ICLR 2025 Workshop NFAM Submissions

Knowledge Distillation for Random Data: Soft Labels and Similarity Scores May Contain Memorized Information
Freya Behrens
- Published: 05 Mar 2025, Last Modified: 20 Apr 2025
- NFAM 2025 Poster
- Readers: Everyone
How Linearly Associative are Memories in Large Language Models?
Akshat Gupta, Nehal Sindhu, Gopala Anumanchipalli
- Published: 05 Mar 2025, Last Modified: 20 Apr 2025
- NFAM 2025 Oral
- Readers: Everyone
Memorization to Generalization: Emergence of Diffusion Models from Associative Memory Networks
Bao Pham, Gabriel Raya, Matteo Negri, Mohammed J Zaki, Luca Ambrogioni, Dmitry Krotov
- Published: 05 Mar 2025, Last Modified: 20 Apr 2025
- NFAM 2025 Oral
- Readers: Everyone
Modern Hopfield Networks with Continuous-Time Memories
Saul Santos, António Farinhas, Daniel C McNamee, Andre Martins
- Published: 05 Mar 2025, Last Modified: 20 Apr 2025
- NFAM 2025 Poster
- Readers: Everyone
BEYOND DISORDER: UNVEILING COOPERATIVENESS IN MULTIDIRECTIONAL ASSOCIATIVE MEMORIES
Andrea Alessandrelli, Adriano Barra, Federico Ricci-Tersenghi, Andrea Ladiana, Andrea Lepre
- Published: 05 Mar 2025, Last Modified: 20 Apr 2025
- NFAM 2025 Poster
- Readers: Everyone
Can memory networks play a role in task-specific modulation of neural circuits?
Susmit Agrawal, Krishn Vishwas Kher, Madhumitha V, Vineeth N. Balasubramanian
- Published: 05 Mar 2025, Last Modified: 20 Apr 2025
- NFAM 2025 Oral
- Readers: Everyone
In-context denoising with one-layer transformers: connections between attention and associative memory retrieval
Matthew Smart, Alberto Bietti, Anirvan M. Sengupta
- Published: 05 Mar 2025, Last Modified: 20 Apr 2025
- NFAM 2025 Oral
- Readers: Everyone
Decision Trees That Remember: Gradient-Based Learning of Recurrent Decision Trees with Memory
Sascha Marton, Moritz Schneider, Jannik Brinkmann, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt
- Published: 05 Mar 2025, Last Modified: 20 Apr 2025
- NFAM 2025 Poster
- Readers: Everyone
Learning Memory Mechanisms for Decision Making through Demonstration
William Yue, Bo Liu, Peter Stone
- Published: 05 Mar 2025, Last Modified: 20 Apr 2025
- NFAM 2025 Poster
- Readers: Everyone