efficient computing

Pick-or-Mix: Dynamic Channel Sampling for ConvNets CVPR 2024 PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks CVPR 2024 PointBeV: A Sparse Approach for BeV Predictions CVPR 2024 Point Transformer V3: Simpler Faster Stronger CVPR 2024 Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model EMNLP 2024 Preparing Lessons for Progressive Training on Language Models AAAI 2024 PrivCirNet: Efficient Private Inference via Block Circulant Transformation NeurIPS 2024 QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion NeurIPS 2024 Real-time Core-Periphery Guided ViT with Smart Data Layout Selection on Mobile Devices NeurIPS 2024 Real-World Efficient Blind Motion Deblurring via Blur Pixel Discretization CVPR 2024 Reducing Transformer Key-Value Cache Size with Cross-Layer Attention NeurIPS 2024 Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image Segmentation AAAI 2024 Rethinking Interactive Image Segmentation with Low Latency High Quality and Diverse Prompts CVPR 2024 SBCFormer: Lightweight Network Capable of Full-Size ImageNet Classification at 1 FPS on Single Board Computers WACV 2024 Scaling Laws for Linear Complexity Language Models EMNLP 2024 Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices NeurIPS 2024 SHViT: Single-Head Vision Transformer with Memory Efficient Macro Design CVPR 2024 SimA: Simple Softmax-Free Attention for Vision Transformers WACV 2024 SlowFormer: Adversarial Attack on Compute and Energy Consumption of Efficient Vision Transformers CVPR 2024 SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction CVPR 2024 SnapKV: LLM Knows What You are Looking for Before Generation NeurIPS 2024 Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference EACL 2024 SparseFlow: Accelerating Transformers by Sparsifying Information Flows ACL 2024 SpecHub: Provable Acceleration to Multi-Draft Speculative Decoding EMNLP 2024 SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation NeurIPS 2024