Ojas

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upvoted 3 papers about 6 hours ago

UserArena: Benchmarking Interactive User Simulation for Long-Horizon Shopping Agents

Paper • 2610.30932 • Published 5 days ago • 53

Dual Exam: Controlled Evaluation of Multimodal Agents and World Models

Paper • 2610.31066 • Published 5 days ago • 26

Easy-3Dfy: Object-Level Geometric Composition for Single-Image 3D Scene Construction

Paper • 2610.32250 • Published 4 days ago • 9

upvoted 2 papers about 24 hours ago

LaLa-World: Scaling Latent World Models with Natural Language Actions

Paper • 2610.27851 • Published 6 days ago • 58

Self-Distilling Future Video Representations for World Action Models

Paper • 2610.30320 • Published 6 days ago • 50

upvoted 2 papers 2 days ago

Language Models Learn to Improve Language Models

Paper • 2610.23344 • Published 11 days ago • 23

DONIC: Generalist Dexterous Bimanual Tracking Control from Human Demonstrations

Paper • 2610.29997 • Published 6 days ago • 161

upvoted 2 papers 3 days ago

Agent World Model in the Wild: Computer-Use Agent Environment Synthesis

Paper • 2610.26828 • Published 8 days ago • 102

PVBench: Quantifying Physical Plausibility in Video Generation with Object-Level Physical Measurements

Paper • 2610.26711 • Published 8 days ago • 10

upvoted 3 papers 4 days ago

RealMe: Immersive Volumetric Video from Minimal Captures

Paper • 2610.30023 • Published 6 days ago • 28

Looking Ahead: Modeling Future Evolution in Autoregressive Video Generation

Paper • 2610.29989 • Published 6 days ago • 173

Socratic Skill Learning: Interleaving Teaching and Practice for Transferable Agent Skills

Paper • 2610.17860 • Published 14 days ago • 51

upvoted 4 papers 5 days ago

World Model Interpretability: From Decoding Representations to Understanding Latent Worlds

Paper • 2610.25296 • Published 9 days ago • 9

AffordanceWAM: Affordance-Aware Joint World-Action Modeling for Robot Manipulation

Paper • 2609.22332 • Published 9 days ago • 25

AnyGoal: On World Model Generalization Beyond Expert Rollouts

Paper • 2610.26844 • Published 8 days ago • 47

OR-License: Evaluating LLM Agents as Real-World Operations Research Practitioners

Paper • 2610.24087 • Published 11 days ago • 63

upvoted 3 papers 6 days ago

Can World and Action Modeling Benefit Each Other under Unified Causal Training?

Paper • 2610.21095 • Published 12 days ago • 36

ForcingBooster: Adaptive Patch-wise Denoising for Fast Autoregressive Video Diffusion

Paper • 2610.12625 • Published 19 days ago • 43

VLA-Δ: Learning Physical State Transition for Vision-Language-Action Models

Paper • 2610.21306 • Published 12 days ago • 65

upvoted a paper 7 days ago

WorldCast: Exploring Intelligent Visual Generation in World State Prediction

Paper • 2610.20731 • Published 13 days ago • 40