Muhammad Umair

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upvoted a paper 1 day ago

Jeva: System One Models from First Principles

Paper • 2610.18773 • Published 3 days ago • 278

upvoted 2 papers 12 days ago

Scaling Properties of Same-Family On-Policy Distillation

Paper • 2609.32722 • Published 20 days ago • 327

Raven: The Harness of Harnesses for Composable Agentic Intelligence

Paper • 2609.33439 • Published 19 days ago • 595

upvoted 2 papers 28 days ago

SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness

Paper • 2609.20519 • Published 29 days ago • 140

DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression

Paper • 2609.19969 • Published 29 days ago • 229

upvoted a paper 29 days ago

Continual Learning Mechanisms Compose for Long-Horizon Memorization

Paper • 2609.06986 • Published Sep 7 • 376

upvoted 6 papers about 1 month ago

Benchmark Radar: A Living Database and Search Engine for AI Benchmarks and Evaluation

Paper • 2609.11115 • Published Sep 10 • 165

Agentic Visual Generation: From Generative Models to Agentic Control

Paper • 2609.06758 • Published Sep 6 • 35

Marigold V2: Revisiting Diffusion Transformers for Monocular Depth Estimation

Paper • 2609.08084 • Published Sep 8 • 71

LightNav-0: Eliciting VLM Spatial Intelligence for Generalist Embodied Navigation

Paper • 2608.30935 • Published Aug 31 • 34

LoopArena: Benchmarking Models as Runtime Controllers for Loop Engineering

Paper • 2608.28281 • Published Aug 28 • 99

Lucida: Parse, Generate, and Place for Composable Real-to-Sim Scene Modeling

Paper • 2608.30821 • Published Aug 31 • 69

upvoted 8 papers about 2 months ago

Agentic Game Development as a Verifiable Trajectory Data Engine for Scaling World Models

Paper • 2608.25518 • Published Aug 26 • 57

JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution

Paper • 2608.25593 • Published Aug 26 • 69

WeMM-Embedding: WeChat Multi-Modal Embedding Technical Report

Paper • 2608.24053 • Published Aug 25 • 71

TLive-Omni: An Omni-Modal Understanding Model for E-Commerce Live Streaming

Paper • 2608.20958 • Published Aug 21 • 60

Apodex 1.1: Scaling Agentic Intelligence for Complex Work

Paper • 2608.23283 • Published Aug 24 • 212

Graph Engineering in the Era of LLM Agents: From Individual Intelligence to System Intelligence

Paper • 2608.21156 • Published Aug 21 • 66

EnvHarness: Awakening Static Worlds for Agent Learning

Paper • 2608.19880 • Published Aug 20 • 162

Embodied-Navigator: Point, Think, Memorize, and Align for Efficient Navigation

Paper • 2608.17512 • Published Aug 18 • 53