AAAI 2024 "diffusion models" Papers

A Diffusion-Based Framework for Multi-Class Anomaly Detection

Haoyang He, Jiangning Zhang, Hongxu Chen et al.

AltDiffusion: A Multilingual Text-to-Image Diffusion Model

Fulong Ye, Guang Liu, Xinya Wu et al.

A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide Generation

Yongkang Wang, Xuan Liu, Feng Huang et al.

AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model

Teng Hu, Jiangning Zhang, Ran Yi et al.

ArtBank: Artistic Style Transfer with Pre-trained Diffusion Model and Implicit Style Prompt Bank

Zhanjie Zhang, Quanwei Zhang, Wei Xing et al.

Audio Generation with Multiple Conditional Diffusion Model

Zhifang Guo, Jianguo Mao, Tao Rui et al.

BARET: Balanced Attention Based Real Image Editing Driven by Target-Text Inversion

Yuming Qiao, Fanyi Wang, Jingwen Su et al.

Compositional Text-to-Image Synthesis with Attention Map Control of Diffusion Models

Ruichen Wang, Zekang Chen, Chen Chen et al.

Controllable Mind Visual Diffusion Model

Bohan Zeng, Shanglin Li, Xuhui Liu et al.

Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model

Junghun Cha, Ali Haider, Seoyun Yang et al.

DiffAIL: Diffusion Adversarial Imitation Learning

Bingzheng Wang, Guoqiang Wu, Teng Pang et al.

DiffBEV: Conditional Diffusion Model for Bird’s Eye View Perception

Jiayu Zou, Kun Tian, Zheng Zhu et al.

DiffusionTrack: Diffusion Model for Multi-Object Tracking

Run Luo, Zikai Song, Lintao Ma et al.

DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion Models

Namhyuk Ahn, Junsoo Lee, Chunggi Lee et al.

Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift

Shengwei An, Sheng-Yen Chou, Kaiyuan Zhang et al.

Generating and Reweighting Dense Contrastive Patterns for Unsupervised Anomaly Detection

Songmin Dai, Yifan Wu, Xiaoqiang Li et al.

High-Fidelity Diffusion-Based Image Editing

Chen Hou, Guoqiang Wei, Zhibo Chen

Image Captioning with Multi-Context Synthetic Data

IT3D: Improved Text-to-3D Generation with Explicit View Synthesis

Yiwen Chen, Chi Zhang, Xiaofeng Yang et al.

Learning Subject-Aware Cropping by Outpainting Professional Photos

James Hong, Lu Yuan, Michaël Gharbi et al.

MeDM: Mediating Image Diffusion Models for Video-to-Video Translation with Temporal Correspondence Guidance

Ernie Chu, Tzuhsuan Huang, Shuo-Yen LIN et al.

MetaDiff: Meta-Learning with Conditional Diffusion for Few-Shot Learning

Baoquan Zhang, Chuyao Luo, Demin Yu et al.

Multi-Architecture Multi-Expert Diffusion Models

Yunsung Lee, Jin-Young Kim, Hyojun Go et al.

Music Style Transfer with Time-Varying Inversion of Diffusion Models

Sifei Li, Yuxin Zhang, Fan Tang et al.

One at a Time: Progressive Multi-Step Volumetric Probability Learning for Reliable 3D Scene Perception

Bohan Li, Yasheng Sun, Jingxin Dong et al.

On Inference Stability for Diffusion Models

Viet Nguyen, Giang Vu, Tung Nguyen Thanh et al.

Parallel Vertex Diffusion for Unified Visual Grounding

Authors: Zesen Cheng, Kehan Li, Peng Jin et al.

Plug-In Diffusion Model for Sequential Recommendation

Haokai Ma, Ruobing Xie, Lei Meng et al.

PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation

Progressive Text-to-Image Diffusion with Soft Latent Direction

YuTeng Ye, Jiale Cai, Hang Zhou et al.

Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG Translation

Debaditya Shome, Pritam Sarkar, Ali Etemad

Robust Policy Learning via Offline Skill Diffusion

Woo Kyung Kim, Minjong Yoo, Honguk Woo

Scalable Motion Style Transfer with Constrained Diffusion Generation

Wenjie Yin, Yi Yu, Hang Yin et al.

Semantic-Aware Data Augmentation for Text-to-Image Synthesis

Zhaorui Tan, Xi Yang, Kaizhu Huang

Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification

Bohan Li, Xiao Xu, Xinghao Wang et al.

Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile

Seokjun Lee, Seung-Won Jung, Hyunseok Seo

STDiff: Spatio-Temporal Diffusion for Continuous Stochastic Video Prediction

Xi Ye, Guillaume-Alexandre Bilodeau

Text Image Inpainting via Global Structure-Guided Diffusion Models

Shipeng Zhu, Pengfei Fang, Chenjie Zhu et al.

Tuning-Free Inversion-Enhanced Control for Consistent Image Editing

Xiaoyue Duan, Shuhao Cui, Guoliang Kang et al.