LilNetX: Lightweight Networks with EXtreme Model Compression and
Structured Sparsification

LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification

6 April 2022

Abhinav Shrivastava

Papers citing "LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification"

10 / 10 papers shown

Title
Neural NeRF Compression Tuan Pham Stephan Mandt 43 1 0 13 Jun 2024
EAGLES: Efficient Accelerated 3D Gaussians with Lightweight EncodingS Sharath Girish Kamal Gupta Abhinav Shrivastava 3DGS 31 79 0 07 Dec 2023
ECRF: Entropy-Constrained Neural Radiance Fields Compression with Frequency Domain Optimization Soonbin Lee Fangwen Shu Y. Sanchez Thomas Schierl C. Hellge 27 4 0 23 Nov 2023
SHACIRA: Scalable HAsh-grid Compression for Implicit Neural Representations Sharath Girish Abhinav Shrivastava Kamal Gupta 45 23 0 27 Sep 2023
Bandwidth-efficient Inference for Neural Image Compression Shanzhi Yin Tongda Xu Yongsheng Liang Yuanyuan Wang Yanghao Li Yan Wang Jingjing Liu 25 1 0 06 Sep 2023
NIRVANA: Neural Implicit Representations of Videos with Adaptive Networks and Autoregressive Patch-wise Modeling Shishira R. Maiya Sharath Girish Max Ehrlich Hanyu Wang Kwot Sin Lee Patrick Poirson Pengxiang Wu Chen Wang Abhinav Shrivastava VGen 47 40 0 30 Dec 2022
The Lottery Ticket Hypothesis for Object Recognition Sharath Girish Shishira R. Maiya Kamal Gupta Hao Chen L. Davis Abhinav Shrivastava 83 60 0 08 Dec 2020
The Lottery Ticket Hypothesis for Pre-trained BERT Networks Tianlong Chen Jonathan Frankle Shiyu Chang Sijia Liu Yang Zhang Zhangyang Wang Michael Carbin 153 345 0 23 Jul 2020
Comparing Rewinding and Fine-tuning in Neural Network Pruning Alex Renda Jonathan Frankle Michael Carbin 224 383 0 05 Mar 2020
Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights Aojun Zhou Anbang Yao Yiwen Guo Lin Xu Yurong Chen MQ 325 1,049 0 10 Feb 2017