Poster "sparse training" Papers
9 papers found
Conference
BAME: Block-Aware Mask Evolution for Efficient N:M Sparse Training
Chenyi yang, Wenjie Nie, Yuxin Zhang et al.
ICML 2025
Computation and Memory-Efficient Model Compression with Gradient Reweighting
Zhiwei Li, Yuesen Liao, Binrui Wu et al.
NEURIPS 2025
Sign-In to the Lottery: Reparameterizing Sparse Training
Advait Gadhikar, Tom Jacobs, chao zhou et al.
NEURIPS 2025arXiv:2504.12801
1
citations
Sparse Training from Random Initialization: Aligning Lottery Ticket Masks using Weight Symmetry
Mohammed Adnan, Rohan Jain, Ekansh Sharma et al.
ICML 2025arXiv:2505.05143
1
citations
SparsyFed: Sparse Adaptive Federated Learning
Adriano Guastella, Lorenzo Sani, Alex Iacob et al.
ICLR 2025
2
citations
Exploring the Benefit of Activation Sparsity in Pre-training
Zhengyan Zhang, Chaojun Xiao, Qiujieli Qin et al.
ICML 2024arXiv:2410.03440
6
citations
In value-based deep reinforcement learning, a pruned network is a good network
Johan Obando Ceron, Aaron Courville, Pablo Samuel Castro
ICML 2024arXiv:2402.12479
33
citations
Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency
Vithursan Thangarasa, Shreyas Saxena, Abhay Gupta et al.
ICML 2024arXiv:2303.11525
8
citations
TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge
Young Kwon, Rui Li, Stylianos Venieris et al.
ICML 2024arXiv:2307.09988
22
citations