Can Vision-Language Models Predict Future States? Bootstrapping World Models from Inverse Dynamics
Autores:
Yifu Qiu, Yftah Ziser, Anna Korhonen, Shay B. Cohen, Edoardo M. Ponti
Publicado en:
Proceedings of the 65th Annual Meeting of the Association for Computational Linguistics, 2026
Editor:
Association for Computational Linguistics
Neurosymbolic Diffusion Models
Autores:
Emile van Krieken, Pasquale Minervini, Edoardo M. Ponti, Antonio Vergari
Publicado en:
The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025
Editor:
Curran Associates
Universal Cross-Tokenizer Distillation via Approximate Likelihood Matching
Autores:
Benjamin Minixhofer, Ivan Vulić, Edoardo Ponti
Publicado en:
The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025
Editor:
Curran Associates
The sparse frontier: Sparse attention trade-offs in Transformer LLMs
Autores:
Piotr Nawrot, Robert Li, Renjie Huang, Sebastian Ruder, Kelly Marchisio, Edoardo M. Ponti
Publicado en:
Proceedings of the 65th Annual Meeting of the Association for Computational Linguistics, 2026
Editor:
Association for Computational Linguistics
Inference-Time Hyper-Scaling with KV Cache Compression
Autores:
Adrian Łańcucki ~Adrian_Łańcucki1 , Konrad Staniszewski, Piotr Nawrot, Edoardo M. Ponti
Publicado en:
The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025
Editor:
Curran Associates