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KNN-Diffusion: Image Generation via Large-Scale Retrieval
v1v2 (latest)

KNN-Diffusion: Image Generation via Large-Scale Retrieval

International Conference on Learning Representations (ICLR), 2022
6 April 2022
Shelly Sheynin
Oron Ashual
Adam Polyak
Uriel Singer
Oran Gafni
Eliya Nachmani
Yaniv Taigman
    VLMSyDaDiffM
ArXiv (abs)PDFHTML

Papers citing "KNN-Diffusion: Image Generation via Large-Scale Retrieval"

50 / 116 papers shown
Training-Free Diffusion Priors for Text-to-Image Generation via Optimization-based Visual Inversion
Training-Free Diffusion Priors for Text-to-Image Generation via Optimization-based Visual Inversion
Samuele DellÉrba
Andrew D. Bagdanov
221
0
0
25 Nov 2025
Learning Plug-and-play Memory for Guiding Video Diffusion Models
Learning Plug-and-play Memory for Guiding Video Diffusion Models
Selena Song
Ziming Xu
Zijun Zhang
Kun Zhou
Jiaxian Guo
Lianhui Qin
Biwei Huang
VGen
338
1
0
24 Nov 2025
Align & Invert: Solving Inverse Problems with Diffusion and Flow-based Models via Representation Alignment
Align & Invert: Solving Inverse Problems with Diffusion and Flow-based Models via Representation Alignment
Loukas Sfountouris
Giannis Daras
Paris Giampouras
DiffM
183
0
0
21 Nov 2025
AudioRAG+: Feedback-driven Retrieval-augmented Audio Generation with Large Audio Language Models
AudioRAG+: Feedback-driven Retrieval-augmented Audio Generation with Large Audio Language Models
Junqi Zhao
Chenxing Li
Jinzheng Zhao
Rilin Chen
Dong Yu
Mark D. Plumbley
Wenwu Wang
197
0
0
02 Nov 2025
ImageSentinel: Protecting Visual Datasets from Unauthorized Retrieval-Augmented Image Generation
ImageSentinel: Protecting Visual Datasets from Unauthorized Retrieval-Augmented Image Generation
Ziyuan Luo
Yangyi Zhao
Ka Chun Cheung
Simon See
Renjie Wan
187
3
0
14 Oct 2025
Attribution-by-design: Ensuring Inference-Time Provenance in Generative Music Systems
Attribution-by-design: Ensuring Inference-Time Provenance in Generative Music Systems
Fabio Morreale
Wiebke Hutiri
Joan Serrà
Alice Xiang
Yuki Mitsufuji
203
0
0
09 Oct 2025
Unified Multi-Modal Interactive & Reactive 3D Motion Generation via Rectified Flow
Unified Multi-Modal Interactive & Reactive 3D Motion Generation via Rectified Flow
Prerit Gupta
Shourya Verma
Ananth Grama
Aniket Bera
274
4
0
28 Sep 2025
DreamAudio: Customized Text-to-Audio Generation with Diffusion Models
DreamAudio: Customized Text-to-Audio Generation with Diffusion Models
Yi Yuan
Xubo Liu
Haohe Liu
Xiyuan Kang
Zhuo Chen
Yuping Wang
Mark D. Plumbley
Wenwu Wang
189
2
0
07 Sep 2025
MV-RAG: Retrieval Augmented Multiview Diffusion
MV-RAG: Retrieval Augmented Multiview Diffusion
Yosef Dayani
Omer Benishu
Sagie Benaim
214
0
0
22 Aug 2025
TRAIL: Joint Inference and Refinement of Knowledge Graphs with Large Language Models
TRAIL: Joint Inference and Refinement of Knowledge Graphs with Large Language Models
Xinkui Zhao
Haode Li
Yifan Zhang
Guanjie Cheng
Yueshen Xu
KELMLRM
139
1
0
06 Aug 2025
Benefit from Reference: Retrieval-Augmented Cross-modal Point Cloud Completion
Benefit from Reference: Retrieval-Augmented Cross-modal Point Cloud Completion
Hongye Hou
Liu Zhan
Yang Yang
3DPC
282
1
0
19 Jul 2025
Retrieval Augmented Comic Image Generation
Retrieval Augmented Comic Image Generation
Yunhao Shui
Xuekuan Wang
Feng Qiu
Yuqiu Huang
Jinzhu Li
...
Jinru Han
Zhuo Zeng
Pengpeng Zhang
Jiarui Han
K. Sun
205
0
0
14 Jun 2025
Highly Compressed Tokenizer Can Generate Without Training
Lukas Lao Beyer
T. Li
X. Chen
S. Karaman
K. He
DiffMVLM
278
11
0
09 Jun 2025
LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation
LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation
Yuxuan Wu
Le Wang
Sanping Zhou
Mengnan Liu
Gang Hua
Haoxiang Li
DiffM
303
3
0
03 Jun 2025
VisRet: Visualization Improves Knowledge-Intensive Text-to-Image Retrieval
VisRet: Visualization Improves Knowledge-Intensive Text-to-Image Retrieval
Di Wu
Yixin Wan
Kai-Wei Chang
369
1
0
26 May 2025
RAGME: Retrieval Augmented Video Generation for Enhanced Motion Realism
RAGME: Retrieval Augmented Video Generation for Enhanced Motion RealismInternational Conference on Multimedia Retrieval (ICMR), 2025
E. Peruzzo
Dejia Xu
Xingqian Xu
Humphrey Shi
Andrii Zadaianchuk
DiffMVGen
416
4
0
09 Apr 2025
RDTF: Resource-efficient Dual-mask Training Framework for Multi-frame Animated Sticker Generation
RDTF: Resource-efficient Dual-mask Training Framework for Multi-frame Animated Sticker Generation
Zhiqiang Yuan
Ting Zhang
Ying Deng
Jiapei Zhang
Yeshuang Zhu
Zexi Jia
Jie Zhou
Jinchao Zhang
VGen
353
2
0
22 Mar 2025
TF-TI2I: Training-Free Text-and-Image-to-Image Generation via Multi-Modal Implicit-Context Learning in Text-to-Image Models
TF-TI2I: Training-Free Text-and-Image-to-Image Generation via Multi-Modal Implicit-Context Learning in Text-to-Image Models
Teng-Fang Hsiao
Bo-Kai Ruan
Yi-Lun Wu
Tzu-Ling Lin
Hong-Han Shuai
VLM
514
5
0
19 Mar 2025
Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection
Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection
Shufan Li
Konstantinos Kallidromitis
Akash Gokul
Arsh Koneru
Yusuke Kato
Kazuki Kozuka
Aditya Grover
VLM
430
27
0
15 Mar 2025
From Architectural Sketch to Conceptual Representation: Using Structure-Aware Diffusion Model to Generate Renderings of School Buildings
From Architectural Sketch to Conceptual Representation: Using Structure-Aware Diffusion Model to Generate Renderings of School BuildingsCAADRIA proceedings (CAADRIA), 2025
Zhengyang Wang
H. Jin
Xusheng Du
Yuxiao Ren
Ye Zhang
H. Xie
DiffM
281
2
0
05 Mar 2025
ILDiff: Generate Transparent Animated Stickers by Implicit Layout Distillation
ILDiff: Generate Transparent Animated Stickers by Implicit Layout Distillation
Ting Zhang
Zhiqiang Yuan
Yeshuang Zhu
Jinchao Zhang
DiffM
405
0
0
31 Dec 2024
Melody-Guided Music Generation
Melody-Guided Music Generation
Shaopeng Wei
Manzhen Wei
Haoyu Wang
Yu Zhao
Gang Kou
MGen
333
0
0
31 Dec 2024
Multimodal Music Generation with Explicit Bridges and Retrieval
  Augmentation
Multimodal Music Generation with Explicit Bridges and Retrieval Augmentation
Baisen Wang
Le Zhuo
Zhaokai Wang
Chenxi Bao
Wu Chengjing
Xuecheng Nie
Jiao Dai
Jizhong Han
Yue Liao
Si Liu
DiffMVGen
301
8
0
12 Dec 2024
ObjectMate: A Recurrence Prior for Object Insertion and Subject-Driven
  Generation
ObjectMate: A Recurrence Prior for Object Insertion and Subject-Driven Generation
Daniel Winter
Asaf Shul
Matan Cohen
Dana Berman
Yael Pritch
Alex Rav-Acha
Yedid Hoshen
DiffM
224
14
0
11 Dec 2024
Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image
  Segmentation
Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image SegmentationEuropean Conference on Computer Vision (ECCV), 2024
Seongsu Ha
Chaeyun Kim
Donghwa Kim
Junho Lee
Sangho Lee
Joonseok Lee
288
7
0
03 Nov 2024
TreeDiffusion: Hierarchical Generative Clustering for Conditional Diffusion
TreeDiffusion: Hierarchical Generative Clustering for Conditional Diffusion
Jorge da Silva Goncalves
Laura Manduchi
Moritz Vandenhirtz
Julia E. Vogt
DiffM
281
0
0
22 Oct 2024
Retrieval Augmented Diffusion Model for Structure-informed Antibody Design and Optimization
Retrieval Augmented Diffusion Model for Structure-informed Antibody Design and OptimizationInternational Conference on Learning Representations (ICLR), 2024
Zichen Wang
Yaokun Ji
Jianing Tian
Shuangjia Zheng
DiffM
816
5
0
19 Oct 2024
Data Extrapolation for Text-to-image Generation on Small Datasets
Data Extrapolation for Text-to-image Generation on Small Datasets
Senmao Ye
Fei Liu
325
1
0
02 Oct 2024
Conditional Image Synthesis with Diffusion Models: A Survey
Conditional Image Synthesis with Diffusion Models: A Survey
Zheyuan Zhan
Defang Chen
Jian-Ping Mei
Zhenghe Zhao
Jiawei Chen
Chun-Yen Chen
Siwei Lyu
Can Wang
VLM
540
26
0
28 Sep 2024
Phidias: A Generative Model for Creating 3D Content from Text, Image,
  and 3D Conditions with Reference-Augmented Diffusion
Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion
Zhenwei Wang
Tengfei Wang
Zexin He
Gerhard Hancke
Ziwei Liu
Rynson W. H. Lau
DiffM
352
22
0
17 Sep 2024
RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal
  Approximate Nearest Neighbor Search
RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor SearchProceedings of the VLDB Endowment (PVLDB), 2024
Meng Chen
Kai Zhang
Zhenying He
Yinan Jing
X. Sean Wang
320
22
0
16 Aug 2024
Learning Feature-Preserving Portrait Editing from Generated Pairs
Learning Feature-Preserving Portrait Editing from Generated Pairs
Bowei Chen
Tiancheng Zhi
Peihao Zhu
Shen Sang
Jing Liu
Linjie Luo
DiffM
293
0
0
29 Jul 2024
VIMI: Grounding Video Generation through Multi-modal Instruction
VIMI: Grounding Video Generation through Multi-modal Instruction
Yuwei Fang
Willi Menapace
Aliaksandr Siarohin
Tsai-Shien Chen
Kuan-Chien Wang
Ivan Skorokhodov
Graham Neubig
Sergey Tulyakov
VGen
404
11
0
08 Jul 2024
Diffusion Models and Representation Learning: A Survey
Diffusion Models and Representation Learning: A Survey
Michael Fuest
Pingchuan Ma
Ming Gui
Johannes S. Fischer
Vincent Tao Hu
Bjorn Ommer
DiffM
378
51
0
30 Jun 2024
Consistency-diversity-realism Pareto fronts of conditional image
  generative models
Consistency-diversity-realism Pareto fronts of conditional image generative models
Pietro Astolfi
Marlene Careil
Melissa Hall
Oscar Manas
Matthew Muckley
Jakob Verbeek
Adriana Romero Soriano
M. Drozdzal
357
38
0
14 Jun 2024
M&M VTO: Multi-Garment Virtual Try-On and Editing
M&M VTO: Multi-Garment Virtual Try-On and EditingComputer Vision and Pattern Recognition (CVPR), 2024
Luyang Zhu
Yingwei Li
Nan Liu
Hao Peng
Dawei Yang
Ira Kemelmacher-Shlizerman
DiffM
266
33
0
06 Jun 2024
What is it for a Machine Learning Model to Have a Capability?
What is it for a Machine Learning Model to Have a Capability?British Journal for the Philosophy of Science (BJPS), 2024
Jacqueline Harding
Nathaniel Sharadin
ELM
287
12
0
14 May 2024
Compositional Text-to-Image Generation with Dense Blob Representations
Compositional Text-to-Image Generation with Dense Blob RepresentationsInternational Conference on Machine Learning (ICML), 2024
Weili Nie
Sifei Liu
Morteza Mardani
Chao Liu
Benjamin Eckart
Arash Vahdat
DiffM
345
43
0
14 May 2024
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language
  Models
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language ModelsKnowledge Discovery and Data Mining (KDD), 2024
Wenqi Fan
Yujuan Ding
Liang-bo Ning
Shijie Wang
Hengyun Li
D. Yin
Tat-Seng Chua
Qing Li
RALM3DV
675
752
0
10 May 2024
Improving Subject-Driven Image Synthesis with Subject-Agnostic Guidance
Improving Subject-Driven Image Synthesis with Subject-Agnostic GuidanceComputer Vision and Pattern Recognition (CVPR), 2024
Kelvin C. K. Chan
Yang Zhao
Xuhui Jia
Ming-Hsuan Yang
Huisheng Wang
287
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0
02 May 2024
RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing
RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing
Yucheng Hu
Yuxing Lu
RALM
523
38
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30 Apr 2024
MuseumMaker: Continual Style Customization without Catastrophic
  Forgetting
MuseumMaker: Continual Style Customization without Catastrophic Forgetting
Chenxi Liu
Gan Sun
Wenqi Liang
Jiahua Dong
Can Qin
Yang Cong
DiffM
343
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25 Apr 2024
kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually
  Expanding Large Vocabularies
kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies
Zhongrui Gui
Shuyang Sun
Runjia Li
Jianhao Yuan
Zhaochong An
Karsten Roth
Christian Schroeder de Witt
Juil Sock
VLMCLL
360
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CPR: Retrieval Augmented Generation for Copyright Protection
CPR: Retrieval Augmented Generation for Copyright Protection
Aditya Golatkar
Alessandro Achille
Luca Zancato
Yu-Xiang Wang
Ashwin Swaminathan
Stefano Soatto
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428
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DP-RDM: Adapting Diffusion Models to Private Domains Without Fine-Tuning
DP-RDM: Adapting Diffusion Models to Private Domains Without Fine-Tuning
Jonathan Lebensold
Maziar Sanjabi
Pietro Astolfi
Adriana Romero Soriano
Kamalika Chaudhuri
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456
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21 Mar 2024
SphereDiffusion: Spherical Geometry-Aware Distortion Resilient Diffusion
  Model
SphereDiffusion: Spherical Geometry-Aware Distortion Resilient Diffusion ModelAAAI Conference on Artificial Intelligence (AAAI), 2024
Tao Wu
Xuewei Li
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Rethinking cluster-conditioned diffusion models
Rethinking cluster-conditioned diffusion models
Tim Kaiser
Nikolas Adaloglou
Félix D. P. Michels
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319
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Retrieval-Augmented Generation for AI-Generated Content: A Survey
Retrieval-Augmented Generation for AI-Generated Content: A Survey
Penghao Zhao
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Nearest Neighbour Score Estimators for Diffusion Generative Models
Nearest Neighbour Score Estimators for Diffusion Generative Models
Matthew Niedoba
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Saeid Naderiparizi
Vasileios Lioutas
J. Lavington
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Ke Zhang
Setareh Dabiri
Adam Scibior
Berend Zwartsenberg
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DiffM
283
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Retrieval-Augmented Score Distillation for Text-to-3D Generation
Retrieval-Augmented Score Distillation for Text-to-3D GenerationInternational Conference on Machine Learning (ICML), 2024
Junyoung Seo
Susung Hong
Wooseok Jang
Ines Hyeonsu Kim
Minseop Kwak
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343
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123
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