mobile inference

Inference in the Shadows: Taming Memory Bandwidth Contention in Mobile LLM Inference with Sereno OSDI 2026 Turbo-VAED: Fast and Stable Transfer of Video-VAEs to Mobile Devices AAAI 2026 Align-KD: Distilling Cross-Modal Alignment Knowledge for Mobile Vision-Language Large Model Enhancement CVPR 2025 MobiLoRA: Accelerating LoRA-based LLM Inference on Mobile Devices via Context-aware KV Cache Optimization ACL 2025 MobileOne: An Improved One Millisecond Mobile Backbone CVPR 2023 Real-Time Image Demoir$\acute{e}$ing on Mobile Devices ICLR 2023 SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds NeurIPS 2023 EfficientFormer: Vision Transformers at MobileNet Speed NeurIPS 2022 GhostNetV2: Enhance Cheap Operation with Long-Range Attention NeurIPS 2022 TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation CVPR 2022 Achieving On-Mobile Real-Time Super-Resolution With Neural Architecture and Pruning Search ICCV 2021 A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices AAAI 2021 NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration CVPR 2021 Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices IJCAI 2021 YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design AAAI 2021 PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices AAAI 2020 Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization IJCAI 2020 Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference CVPR 2018