Title
ViMix-14M: A Curated Multi-Source Video-Text Dataset with Long-Form, High-Quality Captions and Crawl-Free Access Timing Yang Sucheng Ren Alan Yuille Feng Wang VGen 82 0 0 23 Nov 2025
Synthetic Curriculum Reinforces Compositional Text-to-Image Generation Shijian Wang Runhao Fu Siyi Zhao Qingqin Zhan Xingjian Wang Jiarui Jin Yuan Lu Hanqian Wu Cunjian Chen EGVM 122 0 0 23 Nov 2025
CADTrack: Learning Contextual Aggregation with Deformable Alignment for Robust RGBT Tracking Hao Li Yuhao Wang X. Hu Wenning Hao P. Zhang D. Wang Huchuan Lu 32 0 0 22 Nov 2025
FireScope: Wildfire Risk Prediction with a Chain-of-Thought Oracle Mario Markov Stefan Maria Ailuro Luc Van Gool Konrad Schindler D. Paudel LRM 55 0 0 21 Nov 2025
Coffee: Controllable Diffusion Fine-tuning Ziyao Zeng Jingcheng Ni Ruyi Liu Alex Wong DiffM 121 0 0 18 Nov 2025
Prompt Triage: Structured Optimization Enhances Vision-Language Model Performance on Medical Imaging Benchmarks Arnav Singhvi Vasiliki Bikia Asad Aali Akshay S. Chaudhari Roxana Daneshjou LM&MA VLM 232 0 0 14 Nov 2025
Beyond Randomness: Understand the Order of the Noise in Diffusion Song Yan Min Li Bi Xinliang J. Yang Yusen Zhang Guanye Xiong Yunwei Lan Tao Zhang Wei Zhai Zheng-jun Zha DiffM 195 0 0 11 Nov 2025
Towards Fine-Grained Interpretability: Counterfactual Explanations for Misclassification with Saliency PartitionComputer Vision and Pattern Recognition (CVPR), 2025 Lintong Zhang Kang Yin Seong-Whan Lee FAtt 312 0 0 11 Nov 2025
Simulating the Visual World with Artificial Intelligence: A Roadmap Jingtong Yue Z. Huang Z. Chen Xintao Wang Pengfei Wan Ziwei Liu VGen LM&Ro 312 0 0 11 Nov 2025
Route Experts by Sequence, not by Token Tiansheng Wen Y. Wang Aosong Feng Long Ma Xinyang Liu Y. Wang Lixuan Guo Bo Chen Stefanie Jegelka Chenyu You MoE 110 0 0 09 Nov 2025
MALeR: Improving Compositional Fidelity in Layout-Guided Generation Shivank Saxena D. Srivastava Makarand Tapaswi DiffM 62 0 0 08 Nov 2025
CPO: Condition Preference Optimization for Controllable Image Generation Zonglin Lyu Ming Li Xinxin Liu Chen Chen 156 0 0 06 Nov 2025
Understanding the Implicit User Intention via Reasoning with Large Language Model for Image Editing Yijia Wang Yiqing Shen Weiming Chen Z. He DiffM 92 0 0 31 Oct 2025
Phased DMD: Few-step Distribution Matching Distillation via Score Matching within Subintervals Xiangyu Fan Zesong Qiu Z. Wu Fanzhou Wang Zhiqian Lin Tianxiang Ren Dahua Lin Ruihao Gong Lei Yang DiffM 113 1 0 31 Oct 2025
PSTF-AttControl: Per-Subject-Tuning-Free Personalized Image Generation with Controllable Face AttributesImage and Vision Computing (IVC), 2025 Xiang Liu Zhaoxiang Liu Huan Hu Zipeng Wang Ping Chen Z. Chen Kai Wang Shiguo Lian 69 0 0 29 Oct 2025
Routing Matters in MoE: Scaling Diffusion Transformers with Explicit Routing Guidance Y. X. Wei Shiwei Zhang Hangjie Yuan Yujin Han Zhekai Chen ... Difan Zou Xihui Liu Yingya Zhang Yu Liu Hongming Shan DiffM MoE 120 3 0 28 Oct 2025
Blockwise Flow Matching: Improving Flow Matching Models For Efficient High-Quality Generation Dogyun Park Taehoon Lee Minseok Joo Hyunwoo J. Kim 82 0 0 24 Oct 2025
BADiff: Bandwidth Adaptive Diffusion Model Xi Zhang Hanwei Zhu Yan Zhong Jiamang Wang Weisi Lin 76 0 0 24 Oct 2025
From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation Ziwei Huang Ying Shu Hao Fang Quanyu Long Wenya Wang Qiushi Guo Tiezheng Ge Yaoyao Yu EGVM 114 0 0 21 Oct 2025
Gradient Variance Reveals Failure Modes in Flow-Based Generative Models Teodora Reu Sixtine Dromigny Michael M Bronstein Francisco Vargas 164 0 0 20 Oct 2025
Salient Concept-Aware Generative Data Augmentation Tianchen Zhao Xuanbai Chen Zhihua Li J. Fang Dongsheng An Xiang Xu Zhuowen Tu Yifan Xing DiffM 156 0 0 16 Oct 2025
TC-LoRA: Temporally Modulated Conditional LoRA for Adaptive Diffusion Control Minkyoung Cho Ruben Ohana Christian Jacobsen Adityan Jothi Min-Hung Chen Z. Morley Mao Ethem Can DiffM AI4CE 260 1 0 10 Oct 2025
LinearSR: Unlocking Linear Attention for Stable and Efficient Image Super-Resolution Xiaohui Li Shaobin Zhuang Shuo Cao Yang Yang Yuandong Pu Qi Qin Siqi Luo Bin Fu Yihao Liu DiffM 116 0 0 09 Oct 2025
Riddled basin geometry sets fundamental limits to predictability and reproducibility in deep learning Andrew Ly Pulin Gong AI4CE 148 0 0 07 Oct 2025
SAEdit: Token-level control for continuous image editing via Sparse AutoEncoder Ronen Kamenetsky Sara Dorfman Daniel Garibi Roni Paiss Or Patashnik Daniel Cohen-Or DiffM 279 0 0 06 Oct 2025
ObCLIP: Oblivious CLoud-Device Hybrid Image Generation with Privacy Preservation Haoqi Wu Wei Dai Ming Xu Li Wang Qiang Yan DiffM 121 0 0 05 Oct 2025
Free Lunch Alignment of Text-to-Image Diffusion Models without Preference Image Pairs Jia Jun Cheng Xian Muchen Li Haotian Yang Xin Tao Pengfei Wan Leonid Sigal Renjie Liao 80 0 0 30 Sep 2025
Training-Free Synthetic Data Generation with Dual IP-Adapter Guidance Luc Boudier Loris Manganelli Eleftherios Tsonis Nicolas Dufour Vicky Kalogeiton DiffM VLM 47 1 0 26 Sep 2025
CAMILA: Context-Aware Masking for Image Editing with Language Alignment Hyunseung Kim Chiho Choi Srikanth Malla Sai Prahladh Padmanabhan Saurabh Bagchi Joon Hee Choi 253 0 0 24 Sep 2025
From Prompt to Progression: Taming Video Diffusion Models for Seamless Attribute Transition Ling Lo Kelvin C. K. Chan Wen-Huang Cheng Ming-Hsuan Yang DiffM EGVM VGen 121 0 0 24 Sep 2025
AutoEdit: Automatic Hyperparameter Tuning for Image Editing Chau Pham Quan Dao Mahesh Bhosale Yunjie Tian Dimitris Metaxas David Doermann 125 1 0 18 Sep 2025
LowDiff: Efficient Diffusion Sampling with Low-Resolution Condition Jiuyi Xu Qing Jin Meida Chen Andrew Feng Yang Sui Yangming Shi DiffM 75 0 0 18 Sep 2025
LuxDiT: Lighting Estimation with Video Diffusion Transformer Ruofan Liang Kai He Zan Gojcic Igor Gilitschenski Sanja Fidler Nandita Vijaykumar Zian Wang ViT VGen 91 0 0 03 Sep 2025
TeRA: Rethinking Text-driven Realistic 3D Avatar Generation Yanwen Wang Yiyu Zhuang Jiawei Zhang Li Wang Yifei Zeng X. Cao Xinxin Zuo Hao Zhu 108 1 0 02 Sep 2025
CompSlider: Compositional Slider for Disentangled Multiple-Attribute Image Generation Zixin Zhu Kevin Duarte Mamshad Nayeem Rizve Chengyuan Xu Ratheesh Kalarot Junsong Yuan DiffM 171 1 0 31 Aug 2025
The Mind's Eye: A Multi-Faceted Reward Framework for Guiding Visual Metaphor Generation Girish A. Koushik Fatemeh Nazarieh Katherine Birch Shenbin Qian Diptesh Kanojia EGVM 68 0 0 26 Aug 2025
Incorporating Pre-trained Diffusion Models in Solving the Schrödinger Bridge Problem Zhicong Tang Tiankai Hang Shuyang Gu Dong Chen Baining Guo DiffM OT 192 0 0 25 Aug 2025
HiCache: Training-free Acceleration of Diffusion Models via Hermite Polynomial-based Feature Caching Liang Feng Shikang Zheng Jiacheng Liu Yuqi Lin Qinming Zhou ... Xinyu Wang Junjie Chen Chang Zou Yue Ma Linfeng Zhang DiffM 82 3 0 23 Aug 2025
PVNet: Point-Voxel Interaction LiDAR Scene Upsampling Via Diffusion ModelsIEEE Transactions on Image Processing (IEEE TIP), 2025 Xianjing Cheng Lintai Wu Zuowen Wang Junhui Hou Jie Wen Yong-mei Xu 3DPC 81 0 0 23 Aug 2025
Disentanglement in T-space for Faster and Distributed Training of Diffusion Models with Fewer Latent-states Samarth Gupta Raghudeep Gadde Rui Chen Aleix M. Martinez 52 0 0 20 Aug 2025
MUSE: Multi-Subject Unified Synthesis via Explicit Layout Semantic Expansion Fei Peng Junqiang Wu Yan Li Tingting Gao Di Zhang Huiyuan Fu DiffM 112 1 0 20 Aug 2025
SAGA: Learning Signal-Aligned Distributions for Improved Text-to-Image Generation P. Grimal Michael Soumm Hervé Le Borgne Olivier Ferret Akihiro Sugimoto DiffM 129 0 0 19 Aug 2025
LaRender: Training-Free Occlusion Control in Image Generation via Latent Rendering Xiaohang Zhan Dingming Liu DiffM 72 2 0 11 Aug 2025
DAG: Unleash the Potential of Diffusion Model for Open-Vocabulary 3D Affordance Grounding Hanqing Wang Zhenhao Zhang Kaiyang Ji Mingyu Liu Wenti Yin Yuchao Chen Zhirui Liu Xiangyu Zeng Tianxiang Gui Hangxing Zhang 110 2 0 03 Aug 2025
StorySync: Training-Free Subject Consistency in Text-to-Image Generation via Region Harmonization Gopalji Gaur Mohammadreza Zolfaghari Thomas Brox DiffM 83 0 0 31 Jul 2025
DivControl: Knowledge Diversion for Controllable Image Generation Yucheng Xie Fu Feng Ruixiao Shi Jing Wang Yong Rui Xin Geng 108 0 0 31 Jul 2025
UniEmo: Unifying Emotional Understanding and Generation with Learnable Expert Queries Yijie Zhu Lingsen Zhang Zitong Yu Rui Shao Tao Tan Liqiang Nie 171 2 0 31 Jul 2025
ShortFT: Diffusion Model Alignment via Shortcut-based Fine-Tuning Xiefan Guo Miaomiao Cui Liefeng Bo Di Huang 152 1 0 30 Jul 2025
Local Prompt Adaptation for Style-Consistent Multi-Object Generation in Diffusion Models Ankit Sanjyal DiffM 166 0 0 27 Jul 2025
LLMControl: Grounded Control of Text-to-Image Diffusion-based Synthesis with Multimodal LLMs Jiaze Wang Rui Chen Haowang Cui 129 0 0 26 Jul 2025