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2205.08957
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Meta-Learning Sparse Compression Networks
18 May 2022
Jonathan Richard Schwarz
Yee Whye Teh
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Papers citing
"Meta-Learning Sparse Compression Networks"
20 / 20 papers shown
Meta-Sparsity: Learning Optimal Sparse Structures in Multi-task Networks through Meta-learning
Richa Upadhyay
Ronald Phlypo
Rajkumar Saini
Marcus Liwicki
296
0
0
21 Jan 2025
Implicit Neural Compression of Point Clouds
Hongning Ruan
Yulin Shao
Qianqian Yang
Liang Zhao
Zhaoyang Zhang
Dusit Niyato
3DPC
398
1
0
11 Dec 2024
Good, Cheap, and Fast: Overfitted Image Compression with Wasserstein Distortion
Computer Vision and Pattern Recognition (CVPR), 2024
Jona Ballé
Luca Versari
Emilien Dupont
Hyunjik Kim
Matthias Bauer
DiffM
534
4
0
30 Nov 2024
Neuromodulated Meta-Learning
Wenwen Qiang
Huijie Guo
Jingyao Wang
Jiangmeng Li
Changwen Zheng
Hui Xiong
Gang Hua
367
1
0
11 Nov 2024
Predicting the Encoding Error of SIRENs
Jeremy Vonderfecht
Feng Liu
AI4CE
241
5
0
29 Oct 2024
Latent-INR: A Flexible Framework for Implicit Representations of Videos with Discriminative Semantics
European Conference on Computer Vision (ECCV), 2024
Shishira R. Maiya
Anubhav Gupta
M. Gwilliam
Max Ehrlich
Abhinav Shrivastava
195
6
1
05 Aug 2024
Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts
International Conference on Machine Learning (ICML), 2024
Shengzhuang Chen
Jihoon Tack
Yunqiao Yang
Yee Whye Teh
Jonathan Richard Schwarz
Ying Wei
MoE
482
4
0
13 Mar 2024
Online Adaptation of Language Models with a Memory of Amortized Contexts
Jihoon Tack
Jaehyung Kim
Eric Mitchell
Jinwoo Shin
Yee Whye Teh
Jonathan Richard Schwarz
KELM
283
30
0
07 Mar 2024
C3: High-performance and low-complexity neural compression from a single image or video
Computer Vision and Pattern Recognition (CVPR), 2023
Hyunjik Kim
Matthias Bauer
Lucas Theis
Jonathan Richard Schwarz
Emilien Dupont
VGen
238
57
0
05 Dec 2023
Improved Positional Encoding for Implicit Neural Representation based Compact Data Representation
B. Damodaran
Francois Schnitzler
Anne Lambert
Pierre Hellier
195
3
0
10 Nov 2023
Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks
Woojin Cho
Kookjin Lee
Donsub Rim
Noseong Park
AI4CE
PINN
235
37
0
14 Oct 2023
RECOMBINER: Robust and Enhanced Compression with Bayesian Implicit Neural Representations
International Conference on Learning Representations (ICLR), 2023
Carlos Rombaldo Junior
Ingolf Becker
Zongyu Guo
Shane Johnson
249
12
0
29 Sep 2023
Compression with Bayesian Implicit Neural Representations
Neural Information Processing Systems (NeurIPS), 2023
Zongyu Guo
Gergely Flamich
Jiajun He
Zhibo Chen
José Miguel Hernández-Lobato
441
30
0
30 May 2023
Spatial Functa: Scaling Functa to ImageNet Classification and Generation
Matthias Bauer
Emilien Dupont
Andy Brock
Dan Rosenbaum
Jonathan Richard Schwarz
Hyunjik Kim
DiffM
445
51
0
06 Feb 2023
Learning Large-scale Neural Fields via Context Pruned Meta-Learning
Neural Information Processing Systems (NeurIPS), 2023
Jihoon Tack
Subin Kim
Sihyun Yu
Jaeho Lee
Jinwoo Shin
Jonathan Richard Schwarz
304
14
0
01 Feb 2023
Modality-Agnostic Variational Compression of Implicit Neural Representations
International Conference on Machine Learning (ICML), 2023
Jonathan Richard Schwarz
Jihoon Tack
Yee Whye Teh
Jaeho Lee
Jinwoo Shin
314
28
0
23 Jan 2023
Versatile Neural Processes for Learning Implicit Neural Representations
International Conference on Learning Representations (ICLR), 2023
Zongyu Guo
Cuiling Lan
Zhizheng Zhang
Yan Lu
Zhibo Chen
286
13
0
21 Jan 2023
Compressing multidimensional weather and climate data into neural networks
International Conference on Learning Representations (ICLR), 2022
La-mei Huang
Torsten Hoefler
AI4CE
415
45
0
22 Oct 2022
Meta-Learning with Self-Improving Momentum Target
Neural Information Processing Systems (NeurIPS), 2022
Jihoon Tack
Jongjin Park
Hankook Lee
Jaeho Lee
Jinwoo Shin
LRM
241
16
0
11 Oct 2022
L
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onie: Compressing COINs with L
0
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-constraints
Juan Ramirez
Jose Gallego-Posada
139
5
0
08 Jul 2022
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