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NeurIPS 2026Tel AvivTel-AvivMentee RoboticsMechanistic interpretability

On the Recall Scaling Laws in Mamba: A Theoretical and Mechanistic Study via Hashing

Mamba performs associative recall via implicit linear hashing, and Recall Scaling Laws predict required dimensions and success probabilities for perfect recall.

Yuval Koren, Assaf Ben-Kish, Raja Giryes, Lior Wolf and 1 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026OralTel AvivLightricksAdobe ResearchTel-AvivDeep RL

ParetoSlider: Diffusion Models Post-Training for Continuous Reward Control

ParetoSlider trains one diffusion model with continuous preference weights to approximate the full Pareto front, enabling inference-time navigation of trade-offs between conflicting generative goals without retraining.

Shelly Golan, Michael Finkelson, Ariel Bereslavsky, Yotam Nitzan and 1 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026 · ▲ 15 on Hugging Face

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AI panel: 11 of 20 reviewers recommend it
lenient 5/5
medium 6/10
strict 0/5