|
Workshop
|
|
NeuZip: Memory-Efficient Training and Inference with Dynamic Compression of Neural Networks
Yongchang Hao · Yanshuai Cao · Lili Mou
|
|
|
Workshop
|
|
Cyclic Data Parallelism for Efficient Parallelism of Deep Neural Networks
Louis Fournier · Edouard Oyallon
|
|
|
Poster
|
Thu 11:00
|
ECLipsE: Efficient Compositional Lipschitz Constant Estimation for Deep Neural Networks
Yuezhu Xu · S Sivaranjani
|
|
|
Workshop
|
|
Convolutional Hierarchical Deep Learning Neural Networks-Tensor Decomposition (C-HiDeNN-TD): a scalable surrogate modeling approach for large-scale physical systems
Jiachen Guo · Chanwook Park · Xiaoyu Xie · Zhongsheng Sang · Gregory J. Wagner · Kam Liu
|
|
|
Affinity Event
|
|
Graph Neural Network-Enhanced Multi-Task Learning for Menstrual Disorder Prediction Using Multi-Omics Data
Comfort Adesina
|
|
|
Workshop
|
|
Convergence Guarantees for Neural Network-Based Hamilton–Jacobi Reachability
William Hofgard
|
|
|
Poster
|
Thu 11:00
|
A Neural Network Approach for Efficiently Answering Most Probable Explanation Queries in Probabilistic Models
Shivvrat Arya · Tahrima Rahman · Vibhav Gogate
|
|
|
Poster
|
Wed 16:30
|
Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation
Chengting Yu · Lei Liu · Gaoang Wang · Erping Li · Aili Wang
|
|
|
Affinity Event
|
|
Neural Machine Translators (NMTs) as Efficient Forward and Backward Arabic Transliterators
Toyib Ogunremi · Anthony Soronnadi · Olamide Shogbamu · Olubayo Adekanmbi
|
|
|
Workshop
|
Sun 12:00
|
DQA: An Efficient Method for Deep Quantization of Deep Neural Network Activations
Wenhao Hu · Paul Henderson · José Cano
|
|
|
Workshop
|
|
HERTA: A High-Efficiency and Rigorous Training Algorithm for Unfolded Graph Neural Networks
Yongyi Yang · Jiaming Yang · Wei Hu · Michal Derezinski
|
|
|
Workshop
|
|
Computationally Efficient Laplace Approximations for Neural Networks
Swarnali Raha · Kshitij Khare · Rohit Patra
|
|
