Sam Vega

svega85's activity

• All
• Models
• Datasets
• Spaces
• Buckets
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

upvoted a paper about 5 hours ago

HuatuoGPT-3: RL-Only Domain Adaptation from Base Models

Paper • 2610.05966 • Published 4 days ago • 33

upvoted a paper 9 days ago

Evidence-Grounded Auditing of Identification Assumptions in Climate-Policy Causal Evaluations

Paper • 2609.30867 • Published 14 days ago • 6

upvoted a paper 12 days ago

Blaming Across the Aisle: Political Contrasting and Blame Attribution in the Danish Parliament

Paper • 2609.26346 • Published 17 days ago • 11

upvoted a paper 14 days ago

From Pattern Recognizers to Personalized Companions: A Survey of Large Language Models in Mental Health

Paper • 2609.25186 • Published 18 days ago • 32

upvoted a paper 15 days ago

1% of Tokens Can Be Enough: On Gradient Estimation in On-Policy Distillation

Paper • 2609.24432 • Published 18 days ago • 16

upvoted a paper 16 days ago

RetireOPD: Self-Retiring On-Policy Distillation for Agentic Reinforcement Learning

Paper • 2609.20784 • Published 22 days ago • 57

upvoted a paper 17 days ago

ActionPiece: Rethinking Action Tokenization for Autoregressive Vision-Language-Action Models

Paper • 2609.18487 • Published 23 days ago • 48

upvoted a paper 18 days ago

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

Paper • 2609.17708 • Published 24 days ago • 78

upvoted a paper 19 days ago

ModularRSI: Modular and Generalizable Recursive Harness Self-Improvement

Paper • 2609.14857 • Published 25 days ago • 215

upvoted a paper 20 days ago

PhysStream: Streaming Physics-Grounded Video Generation with Structured Scene Memory and Fine-Grained Motion Control

Paper • 2609.17521 • Published 24 days ago • 10

upvoted a paper 21 days ago

Not All Prompts Are Equal: Exploration-Guided Prompt Scaffolding for Multimodal Reinforcement Post-Training

Paper • 2609.15051 • Published 25 days ago • 14

upvoted a paper 23 days ago

EvoSafeHarness: Evolving Model- and Domain-Specific Harnesses for Securing Agents

Paper • 2609.05903 • Published Sep 5 • 65

upvoted a paper 24 days ago

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

Paper • 2609.10715 • Published about 1 month ago • 331

upvoted a paper 25 days ago

Scores Alone Do Not Prove Discovery: The Discovery Certification Protocol for Auditing AI Research Agents

Paper • 2609.09219 • Published Sep 7 • 16

upvoted 2 papers 27 days ago

RoboTok: An Internet-Scale Data Engine for Human Demonstration Retrieval and Dexterous Manipulation Learning

Paper • 2609.03199 • Published Sep 2 • 31

Why Gated DeltaNet Survives 4-Bit Quantization: NVFP4 W4A4 for the Recurrent Half of a Hybrid 27B LLM

Paper • 2609.04098 • Published Sep 3 • 86

upvoted a paper 28 days ago

SynthGait-19K: A Physically Grounded Synthetic Video Dataset for Gait Parameter Estimation

Paper • 2609.08108 • Published Sep 8 • 18

upvoted a paper 29 days ago

FlowBalance: Verifier-Grounded Self-Improvement from On-Policy Reasoning Experience

Paper • 2609.03241 • Published Sep 3 • 54

upvoted 2 papers about 1 month ago

τ^τ-Bench: An Environment for End-To-End, Realistic Agent Construction

Paper • 2609.04611 • Published Sep 4 • 11

Terminal-Universe: Turning Agent Trajectories into Scalable Terminal Environments

Paper • 2609.04148 • Published Sep 3 • 249