Efficient Computing

F³-Pruning: A Training-Free and Generalized Pruning Strategy towards Faster and Finer Text-to-Video Synthesis AAAI 2024 FairyWREN: A Sustainable Cache for Emerging Write-Read-Erase Flash Interfaces OSDI 2024 FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning AISTATS 2024 FanLoRA: Fantastic LoRAs and Where to Find Them in Large Language Model Fine-tuning EMNLP 2024 FastAdaSP: Multitask-Adapted Efficient Inference for Large Speech Language Model EMNLP 2024 Fast and Memory-Efficient Video Diffusion Using Streamlined Inference NeurIPS 2024 FastAST: Accelerating Audio Spectrogram Transformer via Token Merging and Cross-Model Knowledge Distillation Interspeech 2024 Fast Channel Simulation via Error-Correcting Codes NeurIPS 2024 Fast Context-Based Low-Light Image Enhancement via Neural Implicit Representations ECCV 2024 Fast Decision Boundary based Out-of-Distribution Detector ICML 2024 Fast-ELECTRA for Efficient Pre-training ICLR 2024 Fast Ensembling with Diffusion Schrödinger Bridge ICLR 2024 Faster and Lighter LLMs: A Survey on Current Challenges and Way Forward IJCAI 2024 FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification NeurIPS 2024 Faster Local Solvers for Graph Diffusion Equations NeurIPS 2024 Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level NeurIPS 2024 FasterVD: On Acceleration of Video Diffusion Models IJCAI 2024 Faster Vocoder: a multi threading approach to achieve low latency during TTS Inference Interspeech 2024 FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection ACL 2024 Fast Forwarding Low-Rank Training EMNLP 2024 Fast Matrix Multiplications for Lookup Table-Quantized LLMs EMNLP 2024 FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models NeurIPS 2024 Fast Timing-Conditioned Latent Audio Diffusion ICML 2024 Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation ECCV 2024 Fast Vector Query Processing for Large Datasets Beyond GPU Memory with Reordered Pipelining NSDI 2024