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

MetaSeg: MetaFormer-Based Global Contexts-Aware Network for Efficient Semantic Segmentation WACV 2024
Lightweight Delivery Detection on Doorbell Cameras WACV 2024
Patch-Aware Sample Selection for Efficient Masked Image Modeling AAAI 2024
Adaptive Deep Neural Network Inference Optimization With EENet WACV 2024
Partial Binarization of Neural Networks for Budget-Aware Efficient Learning WACV 2024
E2-LLM: Efficient and Extreme Length Extension of Large Language Models ACL 2024
SBCFormer: Lightweight Network Capable of Full-Size ImageNet Classification at 1 FPS on Single Board Computers WACV 2024
Token Fusion: Bridging the Gap Between Token Pruning and Token Merging WACV 2024
FFT-Based Dynamic Token Mixer for Vision AAAI 2024
FLORA: Fine-Grained Low-Rank Architecture Search for Vision Transformer WACV 2024
MuLTI: Efficient Video-and-Language Understanding with Text-Guided MultiWay-Sampler and Multiple Choice Modeling AAAI 2024
What Are You Token About? Differentiable Perturbed Top-k Token Selection for Scientific Document Summarization ACL 2024
On the Effect of (Near) Duplicate Subwords in Language Modelling ACL 2024
SimA: Simple Softmax-Free Attention for Vision Transformers WACV 2024
Efficient Look-Up Table from Expanded Convolutional Network for Accelerating Image Super-resolution AAAI 2024
LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition AAAI 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
Transformer-Based Selective Super-resolution for Efficient Image Refinement AAAI 2024
Efficient Lightweight Image Denoising with Triple Attention Transformer AAAI 2024
vid-TLDR: Training Free Token Merging for Light-weight Video Transformer CVPR 2024
SparseFlow: Accelerating Transformers by Sparsifying Information Flows ACL 2024