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Re-imagine the Negative Prompt Algorithm: Transform 2D Diffusion into 3D, alleviate Janus problem and Beyond

11 April 2023

Mohammadreza Armandpour

Huangjie Zheng

Mingyuan Zhou

Papers citing "Re-imagine the Negative Prompt Algorithm: Transform 2D Diffusion into 3D, alleviate Janus problem and Beyond"

50 / 114 papers shown

Title
Target-Balanced Score Distillation Zhou Xu Q. Wang Y. Yang Luyuan Zhang Zhang Liang Yang Li DiffM 41 0 0 12 Nov 2025
AnchorDS: Anchoring Dynamic Sources for Semantically Consistent Text-to-3D Generation Jiayin Zhu Linlin Yang Yicong Li Angela Yao DiffM 16 0 0 12 Nov 2025
Wonder3D++: Cross-domain Diffusion for High-fidelity 3D Generation from a Single ImageIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Yuxiao Yang Xiao-Xiao Long Zhiyang Dou Cheng Lin Yuan Liu Qingsong Yan Y. Ma Haoqian Wang Zhiqiang Wu Wei Yin 189 0 0 03 Nov 2025
GaussEdit: Adaptive 3D Scene Editing with Text and Image PromptsIEEE Transactions on Visualization and Computer Graphics (TVCG), 2025 Zhenyu Shu Junlong Yu Kai Chao Shiqing Xin Ligang Liu 3DGS 133 3 0 30 Sep 2025
Selective Classifier-free Guidance for Zero-shot Text-to-speech John Zheng Farhad Maleki 68 0 0 24 Sep 2025
Few-step Flow for 3D Generation via Marginal-Data Transport Distillation Zanwei Zhou Taoran Yi Jiemin Fang Chen-Ning Yang Lingxi Xie X. Wang Wei Shen Q. Tian 81 0 0 04 Sep 2025
Dual Orthogonal Guidance for Robust Diffusion-based Handwritten Text Generation Konstantina Nikolaidou George Retsinas Giorgos Sfikas S. Cascianelli Rita Cucchiara Marcus Liwicki DiffM 110 1 0 23 Aug 2025
Structural Energy-Guided Sampling for View-Consistent Text-to-3D Qing Zhang Jinguang Tong Jie Hong Jing Zhang Xuesong Li DiffM 3DGS 100 0 0 23 Aug 2025
DMS:Diffusion-Based Multi-Baseline Stereo Generation for Improving Self-Supervised Depth Estimation Zihua Liu Yizhou Li Songyan Zhang Masatoshi Okutomi DiffM MDE 103 2 0 18 Aug 2025
SegmentDreamer: Towards High-fidelity Text-to-3D Synthesis with Segmented Consistency Trajectory Distillation Jiahao Zhu Zixuan Chen Guangcong Wang Xiaohua Xie Yi Zhou 3DGS 154 0 0 07 Jul 2025
Dive3D: Diverse Distillation-based Text-to-3D Generation via Score Implicit Matching Weimin Bai Yubo Li Wenzheng Chen Weijian Luo H. Sun 193 0 0 16 Jun 2025
Synthetic History: Evaluating Visual Representations of the Past in Diffusion Models Maria-Teresa De Rosa Palmini Eva Cetinic 129 0 0 18 May 2025
MeshGen: Generating PBR Textured Mesh with Render-Enhanced Auto-Encoder and Generative Data AugmentationComputer Vision and Pattern Recognition (CVPR), 2025 Zilong Chen Yikai Wang Wenqiang Sun Feng Wang Yiwen Chen Huaping Liu 247 3 0 07 May 2025
CoherenDream: Boosting Holistic Text Coherence in 3D Generation via Multimodal Large Language Models Feedback Chenhan Jiang Yihan Zeng Hang Xu 300 0 0 28 Apr 2025
Towards Generalized and Training-Free Text-Guided Semantic Manipulation Yu Hong Xiao Cai Pengpeng Zeng Shuai Zhang Jingkuan Song Lianli Gao Jikang Cheng DiffM 196 0 0 24 Apr 2025
POET: Supporting Prompting Creativity and Personalization with Automated Expansion of Text-to-Image GenerationACM Symposium on User Interface Software and Technology (UIST), 2025 Evans Xu Han Alice Qian Zhang Haiyi Zhu Haiyi Zhu Paul Pu Liang Jane Hsieh 311 1 0 18 Apr 2025
Progressive Rendering Distillation: Adapting Stable Diffusion for Instant Text-to-Mesh Generation without 3D DataComputer Vision and Pattern Recognition (CVPR), 2025 Zhiyuan Ma Xinyue Liang Rongyuan Wu Xiangyu Zhu Zhen Lei Lei Zhang 259 2 0 27 Mar 2025
Text-to-3D Generation by 2D Editing Haoran Li Yuli Tian Yonghui Wang Yong Liao Lin Wang Yuyang Wang P. Zhou DiffM 3DGS 190 1 0 13 Mar 2025
RewardSDS: Aligning Score Distillation via Reward-Weighted Sampling Itay Chachy Guy Yariv Sagie Benaim 957 3 0 12 Mar 2025
Text2VDM: Text to Vector Displacement Maps for Expressive and Interactive 3D Sculpting Hengyu Meng D. B. Wang Zhijing Shao Ligang Liu Zhaoxiang Wang 297 2 0 27 Feb 2025
Can Large Vision-Language Models Detect Images Copyright Infringement from GenAI? Qipan Xu Liang Luo Xiaoxiao He Ligong Han Ruixiang Tang 166 5 0 23 Feb 2025
StyleSSP: Sampling StartPoint Enhancement for Training-free Diffusion-based Method for Style TransferComputer Vision and Pattern Recognition (CVPR), 2025 Ruojun Xu Weijie Xi Xiaodi Wang Yongbo Mao Zach Cheng DiffM 292 6 0 20 Jan 2025
Hyper-3DG: Text-to-3D Gaussian Generation via HypergraphInternational Journal of Computer Vision (IJCV), 2024 Donglin Di Jiahui Yang Chaofan Luo Zhou Xue Wei Chen Xun Yang Yue Gao 3DGS 263 16 0 10 Jan 2025
Taming Feed-forward Reconstruction Models as Latent Encoders for 3D Generative Models Suttisak Wizadwongsa Jinfan Zhou Edward Li Jeong Joon Park 3DV 251 2 0 31 Dec 2024
Birth and Death of a RoseComputer Vision and Pattern Recognition (CVPR), 2024 Chen Geng Yunzhi Zhang Shangzhe Wu Jiajun Wu AI4CE 317 2 0 06 Dec 2024
Supercharged One-step Text-to-Image Diffusion Models with Negative Prompts Viet-Anh Nguyen A. Nguyen T. Dao K. Nguyen Cuong Pham Toan M. Tran Anh Tran DiffM 388 3 0 03 Dec 2024
Spatiotemporal Skip Guidance for Enhanced Video Diffusion SamplingComputer Vision and Pattern Recognition (CVPR), 2024 J. Hyung Kinam Kim Susung Hong M. Kim Jaegul Choo VGen 258 13 0 27 Nov 2024
Contrastive CFG: Improving CFG in Diffusion Models by Contrasting Positive and Negative Concepts J. Chang Hyungjin Chung Jong Chul Ye FaML DiffM 256 2 0 26 Nov 2024
Direct and Explicit 3D Generation from a Single ImageInternational Conference on 3D Vision (3DV), 2024 Haoyu Wu Meher Gitika Karumuri Chuhang Zou Seungbae Bang Yuelong Li Dimitris Samaras Sunil Hadap 3DGS MDE 3DV 286 5 0 17 Nov 2024
TexPro: Text-guided PBR Texturing with Procedural Material ModelingComputational Visual Media (CVM), 2024 Ziqiang Dang Wenqi Dong Zesong Yang Bangbang Yang Liang Li Yuewen Ma Zhaopeng Cui DiffM 252 4 0 21 Oct 2024
Dynamic Negative Guidance of Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2024 Felix Koulischer Johannes Deleu G. Raya T. Demeester L. Ambrogioni DiffM 444 17 0 18 Oct 2024
TV-3DG: Mastering Text-to-3D Customized Generation with Visual PromptIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Jiahui Yang Donglin Di Baorui Ma Xun Yang Yongjia Ma ... Wei Chen Jianxun Cui Zhou Xue Meng Wang Yebin Liu DiffM 188 4 0 16 Oct 2024
Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2024 Seyedmorteza Sadat Otmar Hilliges Romann M. Weber DiffM 283 41 0 03 Oct 2024
DreamMapping: High-Fidelity Text-to-3D Generation via Variational Distribution Mapping Zeyu Cai D. B. Wang Yixun Liang Zhijing Shao Ying-Cong Chen Xiaohang Zhan Zhaoxiang Wang DiffM 3DGS 338 3 0 08 Sep 2024
MeshUp: Multi-Target Mesh Deformation via Blended Score DistillationInternational Conference on 3D Vision (3DV), 2024 Hyunwoo Kim Itai Lang Noam Aigerman Thibault Groueix Vladimir G. Kim Rana Hanocka AI4CE 295 12 0 27 Aug 2024
FlowDreamer: exploring high fidelity text-to-3D generation via rectified flow Hangyu Li Xiangxiang Chu Dingyuan Shi Lin Wang 231 1 0 09 Aug 2024
Towards Reliable Advertising Image Generation Using Human FeedbackEuropean Conference on Computer Vision (ECCV), 2024 Thorben Werner Wei Feng Haohan Wang Yaoyu Li Jingsen Wang ... Ilia Koloiarov Junsheng Jin Lars Schmidt-Thieme Zhangang Lin Jingping Shao 284 6 0 01 Aug 2024
DreamCar: Leveraging Car-specific Prior for in-the-wild 3D Car Reconstruction Xiaobiao Du Haiyang Sun Jiaying Ying Tianqing Zhu Xin Yu 180 5 0 24 Jul 2024
Connecting Consistency Distillation to Score Distillation for Text-to-3D Generation Zong-Han Li Minghui Hu Qian Zheng Xudong Jiang DiffM 149 16 0 18 Jul 2024
VividDreamer: Invariant Score Distillation For Hyper-Realistic Text-to-3D Generation Wenjie Zhuo Fan Ma Hehe Fan Yi Yang DiffM 182 13 0 13 Jul 2024
ScaleDreamer: Scalable Text-to-3D Synthesis with Asynchronous Score Distillation Zhiyuan Ma Yuxiang Wei Yabin Zhang Xiangyu Zhu Zhen Lei Lei Zhang DiffM 228 27 0 02 Jul 2024
GaussianDreamerPro: Text to Manipulable 3D Gaussians with Highly Enhanced Quality Taoran Yi Jiemin Fang Zanwei Zhou Junjie Wang Guanjun Wu Lingxi Xie Xiaopeng Zhang Wenyu Liu Xinggang Wang Qi Tian 3DGS 249 20 0 26 Jun 2024
YouDream: Generating Anatomically Controllable Consistent Text-to-3D Animals Sandeep Mishra Oindrila Saha A. Bovik 170 0 0 24 Jun 2024
VividDreamer: Towards High-Fidelity and Efficient Text-to-3D Generation Zixuan Chen Ruijie Su Jiahao Zhu Lingxiao Yang Jian-Huang Lai Xiaohua Xie DiffM 147 2 0 21 Jun 2024
Vid3D: Synthesis of Dynamic 3D Scenes using 2D Video Diffusion Rishab Parthasarathy Zachary Ankner Aaron Gokaslan DiffM VGen 211 1 0 17 Jun 2024
OrientDream: Streamlining Text-to-3D Generation with Explicit Orientation Control Yuzhong Huang Zhong Li Zhang Chen Zhiyuan Ren Guosheng Lin Fred Morstatter Yi Tian Xu 253 2 0 14 Jun 2024
C3DAG: Controlled 3D Animal Generation using 3D pose guidance Sandeep Mishra Oindrila Saha A. Bovik 180 0 0 11 Jun 2024
DIRECT-3D: Learning Direct Text-to-3D Generation on Massive Noisy 3D DataComputer Vision and Pattern Recognition (CVPR), 2024 Qihao Liu Yi Zhang Song Bai Adam Kortylewski Alan Yuille 220 17 0 06 Jun 2024
Understanding the Impact of Negative Prompts: When and How Do They Take Effect? Yuanhao Ban Ruochen Wang Tianyi Zhou Minhao Cheng Boqing Gong Cho-Jui Hsieh 270 35 0 05 Jun 2024
TetSphere Splatting: Representing High-Quality Geometry with Lagrangian Volumetric Meshes Minghao Guo Bohan Wang Kaiming He Wojciech Matusik 3DGS 378 16 0 30 May 2024