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upvoted a paper 1 day ago

Hierarchical Continuous Diffusion Language Models

Paper • 2610.02193 • Published 3 days ago • 77

upvoted a paper 3 days ago

ThinkV2V: Unleashing the Reasoning Capability of MLLMs for Instruction-Guided Video Editing

Paper • 2609.38541 • Published 5 days ago • 30

upvoted 3 papers 4 days ago

Beyond the Timeline: Augmenting Long-Video Memory with Grounded Entity Biographies

Paper • 2609.38155 • Published 5 days ago • 104

OmniTaskonomy: When Does Visual Generation Improve Visual Understanding?

Paper • 2609.38079 • Published 5 days ago • 52

Learning Native Reflection in Unified Models with Interleaved Reinforcement Learning

Paper • 2609.35767 • Published 6 days ago • 48

upvoted a paper 5 days ago

TraceDance: An Automated System for Building Agent Behavior Benchmarks from Real-World Agent Deployment Traces

Paper • 2609.33295 • Published 7 days ago • 71

upvoted a collection 5 days ago

OmniTaskonomy

Collection

OmniTaskonomy probes when generation helps understanding. Check our project page here: https://omni-taskonomy.github.io/ • 3 items • Updated 4 days ago • 2

upvoted a paper 9 days ago

PackLab: A Comprehensive Framework for Developing, Training, and Evaluating MLLMs in Robotic Bin Packing

Paper • 2609.23784 • Published 14 days ago • 14

upvoted a paper 11 days ago

WorldCrafter: Consistent Video World Model with Implicit 3D-aware Memory

Paper • 2609.24984 • Published 13 days ago • 157

upvoted 2 papers 12 days ago

OmniVBench: A Benchmark and Large-Scale Dataset for Omni Reference-to-Video Generation

Paper • 2609.22069 • Published 16 days ago • 37

L2P: Unlocking Latent Potential for Pixel Generation

Paper • 2605.12013 • Published May 12 • 37

upvoted a paper 13 days ago

Paint-Anything: Unified Any-Color Control for Image Generation and Editing

Paper • 2609.20816 • Published 17 days ago • 57

upvoted a paper 2 months ago

VideoCoCo: Code-as-CoT for Physically-Consistent Video Generation via an Agentic Dual-Engine System

Paper • 2607.27380 • Published Jul 29 • 75

upvoted a paper 4 months ago

Echo-Memory: A Controlled Study of Memory in Action World Models

Paper • 2606.09803 • Published Jun 8 • 33

upvoted 2 papers 5 months ago

ClawMark: A Living-World Benchmark for Multi-Turn, Multi-Day, Multimodal Coworker Agents

Paper • 2604.23781 • Published Apr 26 • 34

UniGeo: Unifying Geometric Guidance for Camera-Controllable Image Editing via Video Models

Paper • 2604.17565 • Published Apr 19 • 10

upvoted a paper 6 months ago

RefineAnything: Multimodal Region-Specific Refinement for Perfect Local Details

Paper • 2604.06870 • Published Apr 8 • 44

upvoted an article 7 months ago

view article

Article

NEO-unify: Building Native Multimodal Unified Models End to End

• 

sensenova

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Mar 5

• 182

upvoted a paper 7 months ago

CoCo: Code as CoT for Text-to-Image Preview and Rare Concept Generation

Paper • 2603.08652 • Published Mar 9 • 40

upvoted a paper 8 months ago

Next-Embedding Prediction Makes Strong Vision Learners

Paper • 2512.16922 • Published Dec 18, 2025 • 91