estimation via Circulation-Guide Self-Distillation CVPR 2024
VeriCompress: A Tool to Streamline the Synthesis of Verified Robust Compressed Neural Networks from Scratch AAAI 2024