Efficient Computing

MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators AAAI 2024 Moûsai: Efficient Text-to-Music Diffusion Models ACL 2024 MPCC++: Model Predictive Contouring Control for Time-Optimal Flight with Safety Constraints RSS 2024 Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers CVPR 2024 Multi-Cross Sampling and Frequency-Division Reconstruction for Image Compressed Sensing AAAI 2024 MuLTI: Efficient Video-and-Language Understanding with Text-Guided MultiWay-Sampler and Multiple Choice Modeling AAAI 2024 Multi-Fidelity Residual Neural Processes for Scalable Surrogate Modeling ICML 2024 MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning CVPR 2024 Multi-Head Mixture-of-Experts NeurIPS 2024 Multimodal Prototyping for cancer survival prediction ICML 2024 Multi-Model System for Effective Subtitling Compression ACL 2024 MultiStage Speech Bandwidth Extension with Flexible Sampling Rate Control Interspeech 2024 Multi-Task Inference: Can Large Language Models Follow Multiple Instructions at Once? ACL 2024 Multitenant In-Network Acceleration with SwitchVM NSDI 2024 Mustango: Toward Controllable Text-to-Music Generation NAACL 2024 MuxServe: Flexible Spatial-Temporal Multiplexing for Multiple LLM Serving ICML 2024 NACL: A General and Effective KV Cache Eviction Framework for LLM at Inference Time ACL 2024 Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching ICML 2024 NDOT: Neuronal Dynamics-based Online Training for Spiking Neural Networks ICML 2024 Nearest is Not Dearest: Towards Practical Defense against Quantization-conditioned Backdoor Attacks CVPR 2024 Nepal Script Text Recognition Using CRNN CTC Architecture COLING 2024 NeRFCodec: Neural Feature Compression Meets Neural Radiance Fields for Memory-Efficient Scene Representation CVPR 2024 NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes NeurIPS 2024 Neural Image Compression Using Masked Sparse Visual Representation WACV 2024 Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations NeurIPS 2024