Meta-Learning Sparse Implicit Neural Representations

27 October 2021

Papers citing "Meta-Learning Sparse Implicit Neural Representations"

39 / 39 papers shown

Title
Generalizable Implicit Neural Representations via Parameterized Latent Dynamics for Baroclinic Ocean Forecasting Guang Zhao Xihaier Luo Seungjun Lee Yihui Ren Shinjae Yoo Luke Van Roekel B. Nadiga S. Narayanan Yixuan Sun Wei Xu AI4CE 48 0 0 27 Mar 2025
Foundation Models Secretly Understand Neural Network Weights: Enhancing Hypernetwork Architectures with Foundation Models Jeffrey Gu Serena Yeung-Levy AI4CE 29 0 0 02 Mar 2025
Adversarial Robustness in Parameter-Space Classifiers Tamir Shor Ethan Fetaya Chaim Baskin A. Bronstein AAML OOD 132 0 0 27 Feb 2025
Geometric Neural Process Fields Wenzhe Yin Zehao Xiao Jiayi Shen Yunlu Chen Cees G. M. Snoek J. Sonke E. Gavves AI4CE 41 0 0 04 Feb 2025
Neuromodulated Meta-Learning Jingyao Wang Huijie Guo Wenwen Qiang Jiangmeng Li Changwen Zheng Hui Xiong Gang Hua 59 0 0 11 Nov 2024
Predicting the Encoding Error of SIRENs Jeremy Vonderfecht Feng Liu AI4CE 40 3 0 29 Oct 2024
Fast Training of Sinusoidal Neural Fields via Scaling Initialization Taesun Yeom Sangyoon Lee Jaeho Lee 53 2 0 07 Oct 2024
Streaming Neural Images Marcos V. Conde Andy Bigos Radu Timofte 31 0 0 25 Sep 2024
Rethinking Meta-Learning from a Learning Lens Jingyao Wang Wenwen Qiang Chuxiong Sun Lingyu Si Jiangmeng Li 41 1 0 13 Sep 2024
PNVC: Towards Practical INR-based Video Compression Ge Gao Ho Man Kwan Fan Zhang David Bull 28 6 0 02 Sep 2024
Bayesian meta learning for trustworthy uncertainty quantification Zhenyuan Yuan Thinh T. Doan UQCV 25 0 0 27 Jul 2024
Cooperative Meta-Learning with Gradient Augmentation Jongyun Shin Seunjin Han Jangho Kim VLM 22 0 0 07 Jun 2024
Extreme Compression of Adaptive Neural Images Leo Hoshikawa Marcos V. Conde Takeshi Ohashi Atsushi Irie 40 1 0 27 May 2024
Implicit Neural Representations for Robust Joint Sparse-View CT Reconstruction Jiayang Shi Junyi Zhu D. Pelt K. Batenburg Matthew B. Blaschko 26 3 0 03 May 2024
Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts Shengzhuang Chen Jihoon Tack Yunqiao Yang Yee Whye Teh Jonathan Richard Schwarz Ying Wei MoE 35 1 0 13 Mar 2024
Revisiting Nonlocal Self-Similarity from Continuous Representation Yisi Luo Xile Zhao Deyu Meng 33 3 0 01 Jan 2024
C3: High-performance and low-complexity neural compression from a single image or video Hyunjik Kim Matthias Bauer Lucas Theis Jonathan Richard Schwarz Emilien Dupont VGen 20 23 0 05 Dec 2023
Spectral-wise Implicit Neural Representation for Hyperspectral Image Reconstruction Huan Chen Wangcai Zhao Tingfa Xu Shiyun Zhou Peifu Liu Jianan Li 42 20 0 02 Dec 2023
Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder Huiwon Jang Jihoon Tack Daewon Choi Jongheon Jeong Jinwoo Shin 18 2 0 25 Oct 2023
Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks Woojin Cho Kookjin Lee Donsub Rim Noseong Park AI4CE PINN 18 16 0 14 Oct 2023
Generalizable Neural Fields as Partially Observed Neural Processes Jeffrey Gu Kuan-Chieh Jackson Wang Serena Yeung AI4CE 28 4 0 13 Sep 2023
Learning Large-scale Neural Fields via Context Pruned Meta-Learning Jihoon Tack Subin Kim Sihyun Yu Jaeho Lee Jinwoo Shin Jonathan Richard Schwarz 18 9 0 01 Feb 2023
Modality-Agnostic Variational Compression of Implicit Neural Representations Jonathan Richard Schwarz Jihoon Tack Yee Whye Teh Jaeho Lee Jinwoo Shin 24 25 0 23 Jan 2023
Versatile Neural Processes for Learning Implicit Neural Representations Zongyu Guo Cuiling Lan Zhizheng Zhang Yan Lu Zhibo Chen 19 13 0 21 Jan 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 36 40 0 30 Dec 2022
StegaNeRF: Embedding Invisible Information within Neural Radiance Fields Chenxin Li Brandon Yushan Feng Zhiwen Fan Panwang Pan Zhangyang Wang DiffM 14 37 0 03 Dec 2022
SINCO: A Novel structural regularizer for image compression using implicit neural representations Harry Gao Weijie Gan Zhixin Sun Ulugbek S. Kamilov AI4CE 17 3 0 26 Oct 2022
Signal Processing for Implicit Neural Representations Dejia Xu Peihao Wang Yifan Jiang Zhiwen Fan Zhangyang Wang 16 37 0 17 Oct 2022
Scalable Neural Video Representations with Learnable Positional Features Subin Kim Sihyun Yu Jaeho Lee Jinwoo Shin 24 35 0 13 Oct 2022
Meta-Learning with Self-Improving Momentum Target Jihoon Tack Jongjin Park Hankook Lee Jaeho Lee Jinwoo Shin LRM 60 12 0 11 Oct 2022
On Quantizing Implicit Neural Representations Cameron Gordon Shin-Fang Chng L. MacDonald Simon Lucey MQ 12 18 0 01 Sep 2022
L $_0$ onie: Compressing COINs with L $_0$ -constraints Juan Ramirez Jose Gallego-Posada 25 5 0 08 Jul 2022
Meta-Learning Sparse Compression Networks Jonathan Richard Schwarz Yee Whye Teh 54 25 0 18 May 2022
COIN++: Neural Compression Across Modalities Emilien Dupont H. Loya Milad Alizadeh Adam Goliñski Yee Whye Teh Arnaud Doucet 45 81 0 30 Jan 2022
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 19 613 0 22 Nov 2021
Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks Torsten Hoefler Dan Alistarh Tal Ben-Nun Nikoli Dryden Alexandra Peste MQ 139 684 0 31 Jan 2021
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 212 971 0 10 Mar 2020
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models Sachit Menon Alexandru Damian Shijia Hu Nikhil Ravi Cynthia Rudin OOD DiffM 192 540 0 08 Mar 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 281 11,677 0 09 Mar 2017