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upvoted a paper 2 days ago

Multi-Agent Egocentric World Model with Fine-Grained Embodied Interaction

Paper • 2610.12299 • Published 4 days ago • 52

upvoted 3 papers 10 days ago

WorldAuditBench: Interactive 3D World Auditing with Multimodal Agents

Paper • 2609.40325 • Published 12 days ago • 106

Mid-Harness: Scaling Actions Between Model and Harness for Terminal Agents

Paper • 2609.39982 • Published 12 days ago • 120

The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation

Paper • 2609.36484 • Published 13 days ago • 553

upvoted 2 papers 11 days ago

LEGO-Anything: Coding Agents for 3D Scene Reconstruction

Paper • 2609.36380 • Published 14 days ago • 130

PanoVLN: Towards Effective Panoramic Vision-and-Language Navigation

Paper • 2609.34759 • Published 14 days ago • 153

upvoted 3 papers about 1 month ago

FlashRender: Few-Step Generative Rendering via Camera-Controlled Video MeanFlow

Paper • 2609.03563 • Published Sep 3 • 18

WorldReward: Reward Modeling for Camera-Conditioned World Models

Paper • 2609.03952 • Published Sep 3 • 28

Why Gated DeltaNet Survives 4-Bit Quantization: NVFP4 W4A4 for the Recurrent Half of a Hybrid 27B LLM

Paper • 2609.04098 • Published Sep 3 • 86

upvoted a paper about 2 months ago

Beyond Pixels: From Video Priors to 4D Worlds

Paper • 2608.10744 • Published Aug 11 • 192

upvoted 2 collections 2 months ago

Efficient Stable Diffusion

Collection

Block-removed Knowledge-distilled SD models; https://github.com/Nota-NetsPresso/BK-SDM • 9 items • Updated Jul 1, 2024 • 6

Efficient Solar Open Family

Collection

Solar Open models officially optimized by Nota AI for Korea’s government-led Sovereign AI initiative as part of the Upstage consortium. • 7 items • Updated Aug 31 • 26

upvoted 7 papers 7 months ago

Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Models

Paper • 2603.25716 • Published Mar 26 • 76

ShotStream: Streaming Multi-Shot Video Generation for Interactive Storytelling

Paper • 2603.25746 • Published Mar 26 • 44

MambaEye: A Size-Agnostic Visual Encoder with Causal Sequential Processing

Paper • 2511.19963 • Published Nov 25, 2025 • 2

SegviGen: Repurposing 3D Generative Model for Part Segmentation

Paper • 2603.16869 • Published Mar 17 • 18

COMIC: Agentic Sketch Comedy Generation

Paper • 2603.11048 • Published Mar 11 • 5

Geometry-Guided Reinforcement Learning for Multi-view Consistent 3D Scene Editing

Paper • 2603.03143 • Published Mar 3 • 145

Helios: Real Real-Time Long Video Generation Model

Paper • 2603.04379 • Published Mar 4 • 176

upvoted a paper 8 months ago

Generated Reality: Human-centric World Simulation using Interactive Video Generation with Hand and Camera Control

Paper • 2602.18422 • Published Feb 20 • 30