SOTAVerified

Computational Efficiency

Methods and optimizations to reduce the computational resources (e.g., time, memory, or power) needed for training and inference in models. This involves techniques that streamline processing, optimize algorithms, or leverage hardware to enhance performance without compromising accuracy.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2701–2725 of 4891 papers

TitleStatusHype
SELD-Mamba: Selective State-Space Model for Sound Event Localization and Detection with Source Distance Estimation—0
Selective Forgetting: Advancing Machine Unlearning Techniques and Evaluation in Language Models—0
Selective Video Object Cutout—0
Self-Attentional Models for Lattice Inputs—0
Self-Data Distillation for Recovering Quality in Pruned Large Language Models—0
Self-Driving Car Racing: Application of Deep Reinforcement Learning—0
SelfReplay: Adapting Self-Supervised Sensory Models via Adaptive Meta-Task Replay—0
Self-Supervised Camera Self-Calibration from Video—0
Self-Supervised Learning of Compressed Video Representations—0
Self-Supervised Learning of Perceptually Optimized Block Motion Estimates for Video Compression—0
Self-Supervised Point Cloud Registration with Deep Versatile Descriptors—0
Self-Weighted Robust LDA for Multiclass Classification with Edge Classes—0
Semantic Communication based on Generative AI: A New Approach to Image Compression and Edge Optimization—0
Semantic Draw Engineering for Text-to-Image Creation—0
SemanticFlow: A Self-Supervised Framework for Joint Scene Flow Prediction and Instance Segmentation in Dynamic Environments—0
Semantic Graph for Zero-Shot Learning—0
Semantic-guided Cross-Modal Prompt Learning for Skeleton-based Zero-shot Action Recognition—0
Semantic Layered Embedding Diffusion in Large Language Models for Multi-Contextual Consistency—0
SEMI-CenterNet: A Machine Learning Facilitated Approach for Semiconductor Defect Inspection—0
Semi-Crowdsourced Clustering: Generalizing Crowd Labeling by Robust Distance Metric Learning—0
Sensor Selection by Linear Programming—0
SentenceKV: Efficient LLM Inference via Sentence-Level Semantic KV Caching—0
Sentiment Interpretable Logic Tensor Network for Aspect-Term Sentiment Analysis—0
Sequence-based deep learning antibody design for in silico antibody affinity maturation—0
Sequence-to-Sequence Model with Transformer-based Attention Mechanism and Temporal Pooling for Non-Intrusive Load Monitoring—0
Show:102550
← PrevPage 109 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified