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ICLR 2025 Workshop FPI Submissions
An Efficient On-Policy Deep Learning Framework for Stochastic Optimal Control
Mengjian Hua
,
Mathieu Lauriere
,
Eric Vanden-Eijnden
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
Controllable Generation via Locally Constrained Resampling
Kareem Ahmed
,
Kai-Wei Chang
,
Guy Van den Broeck
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
Atomic Posterior Ensembles for Simulation-Based Inference
Sam Griesemer
,
Willie Neiswanger
,
Yan Liu
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
Self-Supervised Learning Encodes Uncertainty
Miguel De Llanza Varona
,
Ryan Singh
,
Christopher Buckley
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
Tensor-Train Unsupervised Image Segmentation
Hadi Salloum
,
Kamil Sabbagh
,
Osama Orabi
,
Amine Trabelsi
,
Ruslan Lukin
,
Yaroslav Kholodov
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
Complexity Analysis of Normalizing Constant Estimation: from Jarzynski Equality to Annealed Importance Sampling and beyond
Wei Guo
,
Molei Tao
,
Yongxin Chen
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
Quantification vs. Reduction: On Evaluating Regression Uncertainty
Domokos M. Kelen
,
Ádám Jung
,
Andras A Benczur
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
Score-Debiased Kernel Density Estimation
Elliot L Epstein
,
Rajat Vadiraj Dwaraknath
,
Thanawat Sornwanee
,
John Winnicki
,
Jerry Weihong Liu
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 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: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
Scalable Equilibrium Sampling with Sequential Boltzmann Generators
Charlie B. Tan
,
Joey Bose
,
Chen Lin
,
Leon Klein
,
Michael M. Bronstein
,
Alexander Tong
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
DDPS: Discrete Diffusion Posterior Sampling for Paths in Layered Graphs
Hao Luan
,
See-Kiong Ng
,
Chun Kai Ling
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
Greed is Good: Guided Generation from a Greedy Perspective
Zander W. Blasingame
,
Chen Liu
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
Sampling through Algorithmic Diffusion in non-convex Perceptron problems
Elizaveta Demyanenko
,
Davide Straziota
,
Carlo Lucibello
,
Carlo Baldassi
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
Neural Nonmyopic Bayesian Optimization in Dynamic Cost Settings
Sang T. Truong
,
Duc Quang Nguyen
,
Willie Neiswanger
,
Ryan-Rhys Griffiths
,
Stefano Ermon
,
Nick Haber
,
Sanmi Koyejo
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
Follow Hamiltonian Leader: An Efficient Energy-Guided Sampling Method
Yunfei Teng
,
Sixin Zhang
,
Yao Li
,
Kai Chen
,
Di He
,
Qiwei Ye
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
Fast Solvers for Discrete Diffusion Models: Theory and Applications of High-Order Algorithms
Yinuo Ren
,
Haoxuan Chen
,
Yuchen Zhu
,
Wei Guo
,
Yongxin Chen
,
Grant M. Rotskoff
,
Molei Tao
,
Lexing Ying
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
Phase-aware Training Schedule Simplifies Learning in Flow-Based Generative Models
Francesco Insulla
,
Santiago Aranguri
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
LEAPS: A discrete neural sampler via locally equivariant networks
Peter Holderrieth
,
Michael Samuel Albergo
,
Tommi Jaakkola
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Oral
Readers:
Everyone
Do You See the Shape? Diffusion Models for Noisy Radar Scattering Problems
Neel Sortur
,
Justin Goodwin
,
Rajmonda S. Caceres
,
Robin Walters
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
Probabilistic video prediction using conditional score diffusion
Pierre-Etienne H Fiquet
,
Eero P Simoncelli
Published: 06 Mar 2025, Last Modified: 09 Jun 2025
FPI-ICLR2025 Poster
Readers:
Everyone
Score-Based Deterministic Density Sampling
Vasily Ilin
,
Bamdad Hosseini
,
Jingwei Hu
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
EQM-MPD: EQUIVARIANT ON-MANIFOLD MOTION PLANNING DIFFUSION
Evangelos Chatzipantazis
,
Nishanth Rao
,
Kostas Daniilidis
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
Continuously Tempered Diffusion Samplers
Ezra Erives
,
Bowen Jing
,
Peter Holderrieth
,
Tommi Jaakkola
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
Distributionally Robust Posterior Sampling - A Variational Bayes Approach
Bohan Wu
,
Bennett Zhu
,
David Blei
Published: 06 Mar 2025, Last Modified: 02 May 2025
FPI-ICLR2025 Oral
Readers:
Everyone
Deep Optimal Sensor Placement for Black Box Stochastic Simulations
Paula Cordero Encinar
,
Tobias Schröder
,
Peter Yatsyshin
,
Andrew B. Duncan
Published: 06 Mar 2025, Last Modified: 24 Apr 2025
FPI-ICLR2025 Poster
Readers:
Everyone
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