← Optimization & Theory
Deep Learning › Optimization & Theory ›

Efficient Computing

1253 directly classified papers

Papers per year

Papers

Transformer-Based Selective Super-resolution for Efficient Image Refinement AAAI 2024
IRPruneDet: Efficient Infrared Small Target Detection via Wavelet Structure-Regularized Soft Channel Pruning AAAI 2024
BASS: Batched Attention-optimized Speculative Sampling ACL 2024
Improving the Adversarial Transferability of Vision Transformers with Virtual Dense Connection AAAI 2024
Efficient Look-Up Table from Expanded Convolutional Network for Accelerating Image Super-resolution AAAI 2024
DGL: Dynamic Global-Local Prompt Tuning for Text-Video Retrieval AAAI 2024
MuLTI: Efficient Video-and-Language Understanding with Text-Guided MultiWay-Sampler and Multiple Choice Modeling AAAI 2024
On the Effect of (Near) Duplicate Subwords in Language Modelling ACL 2024
XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection ACL 2024
OSFFNet: Omni-Stage Feature Fusion Network for Lightweight Image Super-Resolution AAAI 2024
F³-Pruning: A Training-Free and Generalized Pruning Strategy towards Faster and Finer Text-to-Video Synthesis AAAI 2024
Extending Context Window of Large Language Models via Semantic Compression ACL 2024
Entropy Induced Pruning Framework for Convolutional Neural Networks AAAI 2024
Exploring Temporal Feature Correlation for Efficient and Stable Video Semantic Segmentation AAAI 2024
Generation Meets Verification: Accelerating Large Language Model Inference with Smart Parallel Auto-Correct Decoding ACL 2024
SwiftPillars: High-Efficiency Pillar Encoder for Lidar-Based 3D Detection AAAI 2024
LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition AAAI 2024
Learning Temporal Resolution in Spectrogram for Audio Classification AAAI 2024
Optimize & Reduce: A Top-Down Approach for Image Vectorization AAAI 2024
SHaRPose: Sparse High-Resolution Representation for Human Pose Estimation AAAI 2024
Anchor-based Large Language Models ACL 2024
Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD) ACL 2024
Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks AAAI 2024
PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference ACL 2024
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding ACL 2024