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Awesome deterministic β curated papers, datasets & benchmarks Β· Awesome Large Language Models
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9 papers tagged deterministic β re-sort below
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9 papers Β· trending (default)
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Stochastic CHAOS: Why Deterministic Inference Kills, and Distributional Variability Is the Heartbeat of Artifical Cognition
(2026)
Tanmay Joshi et al.
1.94
Memanto: Typed Semantic Memory with Information-Theoretic Retrieval for Long-Horizon Agents
(2026)
Seyed Moein Abtahi et al.
1.94
ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration
(2026)
Ruofeng Yang et al.
1.89
InfiniteScienceGym: An Unbounded, Procedurally-Generated Benchmark for Scientific Analysis
(2026)
Oliver Bentham et al.
1.83
TDM-R1: Reinforcing Few-Step Diffusion Models with Non-Differentiable Reward
(2026)
Yihong Luo et al.
1.78
Fanar-Sadiq: A Multi-Agent Architecture for Grounded Islamic QA
(2026)
Ummar Abbas et al.
1.78
Learning Few-Step Diffusion Models by Trajectory Distribution Matching
(2025)
Yihong Luo et al.
1.28
VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model
(2025)
Haozhan Shen et al.
1.28
Improved Distribution Matching Distillation for Fast Image Synthesis
(2024)
Tianwei Yin et al.
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