ICML 2024 Workshop SPIGM Submissions

Transformers with Stochastic Competition for Tabular Data Modelling
Andreas Voskou, Charalambos Christoforou, Sotirios Chatzis
- Published: 17 Jun 2024, Last Modified: 18 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Reliability Thresholds for the Bethe Free Energy Approximation
Harald Leisenberger, Christian Knoll, Franz Pernkopf
- Published: 17 Jun 2024, Last Modified: 18 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Predictive Uncertainties Based on Proper Scoring Rules
Nikita Kotelevskii, Maxim Panov
- Published: 17 Jun 2024, Last Modified: 13 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Diffusion Domain Expansion: Learning to Coordinate Pre-Trained Diffusion Models
Egor Lifar, Semyon Savkin, Timur Garipov, Shangyuan Tong, Tommi Jaakkola
- Published: 17 Jun 2024, Last Modified: 19 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Test-Time Adaptation with State-Space Models
Mona Schirmer, Dan Zhang, Eric Nalisnick
- Published: 17 Jun 2024, Last Modified: 18 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Generative Autoencoding of Dropout Patterns
Shunta Maeda
- Published: 17 Jun 2024, Last Modified: 02 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Aligned Diffusion Models for Retrosynthesis
Najwa Laabid, Severi Rissanen, Markus Heinonen, Arno Solin, Vikas Garg
- Published: 17 Jun 2024, Last Modified: 29 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Amortized Active Causal Induction with Deep Reinforcement Learning
Yashas Annadani, Panagiotis Tigas, Stefan Bauer, Adam Foster
- Published: 17 Jun 2024, Last Modified: 02 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
On the Expressive Power of Tree-Structured Probabilistic Circuits
Lang Yin, Han Zhao
- Published: 17 Jun 2024, Last Modified: 20 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Learning Latent Graph Structures and their Uncertainty
Alessandro Manenti, Daniele Zambon, Cesare Alippi
- Published: 17 Jun 2024, Last Modified: 10 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Discrete Diffusion Posterior Sampling for Protein Design
Mert Cemri, Ajil Jalal, Kannan Ramchandran
- Published: 17 Jun 2024, Last Modified: 19 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Analyzing GFlowNets: Stability, Expressiveness, and Assessment
Tiago Silva, Eliezer de Souza da Silva, Rodrigo Barreto Alves, Luiz Max Carvalho, Amauri H Souza, Samuel Kaski, Vikas Garg, Diego Mesquita
- Published: 17 Jun 2024, Last Modified: 02 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Diffusion-based Episodes Augmentation for Offline Multi-Agent Reinforcement Learning
Jihwan Oh, Sungnyun Kim, Gahee Kim, SeongHwan Kim, Se-Young Yun
- Published: 17 Jun 2024, Last Modified: 11 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Improving Consistency Models with Generator-Induced Coupling
Thibaut Issenhuth, Ludovic Dos Santos, Jean-Yves Franceschi, Alain Rakotomamonjy
- Published: 17 Jun 2024, Last Modified: 15 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Benchmarking Uncertainty Disentanglement: Specialized Uncertainties for Specialized Tasks
Bálint Mucsányi, Michael Kirchhof, Seong Joon Oh
- Published: 17 Jun 2024, Last Modified: 29 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Stochastic Concept Bottleneck Models
Moritz Vandenhirtz, Sonia Laguna, Ričards Marcinkevičs, Julia E Vogt
- Published: 17 Jun 2024, Last Modified: 11 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Continual Deep Learning on the Edge via Stochastic Local Competition among Subnetworks
Theodoros Christophides, Kyriakos Tolias, Sotirios Chatzis
- Published: 17 Jun 2024, Last Modified: 02 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Slicedit: Zero-Shot Video Editing With Text-to-Image Diffusion Models Using Spatio-Temporal Slices
Nathaniel Cohen, Vladimir Kulikov, Matan Kleiner, Inbar Huberman-Spiegelglas, Tomer Michaeli
- Published: 17 Jun 2024, Last Modified: 17 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Regularized Distribution Matching Distillation for One-step Unpaired Image-to-Image Translation
Denis Rakitin, Ivan Shchekotov, Dmitry Vetrov
- Published: 17 Jun 2024, Last Modified: 16 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Gradient-based Discrete Sampling with Automatic Cyclical Scheduling
Patrick Pynadath, Riddhiman Bhattacharya, ARUN NARAYANAN HARIHARAN, Ruqi Zhang
- Published: 17 Jun 2024, Last Modified: 19 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Zero-Shot Unsupervised and Text-Based Audio Editing Using DDPM Inversion
Hila Manor, Tomer Michaeli
- Published: 17 Jun 2024, Last Modified: 13 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Variance reduction of diffusion model's gradients with Taylor approximation-based control variate
Paul Jeha, Will Sussman Grathwohl, Michael Riis Andersen, Carl Henrik Ek, Jes Frellsen
- Published: 17 Jun 2024, Last Modified: 19 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
von Mises Quasi-Processes for Bayesian Circular Regression
Yarden Cohen, Alexandre Khae Wu Navarro, Jes Frellsen, Richard E. Turner, Raziel Riemer, Ari Pakman
- Published: 17 Jun 2024, Last Modified: 02 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Amortized Probabilistic Detection of Communities in Graphs
Yueqi Wang, Yoonho Lee, Pallab Basu, Juho Lee, Yee Whye Teh, Liam Paninski, Ari Pakman
- Published: 17 Jun 2024, Last Modified: 13 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
The Convolution-Closed Hurdle Motif With an Application to Tensor Decomposition
John Hood, Aaron Schein
- Published: 17 Jun 2024, Last Modified: 20 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone