Efficient Computing

Free Lunch for Efficient Textual Commonsense Integration in Language Models ACL 2023 FreeREA: Training-Free Evolution-Based Architecture Search WACV 2023 Frequency Domain-Based Dataset Distillation NeurIPS 2023 From Adaptive Query Release to Machine Unlearning ICML 2023 Frugal Prompting for Dialog Models EMNLP 2023 FSR: A General Frequency-Oriented Framework to Accelerate Image Super-resolution Networks AAAI 2023 Full Scaling Automation for Sustainable Development of Green Data Centers IJCAI 2023 FusedF0: Improving DNN-based F0 Estimation by Fusion of Summary-Correlograms and Raw Waveform Representations of Speech Signals Interspeech 2023 Fusion or Defusion? Flexible Vision-and-Language Pre-Training ACL 2023 Galactic: Scaling End-to-End Reinforcement Learning for Rearrangement at 100k Steps-per-Second CVPR 2023 Gatekeeper to save COGS and improve efficiency of Text Prediction EMNLP 2023 GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning Models ICML 2023 Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge NSDI 2023 Generative Skill Chaining: Long-Horizon Skill Planning with Diffusion Models CoRL 2023 GhostRNN: Reducing State Redundancy in RNN with Cheap Operations Interspeech 2023 Global Features are All You Need for Image Retrieval and Reranking ICCV 2023 Global Vision Transformer Pruning With Hessian-Aware Saliency CVPR 2023 GOHSP: A Unified Framework of Graph and Optimization-Based Heterogeneous Structured Pruning for Vision Transformer AAAI 2023 Gold-YOLO: Efficient Object Detector via Gather-and-Distribute Mechanism NeurIPS 2023 GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction NeurIPS 2023 GPTCache: An Open-Source Semantic Cache for LLM Applications Enabling Faster Answers and Cost Savings EMNLP 2023 GPU-accelerated Guided Source Separation for Meeting Transcription Interspeech 2023 GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints EMNLP 2023 Gradient-based Gradual Pruning for Language-Specific Multilingual Neural Machine Translation EMNLP 2023 Gradient-Free Structured Pruning with Unlabeled Data ICML 2023