ICLR 2025 Workshop WSL Submissions

Hyper-Align: Efficient Modality Alignment via Hypernetworks
Jaisidh Singh, Diganta Misra, Boris Knyazev, Antonio Orvieto
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
On Symmetries in Convolutional Weights
Bilal Alsallakh, Timothy J Wroge, Vivek Miglani, Narine Kokhlikyan
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
GNNMERGE: MERGING OF GNN MODELS WITHOUT ACCESSING TRAINING DATA
Vipul Garg, Ishita Thakre, Sayan Ranu
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Model Assembly Learning with Heterogeneous Layer Weight Merging
Yi-Kai Zhang, Jin Wang, Xu-Xiang Zhong, De-Chuan Zhan, Han-Jia Ye
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Integrating Meta-Trained Hypernetworks with GBDTs and Retrieval for Tabular Data
David Bonet, Marçal Comajoan Cara, Alvaro Calafell, Daniel Mas Montserrat, Alexander G. Ioannidis
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Spotlight
- Readers: Everyone
Compressive Meta-Learning
Daniel Mas Montserrat, David Bonet, Maria Perera, Xavier Giró-i-Nieto, Alexander G. Ioannidis
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
On the internal representations of graph metanetworks
Taesun Yeom, Jaeho Lee
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Flow to Learn: Flow Matching on Neural Network Parameters
Daniel Saragih, Deyu Cao, Tejas Balaji, Ashwin Santhosh
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Improving Learning to Optimize Using Parameter Symmetries
Guy Zamir, Aryan Dokania, Bo Zhao, Rose Yu
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Mimetic Initialization of MLPs
Asher Trockman, J Zico Kolter
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Learning on LoRAs: GL-Equivariant Processing of Low-Rank Weight Spaces for Large Finetuned Models
Theo Putterman, Derek Lim, Yoav Gelberg, Stefanie Jegelka, Haggai Maron
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
ARC: Anchored Representation Clouds for High-Resolution INR Classification
Joost Luijmes, Alexander Gielisse, Roman Knyazhitskiy, Jan van Gemert
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Model Diffusion for Certifiable Few-shot Transfer Learning
Fady Rezk, Royson Lee, Henry Gouk, Timothy Hospedales, Minyoung Kim
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Spotlight
- Readers: Everyone
The Empirical Impact of Reducing Symmetries on the Performance of Deep Ensembles and MoE
Andrei Chernov, Oleg Novitskij
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
End-to-End Synthesis of Neural Programs in Weight Space
Wenhao Li, Yudong Xu, Elias Boutros Khalil, Scott Sanner
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Vanishing Feature: Diagnosing Model Merging and Beyond
Xingyu Qu, Samuel Horváth
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
The Impact of Model Zoo Size and Composition on Weight Space Learning
Damian Falk, Konstantin Schürholt, Damian Borth
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
A Model Zoo on Phase Transitions in Neural Networks
Konstantin Schürholt, Léo Meynent, Yefan Zhou, Yaoqing Yang, Damian Borth
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Unveiling the Potential of Superexpressive Networks in Implicit Neural Representations
Uvini Balasuriya Mudiyanselage, Woojin Cho, Minju Jo, Noseong Park, Kookjin Lee
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
A Model Zoo of Vision Transformers
Damian Falk, Léo Meynent, Florence Pfammatter, Konstantin Schürholt, Damian Borth
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Can We Optimize Deep RL Policy Weights as Trajectory Modeling?
Hongyao Tang
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Structure Is Not Enough: Leveraging Behavior for Neural Network Weight Reconstruction
Léo Meynent, Ivan Melev, Konstantin Schürholt, Goeran Kauermann, Damian Borth
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Can this Model Also Recognize Dogs? Zero-Shot Model Search from Weights
Jonathan Kahana, Or Nathan, Eliahu Horwitz, Yedid Hoshen
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
GradMetaNet: An Equivariant Architecture for Learning on Gradients
Yoav Gelberg, Yam Eitan, Aviv Navon, Aviv Shamsian, Theo Putterman, Haggai Maron
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Uncovering Latent Chain of Thought Vectors in Large Language Models
Jason Zhang, Scott W Viteri
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone