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upvoted 2 papers about 21 hours ago

Causal-rCM: A Unified Teacher-Forcing and Self-Forcing Open Recipe for Autoregressive Diffusion Distillation in Streaming Video Generation and Interactive World Models

Paper • 2606.25473 • Published 3 days ago • 21

Improved Large Language Diffusion Models

Paper • 2606.25331 • Published 3 days ago • 41

upvoted 2 papers 2 days ago

Qwen-AgentWorld: Language World Models for General Agents

Paper • 2606.24597 • Published 4 days ago • 128

Are We Ready For An Agent-Native Memory System?

Paper • 2606.24775 • Published 4 days ago • 103

upvoted 9 papers 3 days ago

Deep Research in Physical Sciences: A Multi-Agent Framework and Comprehensive Benchmark

Paper • 2606.18648 • Published 10 days ago • 14

SkillHarness: Harnessing Safe Skills for Computer-Use Agents

Paper • 2606.20636 • Published 25 days ago • 20

EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory

Paper • 2606.21649 • Published 8 days ago • 31

World Action Models: A Survey

Paper • 2606.20781 • Published 9 days ago • 54

KaLM-Reranker-V1: Fast but Not Late Interaction for Compressed Document Reranking

Paper • 2606.22807 • Published 5 days ago • 47

PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems

Paper • 2606.22388 • Published 6 days ago • 95

ENPIRE: Agentic Robot Policy Self-Improvement in the Real World

Paper • 2606.19980 • Published 9 days ago • 14

Context-Aware RL for Agentic and Multimodal LLMs

Paper • 2606.17053 • Published 12 days ago • 16

Playful Agentic Robot Learning

Paper • 2606.19419 • Published 10 days ago • 50

upvoted a paper 8 days ago

Kairos: A Native World Model Stack for Physical AI

Paper • 2606.16533 • Published 11 days ago • 37

upvoted a paper 9 days ago

Learning from the Self-future: On-policy Self-distillation for dLLMs

Paper • 2606.18195 • Published 11 days ago • 76

upvoted 5 papers 10 days ago

Hierarchical Advantage Weighting for Online RL Fine-Tuning of VLAs from Sparse Episode Outcomes

Paper • 2606.17043 • Published 12 days ago • 10

MVEB: Massive Video Embedding Benchmark

Paper • 2606.14958 • Published 15 days ago • 16

PhoneHarness: Harnessing Phone-Use Agents through Mixed GUI, CLI, and Tool Actions

Paper • 2606.14832 • Published 15 days ago • 12

Nemotron 3 Ultra: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning

Paper • 2606.15007 • Published 15 days ago • 16

Retrieve, Don't Retrain: Extending Vision Language Action Models to New Tasks at Test Time

Paper • 2606.15631 • Published 13 days ago • 16