inference speed

Fast Vision Mamba: Pooling Spatial Dimensions for Accelerated Processing WACV 2026 SeqFeedNet: Sequential Feature Feedback Network for Background Subtraction WACV 2026 A Drop-In Solution for On-the-Fly Adaptation of Speculative Decoding in Large Language Models ACL 2025 An Information-Theoretic Approach to Reducing Fertility in LLMs for Manipuri Machine Translation IJCNLP 2025 Beyond Autoregression: Fast LLMs via Self-Distillation Through Time ICLR 2025 Discrete Diffusion Language Model for Efficient Text Summarization NAACL 2025 Earley-Driven Dynamic Pruning for Efficient Structured Decoding ICML 2025 FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality ICLR 2025 Findings of the WMT 2025 Shared Task on Model Compression: Early Insights on Compressing LLMs for Machine Translation EMNLP 2025 FlexQuant: A Flexible and Efficient Dynamic Precision Switching Framework for LLM Quantization EMNLP 2025 FREE: Fast and Robust Vision Language Models with Early Exits ACL 2025 Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles AAAI 2025 GarFast: Realistic and Fast Garment Transfer with a Simplified Parser-Free Approach AAAI 2025 HMAR: Efficient Hierarchical Masked Auto-Regressive Image Generation CVPR 2025 HyPiDecoder: Hybrid Pixel Decoder for Efficient Segmentation and Detection ICCV 2025 KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding ACL 2025 MixA: A Mixed Attention approach with Stable Lightweight Linear Attention to enhance Efficiency of Vision Transformers at the Edge ICCV 2025 ModernBERT or DeBERTaV3? Examining Architecture and Data Influence on Transformer Encoder Models Performance IJCNLP 2025 MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition ICML 2025 Pivoting Factorization: A Compact Meta Low-Rank Representation of Sparsity for Efficient Inference in Large Language Models ICML 2025 Removing Cost Volumes from Optical Flow Estimators ICCV 2025 Retrofitting Large Language Models with Dynamic Tokenization ACL 2025 SeedLM: Compressing LLM Weights into Seeds of Pseudo-Random Generators ICLR 2025 SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator ICML 2025 Speed Without Sacrifice: Fine-Tuning Language Models with Medusa and Knowledge Distillation in Travel Applications ACL 2025