Efficient Computing

CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework NeurIPS 2024 Centroid-Based Efficient Minimum Bayes Risk Decoding ACL 2024 CHAI: Clustered Head Attention for Efficient LLM Inference ICML 2024 ChameleonAPI: Automatic and Efficient Customization of Neural Networks for ML Applications OSDI 2024 Characteristics Matching Based Hash Codes Generation for Efficient Fine-grained Image Retrieval CVPR 2024 Characterization of Large Language Model Development in the Datacenter NSDI 2024 Cheaper and Faster: Distributed Deep Reinforcement Learning with Serverless Computing AAAI 2024 Cherry on Top: Parameter Heterogeneity and Quantization in Large Language Models NeurIPS 2024 CHESS: Optimizing LLM Inference via Channel-Wise Thresholding and Selective Sparsification EMNLP 2024 Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers ACL 2024 ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition ACL 2024 CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling EMNLP 2024 CLaM-TTS: Improving Neural Codec Language Model for Zero-Shot Text-to-Speech ICLR 2024 CLEAN–EVAL: Clean Evaluation on Contaminated Large Language Models NAACL 2024 CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks ICML 2024 CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning NeurIPS 2024 Clockwork Diffusion: Efficient Generation With Model-Step Distillation CVPR 2024 Cloud-Device Collaborative Learning for Multimodal Large Language Models CVPR 2024 CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research EMNLP 2024 Code as Reward: Empowering Reinforcement Learning with VLMs ICML 2024 Codec-ASR: Training Performant Automatic Speech Recognition Systems with Discrete Speech Representations Interspeech 2024 Codec-SUPERB: An In-Depth Analysis of Sound Codec Models ACL 2024 Code Defect Detection Using Pre-trained Language Models with Encoder-Decoder via Line-Level Defect Localization COLING 2024 CodeFort: Robust Training for Code Generation Models EMNLP 2024 CodeJudge: Evaluating Code Generation with Large Language Models EMNLP 2024