Manan Shah

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upvoted a paper 2 days ago

Leveraging Verifier-Based Reinforcement Learning in Image Editing

Paper • 2604.27505 • Published 10 days ago • 56

upvoted a paper 6 days ago

Representation Fréchet Loss for Visual Generation

Paper • 2604.28190 • Published 10 days ago • 28

upvoted a paper 17 days ago

Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation

Paper • 2604.18168 • Published 20 days ago • 97

upvoted 2 articles about 1 month ago

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Article

2. Attention Optimizations: From Standard Attention to FlashAttention

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Feb 9

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2

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Article

Keep the Tokens Flowing: Lessons from 16 Open-Source RL Libraries

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Mar 10

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145

upvoted 2 papers about 2 months ago

FlowScene: Style-Consistent Indoor Scene Generation with Multimodal Graph Rectified Flow

Paper • 2603.19598 • Published Mar 20 • 32

WorldCam: Interactive Autoregressive 3D Gaming Worlds with Camera Pose as a Unifying Geometric Representation

Paper • 2603.16871 • Published Mar 17 • 60

upvoted an article 2 months ago

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Article

Custom Kernels for All from Codex and Claude

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Feb 13

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75

upvoted a paper 3 months ago

GigaBrain-0.5M*: a VLA That Learns From World Model-Based Reinforcement Learning

Paper • 2602.12099 • Published Feb 12 • 62

upvoted an article 3 months ago

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Article

We Got Claude to Build CUDA Kernels and teach open models!

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Jan 28

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155

upvoted a paper 3 months ago

SALAD: Achieve High-Sparsity Attention via Efficient Linear Attention Tuning for Video Diffusion Transformer

Paper • 2601.16515 • Published Jan 23 • 15

upvoted 7 papers 4 months ago

Your Group-Relative Advantage Is Biased

Paper • 2601.08521 • Published Jan 13 • 158

PhysRVG: Physics-Aware Unified Reinforcement Learning for Video Generative Models

Paper • 2601.11087 • Published Jan 16 • 11

STEP3-VL-10B Technical Report

Paper • 2601.09668 • Published Jan 14 • 195

VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice

Paper • 2601.05175 • Published Jan 8 • 36

Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning

Paper • 2601.06943 • Published Jan 11 • 214

Choreographing a World of Dynamic Objects

Paper • 2601.04194 • Published Jan 7 • 14

VINCIE: Unlocking In-context Image Editing from Video

Paper • 2506.10941 • Published Jun 12, 2025 • 5

upvoted 2 articles 4 months ago

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Article

Generalist Robot Policy Evaluation in Simulation with NVIDIA Isaac Lab-Arena and LeRobot

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Jan 5

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24

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NVIDIA Cosmos Reason 2 Brings Advanced Reasoning To Physical AI

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Jan 5

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64