HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion

29 March 2023

Matthias Nießner

Papers citing "HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion"

50 / 115 papers shown

Title
Boosting 3D Liver Shape Datasets with Diffusion Models and Implicit Neural Representations K. T. Nguyen Francesca Tozzi W. Willaert J. Vankerschaver Nikdokht Rashidian W. D. Neve DiffM MedIm 62 0 0 28 Apr 2025
OctGPT: Octree-based Multiscale Autoregressive Models for 3D Shape Generation Si-Tong Wei Rui-Huan Wang Chuan-Zhi Zhou Baoquan Chen Peng-Shuai Wang 29 0 0 14 Apr 2025
ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion Rana Muhammad Shahroz Khan Dongwen Tang Pingzhi Li Kai Wang Tianlong Chen AI4CE 42 0 0 31 Mar 2025
DreamTexture: Shape from Virtual Texture with Analysis by Augmentation Ananta R. Bhattarai Xingzhe He Alla Sheffer Helge Rhodin DiffM MDE 62 0 0 20 Mar 2025
LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding A. Kazerouni Soroush Mehraban Michael Brudno Babak Taati 38 0 0 19 Mar 2025
Recursive Self-Similarity in Deep Weight Spaces of Neural Architectures: A Fractal and Coarse Geometry Perspective A. Moharil I. Kumara Damian Tamburri Majid Mohammadi Willem-jan Van Den Heuvel 50 0 0 18 Mar 2025
Advances in 4D Generation: A Survey Qiaowei Miao Kehan Li Jinsheng Quan Zhiyuan Min Shaojie Ma Yichao Xu Yi Yang Yawei Luo 51 0 0 18 Mar 2025
Make Optimization Once and for All with Fine-grained Guidance Mingjia Shi Ruihan Lin Xuxi Chen Yuhao Zhou Zezhen Ding ... Tong Wang Kai Wang Zhangyang Wang J. Zhang Tianlong Chen 43 1 0 14 Mar 2025
Direct Flow Simulations with Implicit Neural Representation of Complex Geometry Samundra Karki Mehdi Shadkah Cheng-Hau Yang Aditya Balu Guglielmo Scovazzi Adarsh Krishnamurthy Baskar Ganapathysubramanian AI4CE 61 0 0 13 Mar 2025
Charting and Navigating Hugging Face's Model Atlas Eliahu Horwitz Nitzan Kurer Jonathan Kahana Liel Amar Yedid Hoshen 31 0 0 13 Mar 2025
TR-DQ: Time-Rotation Diffusion Quantization Yihua Shao Deyang Lin Fanhu Zeng Minxi Yan M. Zhang ... Haozhe Wang J. Guo Yan Wang Haotong Qin Hao Tang MQ DiffM 72 1 0 09 Mar 2025
Geometric Neural Process Fields Wenzhe Yin Zehao Xiao Jiayi Shen Yunlu Chen Cees G. M. Snoek J. Sonke E. Gavves AI4CE 36 0 0 04 Feb 2025
Score-based 3D molecule generation with neural fields Matthieu Kirchmeyer Pedro H. O. Pinheiro Saeed Saremi DiffM 43 0 0 15 Jan 2025
Neural Network Diffusion Kaili Wang Dongwen Tang Boya Zeng Yida Yin Zhaopan Xu Yukun Zhou Zelin Zang Trevor Darrell Zhuang Liu Yang You DiffM 35 5 0 03 Jan 2025
HyperNet Fields: Efficiently Training Hypernetworks without Ground Truth by Learning Weight Trajectories Eric Hedlin Munawar Hayat Fatih Porikli Kwang Moo Yi Shweta Mahajan 3DH 64 0 0 22 Dec 2024
GANFusion: Feed-Forward Text-to-3D with Diffusion in GAN Space Souhaib Attaiki Paul Guerrero Duygu Ceylan Niloy J. Mitra M. Ovsjanikov 75 0 0 21 Dec 2024
Diffusion priors for Bayesian 3D reconstruction from incomplete measurements Julian L. Möbius Michael Habeck DiffM 72 0 0 19 Dec 2024
Level-Set Parameters: Novel Representation for 3D Shape Analysis Huan Lei Hongdong Li Andreas Geiger Anthony Dick 64 0 0 18 Dec 2024
A LoRA is Worth a Thousand Pictures Chenxi Liu Towaki Takikawa Alec Jacobson DiffM OffRL 70 0 0 16 Dec 2024
MeshArt: Generating Articulated Meshes with Structure-guided Transformers Daoyi Gao Yawar Siddiqui Lei Li Angela Dai 117 3 0 16 Dec 2024
StyleDiT: A Unified Framework for Diverse Child and Partner Faces Synthesis with Style Latent Diffusion Transformer Pin-Yen Chiu Dai-Jie Wu Po-Hsun Chu Chia-Hsuan Hsu Hsiang-Chen Chiu Chih-Yu Wang Jun-Cheng Chen DiffM 89 0 0 14 Dec 2024
ArtFormer: Controllable Generation of Diverse 3D Articulated Objects Jiayi Su Youhe Feng Zheng Li Jinhua Song Yangfan He Botao Ren Botian Xu AI4CE 84 2 0 10 Dec 2024
SceneFactor: Factored Latent 3D Diffusion for Controllable 3D Scene Generation Alexey Bokhovkin Quan Meng Shubham Tulsiani Angela Dai DiffM 72 5 0 02 Dec 2024
Learning to Forget using Hypernetworks Jose Miguel Lara Rangel Stefan Schoepf Jack Foster David M. Krueger Usman Anwar MU 75 1 0 01 Dec 2024
RECAST: Reparameterized, Compact weight Adaptation for Sequential Tasks Nazia Tasnim Bryan A. Plummer CLL OffRL 72 0 0 25 Nov 2024
NeuMaDiff: Neural Material Synthesis via Hyperdiffusion Chenliang Zhou Zheyuan Hu Alejandro Sztrajman Yancheng Cai Yaru Liu Cengiz Oztirel 64 0 0 18 Nov 2024
Direct and Explicit 3D Generation from a Single Image Haoyu Wu Meher Gitika Karumuri Chuhang Zou Seungbae Bang Yuelong Li Dimitris Samaras Sunil Hadap 3DGS MDE 3DV 27 0 0 17 Nov 2024
Fused-Planes: Improving Planar Representations for Learning Large Sets of 3D Scenes Karim Kassab Antoine Schnepf Jean-Yves Franceschi Laurent Caraffa Flavian Vasile Jeremie Mary Andrew Comport Valérie Gouet-Brunet 37 1 0 31 Oct 2024
3D Shape Completion with Test-Time Training Michael Schopf-Kuester Zorah Lähner Michael Moeller 16 0 0 24 Oct 2024
Local and Global Decoding in Text Generation Daniel Gareev Thomas Hofmann Ezhilmathi Krishnasamy Tiago Pimentel 26 3 0 14 Oct 2024
Enhancing Single Image to 3D Generation using Gaussian Splatting and Hybrid Diffusion Priors Hritam Basak Hadi Tabatabaee Shreekant Gayaka Ming-feng Li Xin Yang Cheng-Hao Kuo Arnie Sen Min Sun Zhaozheng Yin 3DGS 33 0 0 12 Oct 2024
Diffusing to the Top: Boost Graph Neural Networks with Minimal Hyperparameter Tuning Lequan Lin Dai Shi Andi Han Zhiyong Wang Junbin Gao 16 0 0 08 Oct 2024
Toward General Object-level Mapping from Sparse Views with 3D Diffusion Priors Ziwei Liao Binbin Xu Steven L. Waslander DiffM 20 3 0 07 Oct 2024
LaGeM: A Large Geometry Model for 3D Representation Learning and Diffusion Biao Zhang Peter Wonka AI4CE 3DV DiffM 20 4 0 02 Oct 2024
Flex3D: Feed-Forward 3D Generation With Flexible Reconstruction Model And Input View Curation Junlin Han Jianyuan Wang Andrea Vedaldi Philip Torr Filippos Kokkinos 26 4 0 01 Oct 2024
Occupancy-Based Dual Contouring Jisung Hwang Minhyuk Sung 29 0 0 20 Sep 2024
Monomial Matrix Group Equivariant Neural Functional Networks Hoang V. Tran Thieu N. Vo Tho H. Tran An T. Nguyen Tan M. Nguyen 43 5 0 18 Sep 2024
LT3SD: Latent Trees for 3D Scene Diffusion Quan Meng Lei Li Matthias Nießner Angela Dai 91 10 0 12 Sep 2024
pFedGPA: Diffusion-based Generative Parameter Aggregation for Personalized Federated Learning Jiahao Lai J. Li Jian Xu Yanru Wu Boshi Tang Siqi Chen Yongfeng Huang Wenbo Ding Yang Li FedML 68 0 0 09 Sep 2024
OctFusion: Octree-based Diffusion Models for 3D Shape Generation Bojun Xiong Si-Tong Wei Xin-Yang Zheng Yan-Pei Cao Zhouhui Lian Peng-Shuai Wang 25 9 0 27 Aug 2024
DiffLoRA: Generating Personalized Low-Rank Adaptation Weights with Diffusion Yujia Wu Yiming Shi Jiwei Wei Chengwei Sun Yuyang Zhou Yang Yang Heng Tao Shen 23 0 0 13 Aug 2024
Conditional LoRA Parameter Generation Aaron Mueller Millicent Li Koyena Pal Wangbo Zhao Yukun Zhou Jiuding Sun Yonatan Belinkov DiffM 25 3 0 02 Aug 2024
Not All Noises Are Created Equally:Diffusion Noise Selection and Optimization Zipeng Qi Lichen Bai Haoyi Xiong Zeke Xie DiffM 30 17 0 19 Jul 2024
GenRC: Generative 3D Room Completion from Sparse Image Collections Ming-feng Li Yueh-Feng Ku Hong-Xuan Yen Chi Liu Yu-Lun Liu Albert Y. C. Chen Cheng-Hao Kuo Min Sun 3DV VGen 31 4 0 17 Jul 2024
Generating 3D House Wireframes with Semantics Xueqi Ma Yilin Liu Wenjun Zhou Ruowei Wang Hui Huang 3DV 21 0 0 17 Jul 2024
Implicit-Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D Scenes Qi Ma Danda Pani Paudel E. Konukoglu Luc Van Gool 28 6 0 25 Jun 2024
Interpreting the Weight Space of Customized Diffusion Models Amil Dravid Yossi Gandelsman Kuan-Chieh Jackson Wang Rameen Abdal Gordon Wetzstein Alexei A. Efros Kfir Aberman 31 9 0 13 Jun 2024
C3DAG: Controlled 3D Animal Generation using 3D pose guidance Sandeep Mishra Oindrila Saha A. Bovik 27 0 0 11 Jun 2024
DIRECT-3D: Learning Direct Text-to-3D Generation on Massive Noisy 3D Data Qihao Liu Yi Zhang Song Bai Adam Kortylewski Alan Yuille 34 9 0 06 Jun 2024
4Diffusion: Multi-view Video Diffusion Model for 4D Generation Haiyu Zhang Xinyuan Chen Yaohui Wang Xihui Liu Yunhong Wang Yu Qiao VGen 64 27 0 31 May 2024