PixelUMM: Encoder-Free Unified Image and Video Understanding and Generation
Paper • 2609.38597 • Published • 32
Sentinel
Sentinel7
P(doom) Rejects the premise
AI & ML interests
None yet
Recent Activity
updated a model about 3 hours ago
Sentinel7/krea2 liked a model about 7 hours ago
Aleph-Alpha/Kolibri-1 upvoted a paper about 17 hours ago
PixelUMM: Encoder-Free Unified Image and Video Understanding and GenerationOrganizations
None yet
upvoted 20
papers about 17 hours ago
Ego2Act: Evaluating Goal-Directed Manipulation in Egocentric Video Generation
Paper • 2610.01092 • Published • 27
DC-SAE: Deep Compression Semantic Autoencoder for Faster Diffusion Convergence
Paper • 2609.39222 • Published • 42
It's Not What the Image Shows: Irrelevant Context Destabilises VLM Judges Without Informing Them
Paper • 2609.37863 • Published • 38
AutoDataBench: A Data-centric Testbed for Accelerating Auto Research
Paper • 2609.40097 • Published • 40
Unmask the State: When Does State Adaptation Matter for Masked Diffusion Language Models
Paper • 2609.33355 • Published • 50
4Director: Controlling Video World Models with Rigid 3D Geometry
Paper • 2610.02160 • Published • 35
SILSA: Sliding-Window Slice Latents for Topology-Preserving High-Resolution 3D Generation
Paper • 2610.02201 • Published • 36
FrameMorrow: Future-guided Frame Selection with Prospective Tokens for Long-Horizon Video Generation
Paper • 2609.38839 • Published • 92
Agent Error Dataset: Scaling 50,000 Error--Diagnosis Pairs for Failure Analysis and Error-Aware Post-Training
Paper • 2609.40111 • Published • 50
LANTERN: Illuminating Hidden Mathematical Knowledge in Language Models
Paper • 2609.32264 • Published • 48
Beyond the Current Scene: Event-Referential Grasping with Active View Selection
Paper • 2609.39375 • Published • 50
Scaling and Distilling Text Embeddings for Better Diffusibility
Paper • 2610.01016 • Published • 51
Persona Dosing: Calibrated Activation Steering for Graded Trait Control
Paper • 2609.36388 • Published • 51
Decentralized Master-Mind: Joint Action Refinement through Iterative Intent Denoising in Multi-Agent Pathfinding
Paper • 2609.32019 • Published • 53
More Choices, Fewer Decisions: Ordinal-Scale Bias in JEV-like Direct-Decision Models
Paper • 2609.38827 • Published • 60
AutoGUIWorld: Image Generators as Visual World Models for GUI Agent
Paper • 2610.01215 • Published • 56
Retrieval-Augmented Skill Optimization via Cross-Harness Adaptation
Paper • 2609.38024 • Published • 58
InterEvolve: Test-Time Evolution of Reward Programs for Humanoid Loco-Manipulation
Paper • 2610.02196 • Published • 57
OSWorld-Science: A Benchmark of Computer Use Agents for Learning and Using Scientific Software
Paper • 2609.39903 • Published • 61