Sam Vega

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upvoted a paper about 1 hour ago

Quo Vadis, World Modeling?

Paper • 2608.02713 • Published 6 days ago • 35

upvoted 2 papers 1 day ago

Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent

Paper • 2608.03979 • Published 5 days ago • 49

Are the Financial Reasoning from LLMs Credible? A Real World Test over Long-Horizon Statements

Paper • 2607.28661 • Published 18 days ago • 14

upvoted a paper 3 days ago

LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks

Paper • 2608.01964 • Published 6 days ago • 159

upvoted a paper 5 days ago

Metis: Memory Foundation Model

Paper • 2607.26760 • Published 11 days ago • 270

upvoted a paper 6 days ago

CAST: Game Solvers as Turn-Level Teachers for LLM Agents

Paper • 2607.25308 • Published 12 days ago • 41

upvoted a paper 7 days ago

HiFi-UMI: Learning Deployable Manipulation Policies from High-Fidelity UMI Data Alone

Paper • 2607.25895 • Published 12 days ago • 156

upvoted a paper 8 days ago

JarvisHub: An Open Harness for Canvas-Native Multimodal Creative Agents

Paper • 2607.23588 • Published 14 days ago • 125

upvoted a paper 10 days ago

Kimi K3: Open Frontier Intelligence

Paper • 2607.24653 • Published 13 days ago • 486

upvoted a paper 11 days ago

Scaling Native Multimodal Pre-Training From Scratch

Paper • 2607.22043 • Published 16 days ago • 28

upvoted a paper 12 days ago

NVIDIA-labs OO Agents: Native Python Object-Oriented Agents

Paper • 2607.20709 • Published 18 days ago • 33

upvoted a paper 13 days ago

SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD

Paper • 2607.20145 • Published 18 days ago • 74

upvoted a paper 14 days ago

SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration

Paper • 2607.15257 • Published 24 days ago • 72

upvoted a paper 15 days ago

Stale but Stable: Staleness-Adaptive Trust Regions for Stabilizing Asynchronous Reinforcement Learning

Paper • 2607.18722 • Published 19 days ago • 35

upvoted a paper 16 days ago

TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs

Paper • 2607.17423 • Published 21 days ago • 167

upvoted a paper 17 days ago

RynnBrain 1.1: Towards More Capable and Generalizable Embodied Foundation Model

Paper • 2607.17977 • Published 20 days ago • 198

upvoted a paper 18 days ago

UniVR: Thinking in Visual Space for Unified Visual Reasoning

Paper • 2607.12800 • Published 26 days ago • 32

upvoted a paper 20 days ago

Boogu-Image-0.1: Boosting Open Agentic Multimodal Generation via Understanding under a Minimal Budget

Paper • 2607.13125 • Published 22 days ago • 139

upvoted a paper 22 days ago

MuScriptor: An Open Model for Multi-Instrument Music Transcription

Paper • 2607.08168 • Published Jul 9 • 21

upvoted a paper about 1 month ago

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

Paper • 2606.29526 • Published Jun 28 • 170