Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Levelby Antoine Grosnit, Alexandre Maraval, James…
Local Loss Optimization in the Infinite Width: Stable Parameterization of Predictive Coding Networks and Target…
Online Relational Inference for Evolving Multi-agent Interacting Systemsby Beomseok Kang, Priyabrata Saha, Sudarshan Sharma, Biswadeep…
Guiding Neural Collapse: Optimising Towards the Nearest Simplex Equiangular Tight Frameby Evan Markou, Thalaiyasingam Ajanthan,…
Gradient-free training of recurrent neural networksby Erik Lien Bolager, Ana Cukarska, Iryna Burak, Zahra Monfared,…
Robust and Unbounded Length Generalization in Autoregressive Transformer-Based Text-to-Speechby Eric Battenberg, RJ Skerry-Ryan, Daisy Stanton,…
Trajectory Flow Matching with Applications to Clinical Time Series Modelingby Xi Zhang, Yuan Pu, Yuki…
Fast constrained sampling in pre-trained diffusion modelsby Alexandros Graikos, Nebojsa Jojic, Dimitris SamarasFirst submitted to…
Parallel Backpropagation for Inverse of a Convolution with Application to Normalizing Flowsby Sandeep Nagar, Girish…
Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Designby Chenyu…