ICLR 2025 Workshop DeLTa Submissions

On the Query Complexity of Verifier-Assisted Language Generation
Edoardo Botta, Yuchen Li, Aashay Mehta, Jordan T. Ash, Cyril Zhang, Andrej Risteski
- Published: 06 Mar 2025, Last Modified: 14 Mar 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Weak-to-Strong Diffusion with Reflection
Lichen Bai, Masashi Sugiyama, Zeke Xie
- Published: 06 Mar 2025, Last Modified: 11 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Efficient Molecular Conformer Generation with SO(3) Averaged Flow-Matching and Reflow
Zhonglin Cao, Mario Geiger, Allan Dos Santos Costa, Danny Reidenbach, Karsten Kreis, Tomas Geffner, Franco Pellegrini, Guoqing Zhou, Emine Kucukbenli
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Stable Consistency Tuning: Understanding and Improving Consistency Models
Fu-Yun Wang, Zhengyang Geng, Hongsheng Li
- Published: 06 Mar 2025, Last Modified: 23 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
High-Order Matching for One-Step Shortcut Diffusion Models
Bo Chen, Chengyue Gong, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Mingda Wan
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Implicit Bayesian Inference is An Insufficient Explanation of Language Model Behaviour in Compositional Tasks
Szilvia Ujváry, Anna Mészáros, Wieland Brendel, Patrik Reizinger, Ferenc Huszár
- Published: 06 Mar 2025, Last Modified: 03 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Building A Unified AI-centric Language System: analysis, framework and future work
edward hong wang, XIN WEN
- Published: 06 Mar 2025, Last Modified: 16 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Demystifying the Token Dynamics of Deep Selective State Space Models
Thieu Vo, Duy-Tung Pham, Xin T. Tong, Tan Minh Nguyen
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Designing Parameter and Compute Efficient Diffusion Transformers using Distillation
Vignesh Sundaresha
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
StochSync: Stochastic Diffusion Synchronization for Image Generation in Arbitrary Spaces
Kyeongmin Yeo, Jaihoon Kim, Minhyuk Sung
- Published: 06 Mar 2025, Last Modified: 13 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Remasking Discrete Diffusion Models with Inference-Time Scaling
Guanghan Wang, Yair Schiff, Subham Sekhar Sahoo, Volodymyr Kuleshov
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Flow Matching Neural Processes
Hussen Abu Hamad, Dan Rosenbaum
- Published: 06 Mar 2025, Last Modified: 16 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Neural Genetic Search in Discrete Spaces
Hyeonah Kim, Sanghyeok Choi, Jiwoo Son, Jinkyoo Park, Changhyun Kwon
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
DEEP CLUSTERING USING ADVERSARIAL NET BASED CLUSTERING LOSS
Kart-Leong Lim
- Published: 06 Mar 2025, Last Modified: 14 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
On the Power of Context Enhanced Learning in LLMs
Xingyu Zhu, Abhishek Panigrahi, Sanjeev Arora
- Published: 06 Mar 2025, Last Modified: 08 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
DOSE3 : Diffusion-based Out-of-distribution detection on SE(3) trajectories
Hongzhe Cheng, Tianyou Zheng, Tianyi Zhang, Matthew Johnson-Roberson, William Zhi
- Published: 06 Mar 2025, Last Modified: 10 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Edge-preserving noise for diffusion models
Jente Vandersanden, Sascha Holl, Xingchang Huang, Gurprit Singh
- Published: 06 Mar 2025, Last Modified: 16 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
RFMI: Estimating Mutual Information on Rectified Flow for Text-to-Image Alignment
CHAO WANG, Giulio Franzese, Alessandro Finamore, Pietro Michiardi
- Published: 06 Mar 2025, Last Modified: 16 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
SDE Matching: Scalable and Simulation-Free Training of Latent Stochastic Differential Equations
Grigory Bartosh, Dmitry Vetrov, Christian A. Naesseth
- Published: 06 Mar 2025, Last Modified: 16 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Design Editing for Offline Model-based Optimization
Ye Yuan, Youyuan Zhang, Can Chen, Haolun Wu, Melody Zixuan Li, Jianmo Li, James J. Clark, Xue Liu
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
The Space Between: On Folding, Symmetries and Sampling
Michal Lewandowski, Bernhard Heinzl, Raphael Pisoni, Bernhard A. Moser
- Published: 06 Mar 2025, Last Modified: 13 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Frame Generation in Hilbert Space: Generative Interpolation of Measurement Data for Quantum Parameter Adaptation
Chen-Yu Liu, Kuan-Cheng Chen, Samuel Yen-Chi Chen, Huang wei hao, Wei-Jia Huang, Yen Jui Chang
- Published: 06 Mar 2025, Last Modified: 13 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Variational Rectified Flow Matching
Pengsheng Guo, Alex Schwing
- Published: 06 Mar 2025, Last Modified: 14 Mar 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Phase-aware Training Schedule Simplifies Learning in Flow-Based Generative Models
Francesco Insulla, Santiago Aranguri
- Published: 06 Mar 2025, Last Modified: 13 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Mamba State-Space Models Are Lyapunov-Stable Learners
John Timothy Halloran, Manbir S Gulati, Paul F Roysdon
- Published: 06 Mar 2025, Last Modified: 12 Apr 2025
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone