Venkatesh, Ganesh
- Mixed Precision Training
2017/10/10 by Paulius Micikevicius, Sharan Narang, Micikevicius, Paulius +20 · 1 voice · 185 citations
Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Numerical Methods and Algorithms #Advanced Neural Network Applications
- Accelerating Sparse Deep Neural Networks
2021/04/16 by Asit Mishra, Jorge Albericio Latorre, Mishra, Asit +13 · 28 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Tensor decomposition and applications
- Temporally Consistent Online Depth Estimation in Dynamic Scenes
2021/11/17 by Li, Zhaoshuo, Ye, Wei, Wang, Dilin +4 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Accelerating Deep Convolutional Networks using low-precision and sparsity
2016/10/02 by Ganesh Venkatesh, Venkatesh, Ganesh, Eriko Nurvitadhi +3 · 2 voices
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #cs.LG #cs.NE
- Latency-Aware Neural Architecture Search with Multi-Objective Bayesian Optimization
2021/06/22 by Eriksson, David, Chuang, Pierce I-Jen, Daulton, Samuel +7 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object Segmentation
2020/12/21 by Park, Hyojin, Yoo, Jayeon, Jeong, Seohyeong +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Self-Data Distillation for Recovering Quality in Pruned Large Language Models
2024/10/13 by Vithursan Thangarasa, Thangarasa, Vithursan, Venkatesh, Ganesh +4 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Perceiving Beyond Language Priors: Enhancing Visual Comprehension and Attention in Multimodal Models
2025/05/08 by Aarti Ghatkesar, Ghatkesar, Aarti, Venkatesh, Ganesh · 2 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Language and cultural evolution #Multimodal Machine Learning Applications
- From Amateur to Master: Infusing Knowledge into LLMs via Automated Curriculum Learning
2025/10/30 by Neema, Nishit, Mukherjee, Srinjoy, Shah, Sapan +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences