Efficient Computing

Fast and Slow Gradient Approximation for Binary Neural Network Optimization AAAI 2025 Faster Speculative Decoding via Effective Draft Decoder with Pruned Candidate Tree ACL 2025 Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks AAAI 2025 FBRT-YOLO: Faster and Better for Real-Time Aerial Image Detection AAAI 2025 Ferret: An Efficient Online Continual Learning Framework under Varying Memory Constraints CVPR 2025 Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation ACL 2025 FIMA-Q: Post-Training Quantization for Vision Transformers by Fisher Information Matrix Approximation CVPR 2025 FineMem: Breaking the Allocation Overhead vs. Memory Waste Dilemma in Fine-Grained Disaggregated Memory Management OSDI 2025 Fit and Prune: Fast and Training-free Visual Token Pruning for Multi-modal Large Language Models AAAI 2025 FlashGS: Efficient 3D Gaussian Splatting for Large-scale and High-resolution Rendering CVPR 2025 FlashMask: Efficient and Rich Mask Extension of FlashAttention ICLR 2025 FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression CVPR 2025 FLAVC: Learned Video Compression with Feature Level Attention CVPR 2025 Flexible Frame Selection for Efficient Video Reasoning CVPR 2025 Flopping for FLOPs: Leveraging Equivariance for Computational Efficiency ICML 2025 FocusLLM: Precise Understanding of Long Context by Dynamic Condensing ACL 2025 Forward Knows Efficient Backward Path: Saliency-Guided Memory-Efficient Fine-tuning of Large Language Models ACL 2025 Foveated Instance Segmentation CVPR 2025 FreeNet: Liberating Depth-Wise Separable Operations for Building Faster Mobile Vision Architectures AAAI 2025 FreqTS: Frequency-Aware Token Selection for Accelerating Diffusion Models AAAI 2025 Frequency-Biased Synergistic Design for Image Compression and Compensation CVPR 2025 FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling ACL 2025 FSTA-SNN:Frequency-Based Spatial-Temporal Attention Module for Spiking Neural Networks AAAI 2025 Generating, Fast and Slow: Scalable Parallel Video Generation with Video Interface Networks ICCV 2025 GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data AAAI 2025