Paul S PRO
SuperPauly
AI & ML interests
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Recent Activity
liked a model 2 days ago
tsinghua-sigs-robot-lab/veriloop-coder-e1 liked a model 2 days ago
mindlab-research/Macaron-V1-Venti liked a model 2 days ago
Nanbeige/Nanbeige4.2-3BOrganizations
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HRM-Text: Efficient Pretraining Beyond Scaling
Paper • 2605.20613 • Published • 323 -
LoopUS: Recasting Pretrained LLMs into Looped Latent Refinement Models
Paper • 2605.11011 • Published • 10 -
Less is More: Recursive Reasoning with Tiny Networks
Paper • 2510.04871 • Published • 518 -
Characterizing, Evaluating, and Optimizing Complex Reasoning
Paper • 2602.08498 • Published • 1
-
Moisesdb: A dataset for source separation beyond 4-stems
Paper • 2307.15913 • Published • 1 -
Music Source Separation with Band-Split RoPE Transformer
Paper • 2309.02612 • Published • 2 -
Hybrid Transformers for Music Source Separation
Paper • 2211.08553 • Published • 1 -
nvidia/RE-USE
Audio-to-Audio • 9.61M • Updated • 16.7k • 87
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Close the Loop: Synthesizing Infinite Tool-Use Data via Multi-Agent Role-Playing
Paper • 2512.23611 • Published • 7 -
Context as a Tool: Context Management for Long-Horizon SWE-Agents
Paper • 2512.22087 • Published • 4 -
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications
Paper • 2508.16279 • Published • 67 -
Very Large-Scale Multi-Agent Simulation in AgentScope
Paper • 2407.17789 • Published • 45
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RubricBench: Aligning Model-Generated Rubrics with Human Standards
Paper • 2603.01562 • Published • 64 -
T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning
Paper • 2603.03790 • Published • 122 -
SWE-rebench: An Automated Pipeline for Task Collection and Decontaminated Evaluation of Software Engineering Agents
Paper • 2505.20411 • Published • 97 -
SWE-rebench V2: Language-Agnostic SWE Task Collection at Scale
Paper • 2602.23866 • Published • 92
-
HRM-Text: Efficient Pretraining Beyond Scaling
Paper • 2605.20613 • Published • 323 -
LoopUS: Recasting Pretrained LLMs into Looped Latent Refinement Models
Paper • 2605.11011 • Published • 10 -
Less is More: Recursive Reasoning with Tiny Networks
Paper • 2510.04871 • Published • 518 -
Characterizing, Evaluating, and Optimizing Complex Reasoning
Paper • 2602.08498 • Published • 1
-
Moisesdb: A dataset for source separation beyond 4-stems
Paper • 2307.15913 • Published • 1 -
Music Source Separation with Band-Split RoPE Transformer
Paper • 2309.02612 • Published • 2 -
Hybrid Transformers for Music Source Separation
Paper • 2211.08553 • Published • 1 -
nvidia/RE-USE
Audio-to-Audio • 9.61M • Updated • 16.7k • 87
-
RubricBench: Aligning Model-Generated Rubrics with Human Standards
Paper • 2603.01562 • Published • 64 -
T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning
Paper • 2603.03790 • Published • 122 -
SWE-rebench: An Automated Pipeline for Task Collection and Decontaminated Evaluation of Software Engineering Agents
Paper • 2505.20411 • Published • 97 -
SWE-rebench V2: Language-Agnostic SWE Task Collection at Scale
Paper • 2602.23866 • Published • 92
-
Close the Loop: Synthesizing Infinite Tool-Use Data via Multi-Agent Role-Playing
Paper • 2512.23611 • Published • 7 -
Context as a Tool: Context Management for Long-Horizon SWE-Agents
Paper • 2512.22087 • Published • 4 -
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications
Paper • 2508.16279 • Published • 67 -
Very Large-Scale Multi-Agent Simulation in AgentScope
Paper • 2407.17789 • Published • 45