Yury Panikov

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upvoted 3 papers 2 days ago

Guided Self-Evolving LLMs with Minimal Human Supervision

Paper • 2512.02472 • Published 3 days ago • 46

DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published 3 days ago • 161

Deep Research: A Systematic Survey

Paper • 2512.02038 • Published 11 days ago • 54

upvoted 17 papers 21 days ago

AffordBot: 3D Fine-grained Embodied Reasoning via Multimodal Large Language Models

Paper • 2511.10017 • Published 23 days ago • 6

MuSc-V2: Zero-Shot Multimodal Industrial Anomaly Classification and Segmentation with Mutual Scoring of Unlabeled Samples

Paper • 2511.10047 • Published 22 days ago • 1

ResearchRubrics: A Benchmark of Prompts and Rubrics For Evaluating Deep Research Agents

Paper • 2511.07685 • Published 25 days ago • 9

Benchmarking Diversity in Image Generation via Attribute-Conditional Human Evaluation

Paper • 2511.10547 • Published 22 days ago • 4

Music Flamingo: Scaling Music Understanding in Audio Language Models

Paper • 2511.10289 • Published 22 days ago • 10

Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following

Paper • 2511.10507 • Published 22 days ago • 5

AlphaResearch: Accelerating New Algorithm Discovery with Language Models

Paper • 2511.08522 • Published 24 days ago • 15

Solving a Million-Step LLM Task with Zero Errors

Paper • 2511.09030 • Published 24 days ago • 19

Superpositional Gradient Descent: Harnessing Quantum Principles for Model Training

Paper • 2511.01918 • Published Nov 1 • 11

Hail to the Thief: Exploring Attacks and Defenses in Decentralised GRPO

Paper • 2511.09780 • Published 23 days ago • 26

Black-Box On-Policy Distillation of Large Language Models

Paper • 2511.10643 • Published 22 days ago • 46

PAN: A World Model for General, Interactable, and Long-Horizon World Simulation

Paper • 2511.09057 • Published 23 days ago • 75

Stemming Hallucination in Language Models Using a Licensing Oracle

Paper • 2511.06073 • Published 27 days ago • 1

Agentic Refactoring: An Empirical Study of AI Coding Agents

Paper • 2511.04824 • Published 29 days ago • 4

Adapting Web Agents with Synthetic Supervision

Paper • 2511.06101 • Published 27 days ago • 6

Toward the Frontiers of Reliable Diffusion Sampling via Adversarial Sinkhorn Attention Guidance

Paper • 2511.07499 • Published 25 days ago • 5

WMPO: World Model-based Policy Optimization for Vision-Language-Action Models

Paper • 2511.09515 • Published 23 days ago • 17