Иван Сергеев

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upvoted a paper 2 months ago

Mapping CVEs to MITRE ATT&CK Techniques: A Curated Gold-Set Classifier and the Limits of LLM-Assisted Label Expansion

Paper • 2607.25572 • Published Jul 28 • 4

upvoted 2 papers 3 months ago

4D Human-Scene Reconstruction from Low-Overlap Captures

Paper • 2607.09125 • Published Jul 10 • 52

The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning

Paper • 2606.29526 • Published Jun 28 • 52

upvoted 2 papers 4 months ago

Two-Fidelity Best-Action Identification for Stochastic Minimax Tree

Paper • 2606.01708 • Published Jun 1 • 3

ABot-Earth 0.5: Generative 3D Earth Model

Paper • 2606.09967 • Published Jun 8 • 178

upvoted 4 papers 5 months ago

Good Token Hunting: A Hitchhiker's Guide to Token Selection for Visual Geometry Transformers

Paper • 2605.23892 • Published May 22 • 6

AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Paper • 2605.20025 • Published May 19 • 90

Boosting Reinforcement Learning with Verifiable Rewards via Randomly Selected Few-Shot Guidance

Paper • 2605.15012 • Published May 14 • 3

CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence

Paper • 2605.12882 • Published May 13 • 65

upvoted 4 papers 6 months ago

Unifying Group-Relative and Self-Distillation Policy Optimization via Sample Routing

Paper • 2604.02288 • Published Apr 2 • 32

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning

Paper • 2604.02721 • Published Apr 3 • 87

Adam's Law: Textual Frequency Law on Large Language Models

Paper • 2604.02176 • Published Apr 2 • 110

Sommelier: Scalable Open Multi-turn Audio Pre-processing for Full-duplex Speech Language Models

Paper • 2603.25750 • Published Mar 20 • 35

upvoted 3 papers 7 months ago

MinerU-Diffusion: Rethinking Document OCR as Inverse Rendering via Diffusion Decoding

Paper • 2603.22458 • Published Mar 23 • 98

Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning

Paper • 2603.04597 • Published Mar 4 • 39

Heterogeneous Agent Collaborative Reinforcement Learning

Paper • 2603.02604 • Published Mar 3 • 111

upvoted 4 papers 8 months ago

From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models

Paper • 2602.22859 • Published Feb 26 • 31

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 202

VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training

Paper • 2602.10693 • Published Feb 11 • 40

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise

Paper • 2602.12783 • Published Feb 13 • 25