Yury Panikov

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commented 2 papers 5 days ago

Gated Associative Memory: A Parallel O(N) Architecture for Efficient Sequence Modeling

Paper • 2509.00605 • Published 10 days ago • 41 •

5

Baichuan-M2: Scaling Medical Capability with Large Verifier System

Paper • 2509.02208 • Published 7 days ago • 35 •

2

commented 3 papers 6 days ago

SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning

Paper • 2509.02479 • Published 7 days ago • 78 •

2

UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

Paper • 2509.02544 • Published 7 days ago • 110 •

4

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published 7 days ago • 172 •

2

commented a paper 7 days ago

A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers

Paper • 2508.21148 • Published 12 days ago • 135 •

3

commented a paper 8 days ago

Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning

Paper • 2508.20751 • Published 12 days ago • 87 •

5

commented a paper 14 days ago

AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs

Paper • 2508.16153 • Published 18 days ago • 139 •

9

commented 3 papers about 1 month ago

Goedel-Prover-V2: Scaling Formal Theorem Proving with Scaffolded Data Synthesis and Self-Correction

Paper • 2508.03613 • Published Aug 5 • 11 •

3

The Promise of RL for Autoregressive Image Editing

Paper • 2508.01119 • Published Aug 1 • 11 •

3

Tool-integrated Reinforcement Learning for Repo Deep Search

Paper • 2508.03012 • Published Aug 5 • 19 •

3

commented 4 papers about 2 months ago

Inverse Reinforcement Learning Meets Large Language Model Post-Training: Basics, Advances, and Opportunities

Paper • 2507.13158 • Published Jul 17 • 24 •

2

Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning

Paper • 2507.14137 • Published Jul 18 • 34 •

5

A Data-Centric Framework for Addressing Phonetic and Prosodic Challenges in Russian Speech Generative Models

Paper • 2507.13563 • Published Jul 17 • 51 •

3

A Survey of Context Engineering for Large Language Models

Paper • 2507.13334 • Published Jul 17 • 251 •

12

commented a paper 2 months ago

Kwai Keye-VL Technical Report

Paper • 2507.01949 • Published Jul 2 • 130 •

3

commented 2 papers 3 months ago

RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling

Paper • 2506.08672 • Published Jun 10 • 31 •

3

Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models

Paper • 2506.06395 • Published Jun 5 • 130 •

21

commented 2 papers 4 months ago

X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains

Paper • 2505.03981 • Published May 6 • 15 •

3

Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities

Paper • 2505.02567 • Published May 5 • 79 •

5