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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 201–250 of 380 papers

TitleStatusHype
Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks—0
Tensor Decomposition based Personalized Federated Learning—0
The LSCD Benchmark: a Testbed for Diachronic Word Meaning Tasks—0
TMPQ-DM: Joint Timestep Reduction and Quantization Precision Selection for Efficient Diffusion Models—0
Transfer-Once-For-All: AI Model Optimization for Edge—0
Towards Data-centric Machine Learning on Directed Graphs: a Survey—0
Towards Discovering the Effectiveness of Moderately Confident Samples for Semi-Supervised Learning—0
Towards Fair Federated Recommendation Learning: Characterizing the Inter-Dependence of System and Data Heterogeneity—0
Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided Solution—0
Transducer Consistency Regularization for Speech to Text Applications—0
Transforming the Hybrid Cloud for Emerging AI Workloads—0
Trust-Aware Diversion for Data-Effective Distillation—0
TSAK: Two-Stage Semantic-Aware Knowledge Distillation for Efficient Wearable Modality and Model Optimization in Manufacturing Lines—0
Turning to a Teacher for Timestamp Supervised Temporal Action Segmentation—0
UDD: Dataset Distillation via Mining Underutilized Regions—0
Ultra-Low Power Keyword Spotting at the Edge—0
Untangling tradeoffs between recurrence and self-attention in neural networks—0
Untangling tradeoffs between recurrence and self-attention in artificial neural networks—0
Unveiling Hidden Collaboration within Mixture-of-Experts in Large Language Models—0
Using deep learning to detect patients at risk for prostate cancer despite benign biopsies—0
Validation of machine learning based scenario generators—0
Variational Inference via Transformations on Distributions—0
Vertical Federated Continual Learning via Evolving Prototype Knowledge—0
Video Analytics on IoT devices—0
Vision-language Assisted Attribute Learning—0
Visual Tactile Fusion Object Clustering—0
A keyword-driven approach to science—0
Winning the ICCV'2021 VALUE Challenge: Task-aware Ensemble and Transfer Learning with Visual Concepts—0
Optimizing Cox Models with Stochastic Gradient Descent: Theoretical Foundations and Practical Guidances—0
2D-Curri-DPO: Two-Dimensional Curriculum Learning for Direct Preference Optimization—0
3D Building Reconstruction From Monocular Remote Sensing Images—0
A Bridging Framework for Model Optimization and Deep Propagation—0
Acoustic Model Optimization Based On Evolutionary Stochastic Gradient Descent with Anchors for Automatic Speech Recognition—0
Acoustic Model Optimization over Multiple Data Sources: Merging and Valuation—0
ACT360: An Efficient 360-Degree Action Detection and Summarization Framework for Mission-Critical Training and Debriefing—0
Adaptive Variational Continual Learning via Task-Heuristic Modelling—0
A deep learning based solution for construction equipment detection: from development to deployment—0
A deep learning network with differentiable dynamic programming for retina OCT surface segmentation—0
AD-NEV: A Scalable Multi-level Neuroevolution Framework for Multivariate Anomaly Detection—0
AD-NEv++ : The multi-architecture neuroevolution-based multivariate anomaly detection framework—0
Advanced Deep Learning Techniques for Analyzing Earnings Call Transcripts: Methodologies and Applications—0
A Machine Learning-oriented Survey on Tiny Machine Learning—0
Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset—0
An Embedding-Dynamic Approach to Self-supervised Learning—0
An empirical investigation into audio pipeline approaches for classifying bird species—0
A New Perspective for Understanding Generalization Gap of Deep Neural Networks Trained with Large Batch Sizes—0
An MIL-Derived Transformer for Weakly Supervised Point Cloud Segmentation—0
A Node-collaboration-informed Graph Convolutional Network for Precise Representation to Undirected Weighted Graphs—0
AquaIntellect: A Semantic Self-learning Framework for Underwater Internet of Things Connectivity—0
Archangel: A Hybrid UAV-based Human Detection Benchmark with Position and Pose Metadata—0
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