Efficient Computing

Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation AAAI 2025 FlashGS: Efficient 3D Gaussian Splatting for Large-scale and High-resolution Rendering CVPR 2025 FlashRNN: I/O-Aware Optimization of Traditional RNNs on modern hardware ICLR 2025 FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression CVPR 2025 FlashTP: Fused, Sparsity-Aware Tensor Product for Machine Learning Interatomic Potentials ICML 2025 Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape ICML 2025 FlatQuant: Flatness Matters for LLM Quantization ICML 2025 FLAVC: Learned Video Compression with Feature Level Attention CVPR 2025 FlexControl: Computation-Aware Conditional Control with Differentiable Router for Text-to-Image Generation ICML 2025 FlexGS: Train Once, Deploy Everywhere with Many-in-One Flexible 3D Gaussian Splatting CVPR 2025 Flexible Frame Selection for Efficient Video Reasoning CVPR 2025 Flexible Group Count Enables Hassle-Free Structured Pruning CVPR 2025 FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute CVPR 2025 FlexiGPT: Pruning and Extending Large Language Models with Low-Rank Weight Sharing NAACL 2025 FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference ICLR 2025 FlexQuant: A Flexible and Efficient Dynamic Precision Switching Framework for LLM Quantization EMNLP 2025 Floating-Point Neural Networks Can Represent Almost All Floating-Point Functions ICML 2025 FloE: On-the-Fly MoE Inference on Memory-constrained GPU ICML 2025 Flopping for FLOPs: Leveraging Equivariance for Computational Efficiency ICML 2025 FLOPS: Forward Learning with OPtimal Sampling ICLR 2025 FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows EMNLP 2025 FLOWER: Democratizing Generalist Robot Policies with Efficient Vision-Language-Flow Models CoRL 2025 Flowering Time Prediction of Wheat from DIA-MS Data WACV 2025 FLRC: Fine-grained Low-Rank Compressor for Efficient LLM Inference EMNLP 2025 FMD: Comprehensive Data Compression in Medical Domain via Fused Matching Distillation WACV 2025