edge computing

Unlocking the Potential of Lightweight Quantized Models for Deepfake Detection IJCAI 2025 VISTREAM: Improving Computation Efficiency of Visual Streaming Perception via Law-of-Charge-Conservation Inspired Spiking Neural Network CVPR 2025 An Empirical Study of Distributed Deep Learning Training on Edge (Student Abstract) AAAI 2024 Computer Vision on the Edge: Individual Cattle Identification in Real-Time With ReadMyCow System WACV 2024 Conformer-Based Speech Recognition On Extreme Edge-Computing Devices NAACL 2024 Countering the Communication Bottleneck in Federated Learning: A Highly Efficient Zero-Order Optimization Technique JMLR 2024 DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices NeurIPS 2024 Device-Wise Federated Network Pruning CVPR 2024 Differentiable Weightless Neural Networks ICML 2024 DiffuseLoco: Real-Time Legged Locomotion Control with Diffusion from Offline Datasets CoRL 2024 DISCO: Distributed Inference With Sparse Communications WACV 2024 EC-SNN: Splitting Deep Spiking Neural Networks for Edge Devices IJCAI 2024 Edge Inference With Fully Differentiable Quantized Mixed Precision Neural Networks WACV 2024 ED-sKWS: Early-Decision Spiking Neural Networks for Rapid, and Energy-Efficient Keyword Spotting Interspeech 2024 Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training AAAI 2024 FastCLIPstyler: Optimisation-Free Text-Based Image Style Transfer Using Style Representations WACV 2024 Federated Online Adaptation for Deep Stereo CVPR 2024 FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing AAAI 2024 Feed-Forward Latent Domain Adaptation WACV 2024 Global-Local Convolution with Spiking Neural Networks for Energy-efficient Keyword Spotting Interspeech 2024 Hairpin: Rethinking Packet Loss Recovery in Edge-based Interactive Video Streaming NSDI 2024 Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models EMNLP 2024 Hundred-Kilobyte Lookup Tables for Efficient Single-Image Super-Resolution IJCAI 2024 Investigating the Personality Consistency in Quantized Role-Playing Dialogue Agents EMNLP 2024 Knowledge boosting during low-latency inference Interspeech 2024