conftrace_

efficient computing

781 papers

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EC

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model compression (3302) convolutional neural network (4226) neural network optimization (1293) large language model (13587) attention mechanism (4001) vision transformer (1106) neural network (6616) knowledge distillation (3725) neural architecture search (666) transformer architecture (1560)

Papers

SimA: Simple Softmax-Free Attention for Vision Transformers WACV 2024
Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision Applications CVPR 2024
You Only Need Less Attention at Each Stage in Vision Transformers CVPR 2024
Stateful Memory-Augmented Transformers for Efficient Dialogue Modeling EACL 2024
LibAMM: Empirical Insights into Approximate Computing for Accelerating Matrix Multiplication NIPS 2024
DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution NIPS 2024
Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices NIPS 2024
Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy NIPS 2024
Efficient Lightweight Image Denoising with Triple Attention Transformer AAAI 2024
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation CVPR 2024
Efficient Sequential Decision Making with Large Language Models EMNLP 2024
SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation NIPS 2024
SwiftPillars: High-Efficiency Pillar Encoder for Lidar-Based 3D Detection AAAI 2024
ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers CVPR 2024
EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction EMNLP 2024
Data-Efficient Multimodal Fusion on a Single GPU CVPR 2024
PEM: Prototype-based Efficient MaskFormer for Image Segmentation CVPR 2024
Latent Modulated Function for Computational Optimal Continuous Image Representation CVPR 2024
What Are You Token About? Differentiable Perturbed Top-k Token Selection for Scientific Document Summarization ACL 2024
E2-LLM: Efficient and Extreme Length Extension of Large Language Models ACL 2024
On the Effect of (Near) Duplicate Subwords in Language Modelling ACL 2024
LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition AAAI 2024
Learning to Select Views for Efficient Multi-View Understanding CVPR 2024
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models ACL 2024
Transformer-Based Selective Super-resolution for Efficient Image Refinement AAAI 2024