Anastasia Volkova

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upvoted 4 papers about 2 months ago

AutoRubric-T2I: Robust Rule-Based Reward Model for Text-to-Image Alignment

Paper • 2605.17602 • Published May 20 • 19

Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers

Paper • 2605.06169 • Published May 7 • 238

Maestro: Reinforcement Learning to Orchestrate Hierarchical Model-Skill Ensembles

Paper • 2605.22177 • Published May 21 • 21

Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining

Paper • 2605.14747 • Published May 14 • 147

upvoted 5 papers 2 months ago

DiffRetriever: Parallel Representative Tokens for Retrieval with Diffusion Language Models

Paper • 2605.07210 • Published May 8 • 4

CGM-JEPA: Learning Consistent Continuous Glucose Monitor Representations via Predictive Self-Supervised Pretraining

Paper • 2605.00933 • Published May 1 • 2

Length Value Model: Scalable Value Pretraining for Token-Level Length Modeling

Paper • 2604.27039 • Published Apr 29 • 26

Leveraging Verifier-Based Reinforcement Learning in Image Editing

Paper • 2604.27505 • Published Apr 30 • 59

Heterogeneous Scientific Foundation Model Collaboration

Paper • 2604.27351 • Published Apr 30 • 222

upvoted 6 papers 3 months ago

Modeling Sparse and Bursty Vulnerability Sightings: Forecasting Under Data Constraints

Paper • 2604.16038 • Published Apr 17 • 4

Near-Future Policy Optimization

Paper • 2604.20733 • Published Apr 22 • 77

ClawBench: Can AI Agents Complete Everyday Online Tasks?

Paper • 2604.08523 • Published Apr 9 • 265

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

Paper • 2604.02721 • Published Apr 3 • 639

ACES: Who Tests the Tests? Leave-One-Out AUC Consistency for Code Generation

Paper • 2604.03922 • Published Apr 5 • 53

PEARL: Personalized Streaming Video Understanding Model

Paper • 2603.20422 • Published Mar 20 • 40

upvoted 5 papers 4 months ago

PixelSmile: Toward Fine-Grained Facial Expression Editing

Paper • 2603.25728 • Published Mar 26 • 118

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

Paper • 2603.22458 • Published Mar 23 • 138

Generation Models Know Space: Unleashing Implicit 3D Priors for Scene Understanding

Paper • 2603.19235 • Published Mar 19 • 95

InCoder-32B: Code Foundation Model for Industrial Scenarios

Paper • 2603.16790 • Published Mar 17 • 312

HSImul3R: Physics-in-the-Loop Reconstruction of Simulation-Ready Human-Scene Interactions

Paper • 2603.15612 • Published Mar 16 • 153