Yury Panikov

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commented 3 papers 16 days ago

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

Paper • 2508.03613 • Published 18 days ago • 11 •

3

The Promise of RL for Autoregressive Image Editing

Paper • 2508.01119 • Published 21 days ago • 11 •

3

Tool-integrated Reinforcement Learning for Repo Deep Search

Paper • 2508.03012 • Published 18 days ago • 18 •

3

commented 4 papers about 1 month 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 • 33 •

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 • 245 •

12

commented a paper about 2 months ago

Kwai Keye-VL Technical Report

Paper • 2507.01949 • Published Jul 2 • 128 •

3

commented 2 papers 2 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 • 129 •

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

commented 3 papers 5 months ago

Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond

Paper • 2503.10460 • Published Mar 13 • 29 •

4

R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization

Paper • 2503.10615 • Published Mar 13 • 17 •

3

Promote, Suppress, Iterate: How Language Models Answer One-to-Many Factual Queries

Paper • 2502.20475 • Published Feb 27 • 3 •

4

commented 5 papers 6 months ago

An Empirical Study on Eliciting and Improving R1-like Reasoning Models

Paper • 2503.04548 • Published Mar 6 • 8 •

3

Union of Experts: Adapting Hierarchical Routing to Equivalently Decomposed Transformer

Paper • 2503.02495 • Published Mar 4 • 8 •

4

FuseChat-3.0: Preference Optimization Meets Heterogeneous Model Fusion

Paper • 2503.04222 • Published Mar 6 • 15 •

3

How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?

Paper • 2502.14502 • Published Feb 20 • 91 •

9

AIDE: AI-Driven Exploration in the Space of Code

Paper • 2502.13138 • Published Feb 18 • 8 •

6