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upvoted 2 papers about 12 hours ago

Filter, Then Reweight: Rethinking Optimization Granularity in On-Policy Distillation

Paper • 2606.02684 • Published 4 days ago • 11

MapAgent: An Industrial-Grade Agentic Framework for City-scale Lane-level Map Generation

Paper • 2606.04513 • Published 2 days ago • 14

upvoted 2 papers 1 day ago

AAD-1: Asymmetric Adversarial Distillation for One-Step Autoregressive Video Generation

Paper • 2606.03972 • Published 3 days ago • 11

Cosmos 3: Omnimodal World Models for Physical AI

Paper • 2606.02800 • Published 4 days ago • 74

upvoted 2 papers 2 days ago

Language Models Need Sleep: Learning to Self-Modify and Consolidate Memories

Paper • 2606.03979 • Published 3 days ago • 22

NVIDIA OmniDreams: Real-Time Generative World Model for Closed-Loop Autonomous Vehicle Simulation

Paper • 2606.03159 • Published 3 days ago • 20

upvoted 14 papers 3 days ago

Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding

Paper • 2605.29707 • Published 8 days ago • 136

Masking Stale Observations Helps Search Agents -- Until It Doesn't: A Regime Map and Its Mechanism

Paper • 2606.00408 • Published 7 days ago • 60

NITP: Next Implicit Token Prediction for LLM Pre-training

Paper • 2605.24956 • Published 12 days ago • 33

Where to Look: Can Foundation Models Reach a Target Viewpoint Through Active Exploration?

Paper • 2606.01247 • Published 5 days ago • 28

VLMs are Good Teachers for Video Reasoning via Adaptive Test-Time Optimization

Paper • 2606.02564 • Published 4 days ago • 29

Brain-IT-VQA: From Brain Signals to Answers

Paper • 2605.29588 • Published 8 days ago • 14

ESPO: Early-Stopping Proximal Policy Optimization

Paper • 2605.29860 • Published 8 days ago • 18

StreamChar: Long-Horizon Streaming Character Audio-Video Generation with Decoupled Orchestration

Paper • 2605.25659 • Published 11 days ago • 15

MCP-Persona: Benchmarking LLM Agents on Real-World Personal Applications via Environment Simulation

Paper • 2606.02470 • Published 4 days ago • 16

When Does Multi-Agent RL Improve LLM Workflows? Workflow, Scale, and Policy-Sharing Tradeoffs

Paper • 2605.24202 • Published 14 days ago • 17

A Matter of TASTE: Improving Coverage and Difficulty of Agent Benchmarks

Paper • 2605.28556 • Published 9 days ago • 62

RoboStressBench: Benchmarking VLM Robustness to Physical Visual Stress in Embodied Scenes

Paper • 2606.00828 • Published 6 days ago • 10

Joint Agent Memory and Exploration Learning via Novelty Signals

Paper • 2606.01528 • Published 4 days ago • 14

Speculative Pipeline Decoding: Higher-Accruacy and Zero-Bubble Speculation via Pipeline Parallelism

Paper • 2605.30852 • Published 7 days ago • 10