Hierarchical Text-Conditional Image Generation with CLIP Latents

13 April 2022

Papers citing "Hierarchical Text-Conditional Image Generation with CLIP Latents"

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Title
Enhancing MMDiT-Based Text-to-Image Models for Similar Subject Generation Tianyi Wei Dongdong Chen Yifan Zhou Xingang Pan EGVM 90 2 0 27 Nov 2024
Diffusion Autoencoders for Few-shot Image Generation in Hyperbolic Space Lingxiao Li Kaixuan Fan Boqing Gong Xiangyu Yue DiffM 75 0 0 27 Nov 2024
Pan-protein Design Learning Enables Task-adaptive Generalization for Low-resource Enzyme Design Jiangbin Zheng Ge Wang Han Zhang Stan Z. Li 68 0 0 26 Nov 2024
Reward Incremental Learning in Text-to-Image Generation Maorong Wang Jiafeng Mao Xueting Wang Toshihiko Yamasaki EGVM 103 0 0 26 Nov 2024
Relations, Negations, and Numbers: Looking for Logic in Generative Text-to-Image Models C. Conwell Rupert Tawiah-Quashie T. Ullman 74 2 0 26 Nov 2024
Noise Diffusion for Enhancing Semantic Faithfulness in Text-to-Image Synthesis Boming Miao C. Li Xiaobei Wang Andi Zhang Rui Sun Zizhe Wang Yao Zhu DiffM 81 0 0 25 Nov 2024
Characterized Diffusion Networks for Enhanced Autonomous Driving Trajectory Prediction Haoming Li 79 0 0 25 Nov 2024
Privacy Protection in Personalized Diffusion Models via Targeted Cross-Attention Adversarial Attack Xide Xu Muhammad Atif Butt Sandesh Kamath Bogdan Raducanu DiffM AAML 86 1 0 25 Nov 2024
SMGDiff: Soccer Motion Generation using diffusion probabilistic models Hongdi Yang Chengyang Li Zhenxuan Wu Gaozheng Li Jingya Wang Jingyi Yu Zhuo Su Lan Xu DiffM VGen 80 1 0 25 Nov 2024
In-Context Experience Replay Facilitates Safety Red-Teaming of Text-to-Image Diffusion Models Zhi-Yi Chin Kuan-Chen Mu Mario Fritz Pin-Yu Chen DiffM 90 0 0 25 Nov 2024
Imagine and Seek: Improving Composed Image Retrieval with an Imagined Proxy Y. Li Fan Ma Yi Yang 143 2 0 24 Nov 2024
AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks Y. Li Fan Ma Yi Yang DiffM 154 2 0 24 Nov 2024
Fixing the Perspective: A Critical Examination of Zero-1-to-3 Jack Yu Xueying Jia Charlie Sun Prince Wang DiffM 76 0 0 24 Nov 2024
AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea Qifan Yu Wei Chow Zhongqi Yue Kaihang Pan Yang Wu Xiaoyang Wan Juncheng Billy Li Siliang Tang Hao Zhang Yueting Zhuang DiffM 110 17 0 24 Nov 2024
Gaussian Scenes: Pose-Free Sparse-View Scene Reconstruction using Depth-Enhanced Diffusion Priors Soumava Paul Prakhar Kaushik Alan Yuille 3DGS DiffM 239 0 0 24 Nov 2024
PriorDiffusion: Leverage Language Prior in Diffusion Models for Monocular Depth Estimation Ziyao Zeng Jingcheng Ni Daniel Wang Patrick Rim Younjoon Chung Fengyu Yang Byung-Woo Hong A. Wong DiffM MDE 108 2 0 24 Nov 2024
Semantic Shield: Defending Vision-Language Models Against Backdooring and Poisoning via Fine-grained Knowledge Alignment Alvi Md Ishmam Christopher Thomas AAML 124 3 0 23 Nov 2024
Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark Rong-Cheng Tu Zi-Ao Ma Tian Lan Yuehao Zhao Heyan Huang Xian-Ling Mao MLLM VLM EGVM 106 4 0 23 Nov 2024
Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator Chaehun Shin Jooyoung Choi Heeseung Kim Sungroh Yoon DiffM 89 8 0 23 Nov 2024
$$\textit{Revelio}$: Interpreting and leveraging semantic information in diffusion models$ $\textit{Revelio}$ : Interpreting and leveraging semantic information in diffusion models Dahye Kim Xavier Thomas Deepti Ghadiyaram 91 4 0 23 Nov 2024
Gotta Hear Them All: Sound Source Aware Vision to Audio Generation Wei Guo Heng Wang Jianbo Ma Weidong Cai DiffM 93 3 0 23 Nov 2024
TPIE: Topology-Preserved Image Editing With Text Instructions Nivetha Jayakumar Srivardhan Reddy Gadila Tonmoy Hossain Yangfeng Ji Miaomiao Zhang DiffM MedIm 95 0 0 22 Nov 2024
Zero-Shot Coreset Selection: Efficient Pruning for Unlabeled Data Brent A. Griffin Jacob Marks Jason J. Corso VLM 79 2 0 22 Nov 2024
LocRef-Diffusion:Tuning-Free Layout and Appearance-Guided Generation Fan Deng Yaguang Wu Xinyang Yu Xiangjun Huang Jian Yang Guangyu Yan Qiang Xu DiffM 94 0 0 22 Nov 2024
AnyText2: Visual Text Generation and Editing With Customizable Attributes Yuxiang Tuo Yifeng Geng Liefeng Bo VLM 93 6 0 22 Nov 2024
Reward Fine-Tuning Two-Step Diffusion Models via Learning Differentiable Latent-Space Surrogate Reward Zhiwei Jia Yuesong Nan Huixi Zhao Gengdai Liu EGVM 91 0 0 22 Nov 2024
Text Embedding is Not All You Need: Attention Control for Text-to-Image Semantic Alignment with Text Self-Attention Maps Jeeyung Kim Erfan Esmaeili Qiang Qiu DiffM 90 1 0 21 Nov 2024
On the Fairness, Diversity and Reliability of Text-to-Image Generative Models J. Vice Naveed Akhtar Richard I. Hartley Ajmal Mian EGVM 71 0 0 21 Nov 2024
Test-Time Adaptation of 3D Point Clouds via Denoising Diffusion Models Hamidreza Dastmalchi Aijun An A. Cheraghian Shafin Rahman Sameera Ramasinghe DiffM TTA 89 1 0 21 Nov 2024
Safety Without Semantic Disruptions: Editing-free Safe Image Generation via Context-preserving Dual Latent Reconstruction J. Vice Naveed Akhtar Richard I. Hartley Ajmal Mian Ajmal Mian DiffM 89 0 0 21 Nov 2024
Quantum-Brain: Quantum-Inspired Neural Network Approach to Vision-Brain Understanding Hoang-Quan Nguyen Xuan-Bac Nguyen Hugh Churchill Arabinda Kumar Choudhary Pawan Sinha S. Khan Khoa Luu 75 1 0 20 Nov 2024
RAW-Diffusion: RGB-Guided Diffusion Models for High-Fidelity RAW Image Generation Christoph Reinders Radu Berdan Beril Besbinar Junji Otsuka Daisuke Iso 81 2 0 20 Nov 2024
From Text to Pose to Image: Improving Diffusion Model Control and Quality Clément Bonnet Ariel N. Lee Franck Wertel Antoine Tamano Tanguy Cizain Pablo Ducru DiffM 71 0 0 19 Nov 2024
CDI: Copyrighted Data Identification in Diffusion Models Jan Dubiñski Antoni Kowalczuk Franziska Boenisch Adam Dziedzic 72 1 0 19 Nov 2024
Decoupling Training-Free Guided Diffusion by ADMM Youyuan Zhang Zehua Liu Zenan Li Zhaoyu Li James J. Clark X. Si 80 0 0 18 Nov 2024
Alien Recombination: Exploring Concept Blends Beyond Human Cognitive Availability in Visual Art Alejandro Hernandez Levin Brinkmann Ignacio Serna Nasim Rahaman Hassan Abu Alhaija Hiromu Yakura Mar Canet Sola Bernhard Schölkopf Iyad Rahwan 82 0 0 18 Nov 2024
Teaching Video Diffusion Model with Latent Physical Phenomenon Knowledge Qinglong Cao Ding Wang Xirui Li Yuntian Chen Chao Ma Xiaokang Yang DiffM VGen 118 2 0 18 Nov 2024
LaVin-DiT: Large Vision Diffusion Transformer Zhaoqing Wang Xiaobo Xia Runnan Chen Dongdong Yu Changhu Wang Mingming Gong Tongliang Liu 100 6 0 18 Nov 2024
Oscillation Inversion: Understand the structure of Large Flow Model through the Lens of Inversion Method Yan Zheng Zhenxiao Liang Xiaoyan Cong Lanqing guo Yuehao Wang Peihao Wang Zihan Wang DiffM 35 2 0 17 Nov 2024
Constrained Diffusion with Trust Sampling William Huang Yifeng Jiang Tom Van Wouwe Chenxi Liu 40 3 0 17 Nov 2024
Test-time Conditional Text-to-Image Synthesis Using Diffusion Models Tripti Shukla Srikrishna Karanam Balaji Vasan Srinivasan DiffM 41 0 0 16 Nov 2024
ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models Vipula Rawte Sarthak Jain Aarush Sinha Garv Kaushik Aman Bansal ... Aishwarya N. Reganti Vinija Jain Aman Chadha A. Sheth A. Das VLM MLLM 52 0 0 16 Nov 2024
GSEditPro: 3D Gaussian Splatting Editing with Attention-based Progressive Localization Yanhao Sun RunZe Tian Xiao Han XinYao Liu Yan Zhang Kai Xu 3DGS DiffM 55 2 0 15 Nov 2024
Boundary Attention Constrained Zero-Shot Layout-To-Image Generation Huancheng Chen Jingtao Li Weiming Zhuang H. Vikalo Lingjuan Lyu DiffM 38 0 0 15 Nov 2024
ColorEdit: Training-free Image-Guided Color editing with diffusion model Xingxi Yin Zhi Li Jingfeng Zhang Chenglin Li Yin Zhang DiffM 54 0 0 15 Nov 2024
Inconsistencies In Consistency Models: Better ODE Solving Does Not Imply Better Samples Noël Vouitsis Rasa Hosseinzadeh Brendan Leigh Ross Valentin Villecroze S. Gorti Jesse C. Cresswell G. Loaiza-Ganem DiffM 48 0 0 13 Nov 2024
Physics Informed Distillation for Diffusion Models Joshua Tian Jin Tee Kang Zhang Hee Suk Yoon Dhananjaya N. Gowda Chanwoo Kim Chang D. Yoo DiffM 70 3 0 13 Nov 2024
Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing Zitao Shuai Chenwei Wu Zhengxu Tang Bowen Song Liyue Shen DiffM 70 0 0 12 Nov 2024
Evaluating the Generation of Spatial Relations in Text and Image Generative Models Shang Hong Sim Clarence Lee A. Tan Cheston Tan EGVM 41 2 0 12 Nov 2024
Add-it: Training-Free Object Insertion in Images With Pretrained Diffusion Models Yoad Tewel Rinon Gal Dvir Samuel Y. Atzmon Lior Wolf Gal Chechik VLM 59 6 0 11 Nov 2024