Beomjun Bark

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upvoted 2 papers about 3 hours ago

On-Policy or Off-Policy Learning? A Systematic Study of Distillation Dynamics

Paper • 2609.35259 • Published 8 days ago • 183

OneStreamer: Unifying Perception, Memory, and Proactive Response in Streaming Video Interaction

Paper • 2610.01762 • Published 5 days ago • 223

upvoted 2 papers 6 days ago

Duplex-MPE: Benchmarking Multi-Party Interaction in Full-Duplex Dialogue

Paper • 2609.31948 • Published 11 days ago • 89

Self-Evolving Coding Agents: From Digital Programs to Physical-World Intelligence

Paper • 2609.35432 • Published 8 days ago • 107

upvoted 3 papers 8 days ago

Rufus-Air: An Open LLM Post-Training Recipe

Paper • 2609.29421 • Published 12 days ago • 41

OmniEcho: Spatial Audio Understanding for Embodied Agents

Paper • 2609.23407 • Published 16 days ago • 35

Your Transformer Can Hold Two Thoughts at Once: Evidence of Linear Superposition in LLMs

Paper • 2609.29845 • Published 12 days ago • 104

upvoted 3 papers 18 days ago

Agora: Git as Shared Memory for Collective AutoResearch

Paper • 2609.18094 • Published 20 days ago • 58

Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents

Paper • 2609.17708 • Published 21 days ago • 78

LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence

Paper • 2609.17488 • Published 21 days ago • 815

upvoted 2 papers 20 days ago

Grouped Value Attention: Efficient KV Caching via On-Demand Key Reconstruction

Paper • 2609.13285 • Published 28 days ago • 82

Dream-RSI: Recursive Self-Improvement through Evolving Worlds

Paper • 2609.14858 • Published 22 days ago • 251

upvoted a paper 22 days ago

NCP-ArchPreview Technical Report: Moving towards Latent Space Language Models through Next Concept Prediction

Paper • 2609.10715 • Published 27 days ago • 331

upvoted 3 papers 25 days ago

WearableQA: A Benchmark for Health Reasoning over Real-World Wearable Data

Paper • 2609.05405 • Published Sep 4 • 45

AgentGrad: Intervention-guided Prompt Optimization for Multi Agent Systems

Paper • 2609.08572 • Published 28 days ago • 108

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published Aug 29 • 487

upvoted 2 papers 27 days ago

Verify Before You Distill: Prompt-Level Teacher Gating for On-Policy Distillation

Paper • 2609.02998 • Published Sep 2 • 17

Unlocking Lossless Speedups in LLMs via Discrete Diffusion

Paper • 2609.04010 • Published Sep 3 • 115

upvoted 2 papers 28 days ago

LatentPress: Context Compression Beyond Text and Vision

Paper • 2609.01507 • Published Sep 1 • 122

Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning

Paper • 2609.03430 • Published Sep 3 • 188