ICML 2024 Workshop SPIGM Submissions

EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation
Yuqiao Wen, Behzad Shayegh, Chenyang Huang, Yanshuai Cao, Lili Mou
- Published: 17 Jun 2024, Last Modified: 02 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational Posteriors
Wasu Top Piriyakulkij, Yingheng Wang, Volodymyr Kuleshov
- Published: 17 Jun 2024, Last Modified: 17 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Cell Morphology-Guided Small Molecule Generation with GFlowNets
Stephen Zhewen Lu, Ziqing Lu, Ehsan Hajiramezanali, Tommaso Biancalani, Yoshua Bengio, Gabriele Scalia, Michał Koziarski
- Published: 17 Jun 2024, Last Modified: 12 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Caduceus: Bi-Directional Equivariant Long-Range DNA Sequence Modeling
Yair Schiff, Chia Hsiang Kao, Aaron Gokaslan, Tri Dao, Albert Gu, Volodymyr Kuleshov
- Published: 17 Jun 2024, Last Modified: 09 Jul 2024
- 2nd SPIGM @ ICML Oral
- Readers: Everyone
Bidirectional Consistency Models
Liangchen Li, Jiajun He
- Published: 17 Jun 2024, Last Modified: 08 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Diffusion Models with Group Equivariance
Haoye Lu, Spencer Szabados, Yaoliang Yu
- Published: 17 Jun 2024, Last Modified: 05 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Informed Meta-Learning
Kasia Kobalczyk, Mihaela van der Schaar
- Published: 17 Jun 2024, Last Modified: 02 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Upper Error Bounds for Score-Based Inverse Problem Solving in Imaging
Irina Dobrianski, Dominik Narnhofer, Thomas Pock
- Published: 17 Jun 2024, Last Modified: 18 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Learning high-dimensional mixed models via amortized variational inference
Priscilla Ong, Manuel Haussmann, Harri Lähdesmäki
- Published: 17 Jun 2024, Last Modified: 14 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Stabilizing the Training of Consistency Models with Score Guidance
Jeongjun Lee, Jonggeon Park, Jongmin Yoon, Juho Lee
- Published: 17 Jun 2024, Last Modified: 03 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Improving Flow Matching for Posterior Inference with Physics-based Controls
Benjamin Holzschuh, Nils Thuerey
- Published: 17 Jun 2024, Last Modified: 19 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Teaching dark matter simulations to speak the halo language
Shivam Pandey, Francois Lanusse, Chirag Modi, Benjamin Dan Wandelt
- Published: 17 Jun 2024, Last Modified: 27 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Tuning-Free Alignment of Diffusion Models with Direct Noise Optimization
Zhiwei Tang, Jiangweizhi Peng, Jiasheng Tang, Mingyi Hong, Fan Wang, Tsung-Hui Chang
- Published: 17 Jun 2024, Last Modified: 17 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Transferable Reinforcement Learning via Generalized Occupancy Models
Chuning Zhu, Xinqi Wang, Tyler Han, Simon Shaolei Du, Abhishek Gupta
- Published: 17 Jun 2024, Last Modified: 13 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
GLAD: Improving Latent Graph Generative Modeling with Simple Quantization
Van Khoa Nguyen, Yoann Boget, Frantzeska Lavda, Alexandros Kalousis
- Published: 17 Jun 2024, Last Modified: 18 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Learnability of Parameter-Bounded Bayes Nets
Arnab Bhattacharyya, Davin Choo, Sutanu Gayen, Dimitrios Myrisiotis
- Published: 17 Jun 2024, Last Modified: 07 Jul 2024
- 2nd SPIGM @ ICML Poster
- Readers: Everyone