conftrace_

model efficiency

206 papers

Explore in graph

Co-occurring keywords

model compression (3302) efficient computing (781) vision transformer (1106) image classification (1944) large language model (13587) neural network optimization (1293) knowledge distillation (3725) convolutional neural network (4226) attention mechanism (4001) neural architecture search (666)

Papers

Environmental Impact Measurement in the MentalRiskES Evaluation Campaign COLING 2024
From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning, Efficiency and beyond COLING 2024
GTP-ViT: Efficient Vision Transformers via Graph-Based Token Propagation WACV 2024
Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting NIPS 2024
Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation CVPR 2024
RepTor: Re-parameterizable Temporal Convolution for Keyword Spotting via Differentiable Kernel Search INTERSPEECH 2024
QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion NIPS 2024
Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition IJCAI 2024
Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers CVPR 2024
Exploring Token Pruning in Vision State Space Models NIPS 2024
End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames CVPR 2024
You Only Need Less Attention at Each Stage in Vision Transformers CVPR 2024
InceptionNeXt: When Inception Meets ConvNeXt CVPR 2024
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models ACL 2024
Draft on the Fly: Adaptive Self-Speculative Decoding using Cosine Similarity EMNLP 2024
Symmetric Dot-Product Attention for Efficient Training of BERT Language Models ACL 2024
Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models CVPR 2024
Preparing Lessons for Progressive Training on Language Models AAAI 2024
Low-Complexity Acoustic Scene Classification Using Parallel Attention-Convolution Network INTERSPEECH 2024
Fixed Point Diffusion Models CVPR 2024
BMRS: Bayesian Model Reduction for Structured Pruning NIPS 2024
HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition INTERSPEECH 2024
XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection ACL 2024
Rethinking Token Reduction for State Space Models EMNLP 2024
Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning ACL 2024