HyperNetworks

27 September 2016

Papers citing "HyperNetworks"

50 / 285 papers shown

Title
A Survey of Meta-Reinforcement Learning Jacob Beck Risto Vuorio E. Liu Zheng Xiong L. Zintgraf Chelsea Finn Shimon Whiteson OOD OffRL 37 122 0 19 Jan 2023
Learning One Abstract Bit at a Time Through Self-Invented Experiments Encoded as Neural Networks Vincent Herrmann Louis Kirsch Jürgen Schmidhuber AI4CE 43 4 0 29 Dec 2022
Robust Meta-Representation Learning via Global Label Inference and Classification Ruohan Wang Isak Falk Massimiliano Pontil C. Ciliberto 36 3 0 22 Dec 2022
StyleTRF: Stylizing Tensorial Radiance Fields Rahul Goel Dhawal Sirikonda Saurabh Saini P. J. Narayanan 27 2 0 19 Dec 2022
General-Purpose In-Context Learning by Meta-Learning Transformers Louis Kirsch James Harrison Jascha Narain Sohl-Dickstein Luke Metz 31 72 0 08 Dec 2022
Improving Pareto Front Learning via Multi-Sample Hypernetworks L. P. Hoang Dung D. Le Tuan A. Tran Thang Tran Ngoc 12 24 0 02 Dec 2022
Generalizable Implicit Neural Representations via Instance Pattern Composers Chiheon Kim Doyup Lee Saehoon Kim Minsu Cho Wook-Shin Han AI4CE 20 24 0 23 Nov 2022
Adversarial Attacks are a Surprisingly Strong Baseline for Poisoning Few-Shot Meta-Learners E. T. Oldewage J. Bronskill Richard E. Turner 16 3 0 23 Nov 2022
Psychophysiology-aided Perceptually Fluent Speech Analysis of Children Who Stutter Y. Xiao Harshit Sharma V. Tumanova Asif Salekin 32 0 0 16 Nov 2022
HMOE: Hypernetwork-based Mixture of Experts for Domain Generalization Jingang Qu T. Faney Zehao Wang Patrick Gallinari Soleiman Yousef J. D. Hemptinne OOD 21 7 0 15 Nov 2022
Implicit Graphon Neural Representation Xinyue Xia Gal Mishne Yusu Wang GNN AI4CE 34 4 0 07 Nov 2022
Learning-based Inverse Rendering of Complex Indoor Scenes with Differentiable Monte Carlo Raytracing Jingsen Zhu Fujun Luan Yuchi Huo Zihao Lin Zhihua Zhong Dianbing Xi Jiaxiang Zheng Rui Tang Hujun Bao Rui Wang 3DV 29 47 0 06 Nov 2022
HyperSound: Generating Implicit Neural Representations of Audio Signals with Hypernetworks Filip Szatkowski Karol J. Piczak P. Spurek Jacek Tabor Tomasz Trzciñski 23 12 0 03 Nov 2022
FedTP: Federated Learning by Transformer Personalization Hongxia Li Zhongyi Cai Jingya Wang Jiangnan Tang Weiping Ding Chin-Teng Lin Ye-ling Shi FedML 32 59 0 03 Nov 2022
Modelling black-box audio effects with time-varying feature modulation Marco Comunità C. Steinmetz Huy Phan Joshua D. Reiss 41 14 0 01 Nov 2022
ProbNeRF: Uncertainty-Aware Inference of 3D Shapes from 2D Images Matthew D. Hoffman T. Le Pavel Sountsov Christopher Suter Ben Lee Vikash K. Mansinghka Rif A. Saurous BDL 29 12 0 27 Oct 2022
Functional Indirection Neural Estimator for Better Out-of-distribution Generalization K. Pham Hung Le Man Ngo T. Tran OODD 30 1 0 23 Oct 2022
Boosting Natural Language Generation from Instructions with Meta-Learning Budhaditya Deb Guoqing Zheng Ahmed Hassan Awadallah 24 13 0 20 Oct 2022
Hypernetworks in Meta-Reinforcement Learning Jacob Beck Matthew Jackson Risto Vuorio Shimon Whiteson OffRL 21 30 0 20 Oct 2022
Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models Nikolaos Dimitriadis P. Frossard Franccois Fleuret 16 25 0 18 Oct 2022
NOCaL: Calibration-Free Semi-Supervised Learning of Odometry and Camera Intrinsics Ryan-Rhys Griffiths J. Naylor D. Dansereau 25 1 0 14 Oct 2022
Multi-Object Navigation with dynamically learned neural implicit representations Pierre Marza L. Matignon Olivier Simonin Christian Wolf 27 23 0 11 Oct 2022
Multi-Modal Fusion by Meta-Initialization Matthew Jackson Shreshth A. Malik Michael T. Matthews Yousuf Mohamed-Ahmed 26 0 0 10 Oct 2022
OCD: Learning to Overfit with Conditional Diffusion Models Shahar Lutati Lior Wolf DiffM 20 8 0 02 Oct 2022
Parameter-varying neural ordinary differential equations with partition-of-unity networks Kookjin Lee N. Trask 22 2 0 01 Oct 2022
HyperHawkes: Hypernetwork based Neural Temporal Point Process Manisha Dubey P. K. Srijith M. Desarkar AI4TS 115 1 0 01 Oct 2022
Efficiently Learning Small Policies for Locomotion and Manipulation Shashank Hegde Gaurav Sukhatme 22 3 0 30 Sep 2022
Stop Wasting My Time! Saving Days of ImageNet and BERT Training with Latest Weight Averaging Jean Kaddour MoMe 3DH 19 39 0 29 Sep 2022
SymmNeRF: Learning to Explore Symmetry Prior for Single-View View Synthesis Xingyi Li Chaoyi Hong Yiran Wang Z. Cao Ke Xian Guosheng Lin 29 18 0 29 Sep 2022
Frame Interpolation for Dynamic Scenes with Implicit Flow Encoding Pedro Figueiredo Avinash Paliwal N. Kalantari 34 6 0 27 Sep 2022
Unsupervisedly Prompting AlphaFold2 for Few-Shot Learning of Accurate Folding Landscape and Protein Structure Prediction Jun Zhang Sirui Liu Mengyun Chen Haotian Chu Min Wang ... Y. Yang Boxin Xue Lijiang Yang Yuan Liu Y. Gao 20 5 0 20 Aug 2022
Text-to-Image Generation via Implicit Visual Guidance and Hypernetwork Xin Yuan Zhe-nan Lin Jason Kuen Jianming Zhang John Collomosse 27 5 0 17 Aug 2022
Open Long-Tailed Recognition in a Dynamic World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu VLM 31 18 0 17 Aug 2022
HyperNST: Hyper-Networks for Neural Style Transfer Dan Ruta Andrew Gilbert Saeid Motiian Baldo Faieta Zhe-nan Lin John Collomosse 27 7 0 09 Aug 2022
Transformers as Meta-Learners for Implicit Neural Representations Yinbo Chen Xiaolong Wang AI4CE 24 60 0 04 Aug 2022
Neural Implicit Dictionary via Mixture-of-Expert Training Peihao Wang Zhiwen Fan Tianlong Chen Zhangyang Wang 22 12 0 08 Jul 2022
Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems Jiajia Guo Chao-Kai Wen Shi Jin Geoffrey Ye Li 31 146 0 29 Jun 2022
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration Neel Dey Jo Schlemper S. Salehi Bo Zhou Guido Gerig M. Sofka MedIm 25 16 0 27 Jun 2022
On Efficient Real-Time Semantic Segmentation: A Survey Christopher J. Holder Muhammad Shafique SSeg 18 20 0 17 Jun 2022
Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inference Jiechen Chen N. Skatchkovsky Osvaldo Simeone 29 36 0 13 Jun 2022
NOMAD: Nonlinear Manifold Decoders for Operator Learning Jacob H. Seidman Georgios Kissas P. Perdikaris George J. Pappas AI4CE 29 68 0 07 Jun 2022
Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules Kazuki Irie Francesco Faccio Jürgen Schmidhuber AI4TS 33 11 0 03 Jun 2022
Points2NeRF: Generating Neural Radiance Fields from 3D point cloud D. Zimny Joanna Waczyñska Tomasz Trzciñski P. Spurek 32 18 0 02 Jun 2022
Continual learning on 3D point clouds with random compressed rehearsal M. Zamorski Michal Stypulkowski Konrad Karanowski Tomasz Trzciñski Maciej Ziȩba 3DPC 19 9 0 16 May 2022
Learn2Weight: Parameter Adaptation against Similar-domain Adversarial Attacks Siddhartha Datta AAML 32 4 0 15 May 2022
Fast Conditional Network Compression Using Bayesian HyperNetworks Phuoc Nguyen T. Tran Ky Le Sunil R. Gupta Santu Rana Dang Nguyen Trong Nguyen S. Ryan Svetha Venkatesh BDL 30 6 0 13 May 2022
Layer-wised Model Aggregation for Personalized Federated Learning Xiaosong Ma Jie M. Zhang Song Guo Wenchao Xu FedML 22 170 0 09 May 2022
HyperNCA: Growing Developmental Networks with Neural Cellular Automata Elias Najarro Shyam Sudhakaran Claire Glanois S. Risi 24 12 0 25 Apr 2022
Learning Theory of Mind via Dynamic Traits Attribution D. Nguyen Phuoc Nguyen Hung Le Kien Do Svetha Venkatesh T. Tran 12 5 0 17 Apr 2022
PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models Rabeeh Karimi Mahabadi Luke Zettlemoyer James Henderson Marzieh Saeidi Lambert Mathias Ves Stoyanov Majid Yazdani VLM 31 69 0 03 Apr 2022