ICLR 2025 Workshop DeLTa Submissions

The Diffusion Duality
Subham Sekhar Sahoo, Justin Deschenaux, Aaron Gokaslan, Guanghan Wang, Justin T Chiu, Volodymyr Kuleshov
- Published: 06 Mar 2025, Last Modified: 22 Apr 2025
- ICLR 2025 DeLTa Workshop Oral
- Readers: Everyone
Efficient Consistency Model Training for Policy Distillation in Reinforcement Learning
Bowen Fang, Xuan Di
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
DIFFUSION MODELS LEARN LOW-DIMENSIONAL DISTRIBUTIONS VIA SUBSPACE CLUSTERING
Peng Wang, Huijie Zhang, Zekai Zhang, Siyi Chen, Yi Ma, Qing Qu
- Published: 06 Mar 2025, Last Modified: 14 Mar 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
DDPM Score Matching Is Asymptotically Efficient
Sinho Chewi, Alkis Kalavasis, Anay Mehrotra, Omar Montasser
- Published: 06 Mar 2025, Last Modified: 10 Apr 2025
- ICLR 2025 DeLTa Workshop Oral
- Readers: Everyone
Optimizing GPT for Video Understanding: Zero-Shot Performance and Prompt Engineering
Mark Beliaev, Victor Yang, Madhura Raju, Jiachen Sun, Xinghai Hu
- Published: 06 Mar 2025, Last Modified: 23 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
AtropDiff: Data-Scarce Atropisomer Generation via Multi-Task Pretrained Classifier-Guided Diffusion
Letian Chen, Xi Wang, Gufeng Yu, Caihua Shan, Yang Yang
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Oral
- Readers: Everyone
Spherical Tree-Sliced Wasserstein Distance
Hoang V. Tran, Thanh Chu, Minh-Khoi Nguyen-Nhat, Huyen Trang Pham, Tam Le, Tan Minh Nguyen
- Published: 06 Mar 2025, Last Modified: 13 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Distance-Based Tree-Sliced Wasserstein Distance
Hoang V. Tran, Minh-Khoi Nguyen-Nhat, Huyen Trang Pham, Thanh Chu, Tam Le, Tan Minh Nguyen
- Published: 06 Mar 2025, Last Modified: 13 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Guiding Time-Varying Generative Models with Natural Gradients on Exponential Family Manifold
Song Liu, Leyang Wang, Yakun Wang
- Published: 06 Mar 2025, Last Modified: 16 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Leveraging shared feature representation in cross-domain alignment of decision thresholds for electronic health records data.
Elena Gal, Anshul Thakur, Soheila Molaei, Andrew Soltan, David A. Clifton
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Graph Discrete Diffusion: a Spectral Study
Olga Zaghen, Manuel Madeira, Laura Toni, Pascal Frossard
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Cellular-Guided Graph Generative Model
Yiming Huang, Tolga Birdal
- Published: 06 Mar 2025, Last Modified: 21 Mar 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Towards Variational Flow Matching on General Geometries
Olga Zaghen, Floor Eijkelboom, Alison Pouplin, Erik J Bekkers
- Published: 06 Mar 2025, Last Modified: 16 Apr 2025
- ICLR 2025 DeLTa Workshop Oral
- Readers: Everyone
Probability-Flow ODE in Infinite-Dimensional Function Spaces
Kunwoo Na, Junghyun Lee, Se-Young Yun, Sungbin Lim
- Published: 06 Mar 2025, Last Modified: 01 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Identifying metric structures of deep latent variable models
Stas Syrota, Yevgen Zainchkovskyy, Johnny Xi, Benjamin Bloem-Reddy, Søren Hauberg
- Published: 06 Mar 2025, Last Modified: 10 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
INFO-SEDD: Continuous Time Markov Chains as Scalable Information Metrics Estimators
Alberto Foresti, Giulio Franzese, Pietro Michiardi
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Efficient Multi-View Driving Scenes Generation Based on Video Diffusion Transformer
Junpeng Jiang, Gangyi Hong, Hengtong Hu, Lijun Zhou, Tianyi Yan, Yida Wang, Kun Zhan, Peng Jia, XianPeng Lang, Miao Zhang
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Measuring Semantic Information Production in Generative Diffusion Models
Florian Handke, Felix Koulischer, Gabriel Raya, Luca Ambrogioni
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
A Simple Model of Inference Scaling Laws
Noam Itzhak Levi
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Diffusion-Based Planning for Autonomous Driving with Flexible Guidance
Yinan Zheng, Ruiming Liang, Kexin ZHENG, Jinliang Zheng, Liyuan Mao, Jianxiong Li, Weihao Gu, Rui Ai, Shengbo Eben Li, Xianyuan Zhan, Jingjing Liu
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Statistical Foundations of Conditional Diffusion Transformers
Jerry Yao-Chieh Hu, Weimin Wu, Yi-Chen Lee, Yu-Chao Huang, Minshuo Chen, Han Liu
- Published: 06 Mar 2025, Last Modified: 14 Mar 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
LEARNING STRAIGHT FLOWS BY LEARNING CURVED INTERPOLANTS
Shiv Shankar, Tomas Geffner
- Published: 06 Mar 2025, Last Modified: 16 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Large Language Diffusion Models
Shen Nie, Fengqi Zhu, Zebin You, Xiaolu Zhang, Jingyang Ou, Jun Hu, JUN ZHOU, Yankai Lin, Ji-Rong Wen, Chongxuan Li
- Published: 06 Mar 2025, Last Modified: 13 Apr 2025
- ICLR 2025 DeLTa Workshop Oral
- Readers: Everyone
Interleaved Gibbs Diffusion for Constrained Generation
Gautham Govind Anil, Sachin Yadav, Dheeraj Mysore Nagaraj, Karthikeyan Shanmugam, Prateek Jain
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Efficient Knowledge Distillation via Curriculum Extraction
Shivam Gupta, Sushrut Karmalkar
- Published: 06 Mar 2025, Last Modified: 14 Mar 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone