on-device inference

Compact Language Models with Iterative Text Refinement for Health Dialogue Summarization EACL 2026 DeDelayed: Deleting Remote Inference Delay via On-Device Correction CVPR 2026 Mobile-Oriented Video Diffusion: Enabling Text-to-Video Generation on Mobile Devices Without Retraining, Compression, or Pruning WACV 2026 mVLM: A Vision Language Model for mNPUs CVPR 2026 POaaS: Minimal-Edit Prompt Optimization as a Service to Lift Accuracy and Cut Hallucinations on On-Device sLLMs EACL 2026 Breaking Down Power Barriers in On-Device Streaming ASR: Insights and Solutions NAACL 2025 CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device ACL 2025 CIFLEX: Contextual Instruction Flow for Sub-task Execution in Multi-Turn Interactions with a Single On-Device LLM EMNLP 2025 Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks IJCAI 2025 DiSCo: Device-Server Collaborative LLM-based Text Streaming Services ACL 2025 Edge-SD-SR: Low Latency and Parameter Efficient On-device Super-Resolution with Stable Diffusion via Bidirectional Conditioning CVPR 2025 EdgeTAM: On-Device Track Anything Model CVPR 2025 Efficient Compositional Multi-tasking for On-device Large Language Models EMNLP 2025 Efficient On-Device Text Simplification for Firefox with Synthetic Data Fine-Tuning EMNLP 2025 LlamaPIE: Proactive In-Ear Conversation Assistants ACL 2025 On-Device LLMs for Home Assistant: Dual Role in Intent Detection and Response Generation NAACL 2025 On-device System of Compositional Multi-tasking in Large Language Models EMNLP 2025 ReVision: A Dataset and Baseline VLM for Privacy-Preserving Task-Oriented Visual Instruction Rewriting IJCNLP 2025 SlimLM: An Efficient Small Language Model for On-Device Document Assistance ACL 2025 SparseSegNet: A Boundary-Aware Lightweight Segmentation Architecture for Skin Lesions ACML 2025 VoiceNet: Multilingual On-Device Phoneme-To-Audio Alignment Interspeech 2025 Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference ACL 2024 Federated Prompt Learning for Weather Foundation Models on Devices IJCAI 2024 LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models EMNLP 2024 Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models NeurIPS 2024