Exploring Autonomous Agentic Data Engineering for Model Specialization
Paper • 2605.30407 • Published • 22
Yury Panikov
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Not All Disagreement Is Learnable: Token Teachability in On-Policy DistillationOrganizations
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SAAS: Self-Aware Reinforcement Learning for Over-Search Mitigation in Agentic Search
Paper • 2605.29796 • Published • 24
Not All Disagreement Is Learnable: Token Teachability in On-Policy Distillation
Paper • 2605.26844 • Published • 25
SCOPE: Self-Play via Co-Evolving Policies for Open-Ended Tasks
Paper • 2605.31433 • Published • 25
dMoE: dLLMs with Learnable Block Experts
Paper • 2605.30876 • Published • 35
Task-Focused Memorization for Multimodal Agents
Paper • 2605.31075 • Published • 31
SANA-Streaming: Real-time Streaming Video Editing with Hybrid Diffusion Transformer
Paper • 2605.30409 • Published • 36
GGT-100K: Generative Ground Truth for Generalizable Real-World Image Restoration
Paper • 2605.31039 • Published • 40
LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards
Paper • 2605.31584 • Published • 41
Mellum2 Technical Report
Paper • 2605.31268 • Published • 51
Representation Forcing for Bottleneck-Free Unified Multimodal Models
Paper • 2605.31604 • Published • 56
Trust-Region Behavior Blending for On-Policy Distillation
Paper • 2605.31159 • Published • 64
COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation
Paper • 2605.31264 • Published • 103
GrepSeek: Training Search Agents for Direct Corpus Interaction
Paper • 2605.29307 • Published • 98
ORACLE: Anticipating Scams from Partial Trajectories in Streaming App Usage
Paper • 2605.16363 • Published • 1
PhoneWorld: Scaling Phone-Use Agent Environments
Paper • 2605.29486 • Published • 8
Reducing Political Manipulation with Consistency Training
Paper • 2605.22771 • Published • 1
Tiny but Trusted: Efficient Vision-Language Reasoning for Time-Series Anomaly Detection
Paper • 2605.30344 • Published • 1
Uniform Diffusion Models Revisited: Leave-One-Out Denoiser and Absorbing State Reformulation
Paper • 2605.22765 • Published • 4
OmniInteract: Benchmarking Real-World Streaming Interaction for Real-Time Omnimodal Assistants
Paper • 2605.26485 • Published • 3