conftrace_

efficient computing

820 papers

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EC

Co-occurring keywords · papers mentioning both

model compression (297) convolutional neural network (95) neural network optimization (79) large language model (68) vision transformer (66) attention mechanism (63) neural network (62) knowledge distillation (57) neural architecture search (57) transformer architecture (49)

Papers

LLMs Can Evolve Continually on Modality for X-Modal Reasoning NeurIPS 2024 LLoCO: Learning Long Contexts Offline EMNLP 2024 LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units ICLR 2024 LongHeads: Multi-Head Attention is Secretly a Long Context Processor EMNLP 2024 Look-Up Table Compression for Efficient Image Restoration CVPR 2024 Low-Rank Approximation for Sparse Attention in Multi-Modal LLMs CVPR 2024 L-TTA: Lightweight Test-Time Adaptation Using a Versatile Stem Layer NeurIPS 2024 mALBERT: Is a Compact Multilingual BERT Model Still Worth It? COLING 2024 MatFormer: Nested Transformer for Elastic Inference NeurIPS 2024 MediSwift: Efficient Sparse Pre-trained Biomedical Language Models ACL 2024 MetaSeg: MetaFormer-Based Global Contexts-Aware Network for Efficient Semantic Segmentation WACV 2024 MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention NeurIPS 2024 Mixture of Nested Experts: Adaptive Processing of Visual Tokens NeurIPS 2024 MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training CVPR 2024 MobileNVC: Real-Time 1080p Neural Video Compression on a Mobile Device WACV 2024 MuLTI: Efficient Video-and-Language Understanding with Text-Guided MultiWay-Sampler and Multiple Choice Modeling AAAI 2024 Navigating Extremes: Dynamic Sparsity in Large Output Spaces NeurIPS 2024 Normalized Narrow Jump To Conclusions: Normalized Narrow Shortcuts for Parameter Efficient Early Exit Transformer Prediction EMNLP 2024 Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression CVPR 2024 On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning EMNLP 2024 On the Effect of (Near) Duplicate Subwords in Language Modelling ACL 2024 Partial Binarization of Neural Networks for Budget-Aware Efficient Learning WACV 2024 Patch-Aware Sample Selection for Efficient Masked Image Modeling AAAI 2024 PEM: Prototype-based Efficient MaskFormer for Image Segmentation CVPR 2024 Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models NeurIPS 2024