ICLR 2025 Workshop FPI Submissions

Neural Flow Samplers with Shortcut Models
Wuhao Chen, Zijing Ou, Yingzhen Li
- Published: 06 Mar 2025, Last Modified: 24 Apr 2025
- FPI-ICLR2025 Poster
- Readers: Everyone
Iterative Importance Fine-tuning of Diffusion Models
Alexander Denker, Shreyas Padhy, Francisco Vargas, Johannes Hertrich
- Published: 06 Mar 2025, Last Modified: 06 May 2025
- FPI-ICLR2025 Poster
- Readers: Everyone
Blink of an eye: a simple theory for feature localization in generative models
Marvin Li, Aayush Karan, Sitan Chen
- Published: 06 Mar 2025, Last Modified: 24 Apr 2025
- FPI-ICLR2025 Poster
- Readers: Everyone
Posterior Inference with Diffusion Models for High-dimensional Black-box Optimization
Taeyoung Yun, Kiyoung Om, Jaewoo Lee, Sujin Yun, Jinkyoo Park
- Published: 06 Mar 2025, Last Modified: 24 Apr 2025
- FPI-ICLR2025 Poster
- Readers: Everyone
Outsourced diffusion sampling: Efficient posterior inference in latent spaces of generative models
Siddarth Venkatraman, Mohsin Hasan, Minsu Kim, Luca Scimeca, Marcin Sendera, Yoshua Bengio, Glen Berseth, Nikolay Malkin
- Published: 06 Mar 2025, Last Modified: 24 Apr 2025
- FPI-ICLR2025 Poster
- Readers: Everyone
VIPaint: Image Inpainting with Pre-Trained Diffusion Models via Variational Inference
Sakshi Agarwal, Gabriel Hope, Erik B. Sudderth
- Published: 06 Mar 2025, Last Modified: 24 Apr 2025
- FPI-ICLR2025 Poster
- Readers: Everyone
PINN-MEP: Continuous Neural Representations for Minimum Energy Path Discovery in Molecular Systems
Magnus Petersen, Roberto Covino
- Published: 06 Mar 2025, Last Modified: 24 Apr 2025
- FPI-ICLR2025 Poster
- Readers: Everyone
Robust Amortized Bayesian Inference with Self-Consistency Losses on Unlabeled Data
Aayush Mishra, Daniel Habermann, Marvin Schmitt, Stefan T. Radev, Paul-Christian Bürkner
- Published: 06 Mar 2025, Last Modified: 24 Apr 2025
- FPI-ICLR2025 Poster
- Readers: Everyone
A Probabilistic Approach to Self-Supervised Learning using Cyclical Stochastic Gradient MCMC
Masoumeh Javanbakhat, Christoph Lippert
- Published: 06 Mar 2025, Last Modified: 24 Apr 2025
- FPI-ICLR2025 Poster
- Readers: Everyone
Predicting 3D Structure by Latent Posterior Sampling
Azmi A. Haider, Dan Rosenbaum
- Published: 06 Mar 2025, Last Modified: 24 Apr 2025
- FPI-ICLR2025 Poster
- Readers: Everyone
Recurrent Memory for Online Interdomain Gaussian Processes
Wenlong Chen, Naoki Kiyohara, Harrison Bo Hua Zhu, Yingzhen Li
- Published: 06 Mar 2025, Last Modified: 24 Apr 2025
- FPI-ICLR2025 Poster
- Readers: Everyone
Shaping Inductive Bias in Diffusion Models through Frequency-Based Noise Control
Thomas Jiralerspong, Berton Earnshaw, Jason Hartford, Yoshua Bengio, Luca Scimeca
- Published: 06 Mar 2025, Last Modified: 24 Apr 2025
- FPI-ICLR2025 Poster
- Readers: Everyone
von Mises-Fisher Sampling of GloVe Vectors
Walid Bendada, Guillaume Salha-Galvan, Romain Hennequin, Théo Bontempelli, Thomas Bouabça, Tristan Cazenave
- Published: 06 Mar 2025, Last Modified: 24 Apr 2025
- FPI-ICLR2025 Poster
- Readers: Everyone