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The International Conference on Machine Learning is one of the world's leading conferences in the field of machine learning.
As in previous years, MPI-IS researchers will be presenting a large number of papers at the conference, which will take place in Vancouver from 13 to 19 July 2025.
On July 15th, the following posters will be presented:
Generalized Interpolating Discrete Diffusion
Great Models Think Alike and this Undermines AI Oversight
LAION-C: An Out-of-Distribution Benchmark for Web-Scale Vision Models
Position: An Empirically Grounded Identifiability Theory Will Accelerate Self Supervised Learning Research
On July 16th, three posters are in the line-up:
When, Where and Why to Average Weights?
LLMs on the Line: Data Determines Loss-to-Loss Scaling Laws
Partially Observable Reinforcement Learning with Memory Traces
And on July 17th the remaining batch are:
Generative Intervention Models for Causal Perturbation Modeling
Learning Joint Interventional Effects from Single-Variable Interventions in Additive Models
An Interpretable N-gram Perplexity Threat Model for Large Language Model Jailbreaks
Distributed Event-Based Learning via ADMM
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