energy efficiency

A Bit is All You Need! Efficient Video Capture via Single Bit Imaging CVPR 2026 Are Large Language Models Economically Viable for Industry Deployment? ACL 2026 Benchmarking the Energy Savings with Speculative Decoding Strategies EACL 2026 From Lightweight CNNs to SpikeNets: Benchmarking Accuracy-Energy Tradeoffs with Pruned Spiking SqueezeNet WACV 2026 HALO: Hardware-Aware Quantization with Low Critical-Path-Delay Weights for LLM Acceleration AAAI 2026 HardF-SNN: Hardware-Friendly Quantization for Spiking Neural Networks with Efficient Integer-Arithmetic-Only Inference AAAI 2026 LAS: Loss-less ANN-SNN Conversion for Fully Spike-Driven Large Language Models AAAI 2026 MoMo at SemEval-2026 Task 9: Inference-Only Prompting vs. Fine-Tuning for Multilingual Polarization Detection SemEval 2026 Parallel Training Time-to-First-Spike Spiking Neural Networks AAAI 2026 Polymorph: Energy-Efficient Multi-Label Classification for Video Streams on Embedded Devices WACV 2026 Pseudo-Spiking Neurons: A Noise-Based Training Framework for Heterogeneous-Latency Spiking Neural Networks AAAI 2026 SDTrack: A Baseline for Event-based Tracking via Spiking Neural Networks CVPR 2026 SpikeRain: Towards Energy-Efficient Single Image Deraining with Spiking Neural Networks WACV 2026 SpikeTrack: A Spike-driven Framework for Efficient Visual Tracking CVPR 2026 SpikeTrack: High-performance and Energy-efficient Event-Based Object Tracking with Spiking Neural Network CVPR 2026 SpikingIR: A Novel Converted Spiking Neural Network for Efficient Image Restoration AAAI 2026 Temporal Dynamics Enhancer for Directly Trained Spiking Object Detectors AAAI 2026 Towards Training-Free and Accurate ANN-to-SNN Conversion via Activation-Aware Redistribution AAAI 2026 Adaptive Calibration: A Unified Conversion Framework of Spiking Neural Networks AAAI 2025 BlockDialect: Block-wise Fine-grained Mixed Format Quantization for Energy-Efficient LLM Inference ICML 2025 Brain-Inspired Spiking Neural Networks for Energy-Efficient Object Detection CVPR 2025 Brevity is the soul of sustainability: Characterizing LLM response lengths ACL 2025 CREST: An Efficient Conjointly-trained Spike-driven Framework for Event-based Object Detection Exploiting Spatiotemporal Dynamics AAAI 2025 Data Center Cooling System Optimization Using Offline Reinforcement Learning ICLR 2025 Decision SpikeFormer: Spike-Driven Transformer for Decision Making CVPR 2025