ICLR 2025 Workshop DeLTa Submissions

Gumbel-Softmax Score and Flow Matching for Discrete Biological Sequence Generation
Sophia Tang, Yinuo Zhang, Alexander Tong, Pranam Chatterjee
- Published: 06 Mar 2025, Last Modified: 06 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Improving Single Noise Level Denoising Samplers with Restricted Gaussian Oracles
Leello Tadesse Dadi, Andrej Janchevski, Volkan Cevher
- Published: 06 Mar 2025, Last Modified: 18 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Score as Action: Fine-Tuning Diffusion Generative Models by Continuous-time Reinforcement Learning
Hanyang Zhao, Haoxian Chen, Ji Zhang, David Yao, Wenpin Tang
- Published: 06 Mar 2025, Last Modified: 13 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
On Distilling Generator Matching Models
Shiv Shankar
- Published: 06 Mar 2025, Last Modified: 16 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
ADAPTIVE HETEROGENEOUS GRAPH REPRESENTATION LEARNING USING KNN-AUGMENTED GRAPH MAMBA NETWORKS (KA-GMN)
Eishkaran Singh
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Symmetry-Preserving Diffusion Models via Target Symmetrization
Vinh Tong, Yun Ye, Dung Trung Hoang, Anji Liu, Guy Van den Broeck, Mathias Niepert
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
CoDe: Blockwise Control for Denoising Diffusion Models
Anuj Singh, Sayak Mukherjee, Ahmad Beirami, Hadi J. Rad
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Gauge Flow Matching for Efficient Constrained Generative Modeling over General Convex Set
Xinpeng Li, Enming Liang, Minghua Chen
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 DeLTa Workshop Oral
- Readers: Everyone
Graph transformers express monadic second-order logic
Tamara Drucks, Mahito Sugiyama
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
DIME: Deterministic Information Maximizing Autoencoder
Alokendu Mazumder, Chirag Garg, Tirthajit Baruah, Punit Rathore
- Published: 06 Mar 2025, Last Modified: 02 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Entropic Time Schedulers for Generative Diffusion Models
Dejan Stancevic, Luca Ambrogioni
- Published: 06 Mar 2025, Last Modified: 16 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Breaking the Likelihood--Quality Trade-off in Diffusion Models by Merging Pretrained Experts
Yasin Esfandiari, Stefan Bauer, Sebastian U Stich, Andrea Dittadi
- Published: 06 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
On the Cone Effect in the Learning Dynamics
Zhanpeng Zhou, Yongyi Yang, Jie Ren, Mahito Sugiyama, Junchi Yan
- Published: 06 Mar 2025, Last Modified: 13 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Balanced Latent Space of Diffusion Models for Counterfactual Generation
Baohua Yan, Qingyuan Liu, Zhaobin Mo, Kangrui Ruan, Xuan Di
- Published: 06 Mar 2025, Last Modified: 13 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
How Compositional Generalization and Creativity Improve as Diffusion Models are Trained
Alessandro Favero, Antonio Sclocchi, Francesco Cagnetta, Pascal Frossard, Matthieu Wyart
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Improved Techniques for Training Smaller and Faster Stable Diffusion
Hesong Wang, Huan Wang
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Image Interpolation with Score-based Riemannian Metrics of Diffusion Models
Shinnosuke Saito, Takashi Matsubara
- Published: 06 Mar 2025, Last Modified: 13 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
A Reversible Solver for Diffusion SDEs
Zander W. Blasingame, Chen Liu
- Published: 06 Mar 2025, Last Modified: 26 Mar 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
FullDiffusion: Diffusion Models Without Time Truncation
Shohei Taniguchi, Masahiro Suzuki, Yusuke Iwasawa, Yutaka Matsuo
- Published: 06 Mar 2025, Last Modified: 14 Mar 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Causal Representation Learning and Inference via Mixture-Based Priors
Avinash Kori, Carles Balsells-Rodas, Ben Glocker, Yingzhen Li, Francesco Locatello
- Published: 06 Mar 2025, Last Modified: 09 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Hiding and Recovering Knowledge in Text-to-Image Diffusion Models via Learnable Prompts
Anh Tuan Bui, Khanh Doan, Trung Le, Paul Montague, Tamas Abraham, Dinh Phung
- Published: 06 Mar 2025, Last Modified: 22 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Diffusion Models Do Not Implicitly Learn Conditional Independence
Sachit Gaudi, Gautam Sreekumar, Vishnu Boddeti
- Published: 06 Mar 2025, Last Modified: 11 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Reward-Guided Diffusion Model for Data-Driven Black-Box Design Optimization
Hadi Keramati, Rajeev K. Jaiman
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Unifying Autoregressive And Diffusion-Based Sequence Generation
Nima Fathi, Torsten Scholak, Pierre-Andre Noel
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
PHYSICS-INFORMED GENERATIVE APPROACHES FOR WIRELESS CHANNEL MODELING
Satyavrat Wagle, Akshay Malhotra, Shahab Hamidi-Rad, Aditya Sant, David J. Love, Christopher G. Brinton
- Published: 06 Mar 2025, Last Modified: 04 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone