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Collections including paper arxiv:2510.08673

Unified Multimodal Model

A curated list for Multimodal Model Generation papers.

OmniGen2: Exploration to Advanced Multimodal Generation

Paper • 2506.18871 • Published Jun 23 • 78
OmniGen: Unified Image Generation

Paper • 2409.11340 • Published Sep 17, 2024 • 115
Show-o Turbo: Towards Accelerated Unified Multimodal Understanding and Generation

Paper • 2502.05415 • Published Feb 8 • 21
Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Paper • 2408.12528 • Published Aug 22, 2024 • 51

Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation

Paper • 2510.08673 • Published Oct 9 • 125

Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation

Paper • 2510.08673 • Published Oct 9 • 125
KangLiao/Puffin

Text-to-3D • Updated Oct 20 • 22
Running on Zero

25

Puffin

👀

25

Generate images from scene prompts with camera parameters
KangLiao/Puffin-4M

Viewer • Updated Oct 27 • 3.18B • 4.76k • 30

HoloScene: Simulation-Ready Interactive 3D Worlds from a Single Video

Paper • 2510.05560 • Published Oct 7 • 7
TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning

Paper • 2510.06217 • Published Oct 7 • 63
Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6 • 491
Fast-dLLM v2: Efficient Block-Diffusion LLM

Paper • 2509.26328 • Published Sep 30 • 54

MeshCoder: LLM-Powered Structured Mesh Code Generation from Point Clouds

Paper • 2508.14879 • Published Aug 20 • 68
VoxHammer: Training-Free Precise and Coherent 3D Editing in Native 3D Space

Paper • 2508.19247 • Published Aug 26 • 42
Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels

Paper • 2508.17437 • Published Aug 20 • 37
Multi-View 3D Point Tracking

Paper • 2508.21060 • Published Aug 28 • 23

A Survey of Data Agents: Emerging Paradigm or Overstated Hype?

Paper • 2510.23587 • Published Oct 27 • 65
D2E: Scaling Vision-Action Pretraining on Desktop Data for Transfer to Embodied AI

Paper • 2510.05684 • Published Oct 7 • 141
Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation

Paper • 2510.08673 • Published Oct 9 • 125
Lumine: An Open Recipe for Building Generalist Agents in 3D Open Worlds

Paper • 2511.08892 • Published 25 days ago • 194

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10 • 189
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference

Paper • 2508.02193 • Published Aug 4 • 132
Concerto: Joint 2D-3D Self-Supervised Learning Emerges Spatial Representations

Paper • 2510.23607 • Published Oct 27 • 174
Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation

Paper • 2510.08673 • Published Oct 9 • 125

Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation

Paper • 2510.08673 • Published Oct 9 • 125

Training Research

Language Models Can Learn from Verbal Feedback Without Scalar Rewards

Paper • 2509.22638 • Published Sep 26 • 70
Don't Just Fine-tune the Agent, Tune the Environment

Paper • 2510.10197 • Published Oct 11 • 28
Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation

Paper • 2510.08673 • Published Oct 9 • 125
Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9 • 266

Image Generation

OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation

Paper • 2506.07977 • Published Jun 9 • 41
Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers

Paper • 2506.07986 • Published Jun 9 • 19
STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis

Paper • 2506.06276 • Published Jun 6 • 26
Aligning Latent Spaces with Flow Priors

Paper • 2506.05240 • Published Jun 5 • 27

Unified Multimodal Model

A curated list for Multimodal Model Generation papers.

OmniGen2: Exploration to Advanced Multimodal Generation

Paper • 2506.18871 • Published Jun 23 • 78
OmniGen: Unified Image Generation

Paper • 2409.11340 • Published Sep 17, 2024 • 115
Show-o Turbo: Towards Accelerated Unified Multimodal Understanding and Generation

Paper • 2502.05415 • Published Feb 8 • 21
Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Paper • 2408.12528 • Published Aug 22, 2024 • 51

A Survey of Data Agents: Emerging Paradigm or Overstated Hype?

Paper • 2510.23587 • Published Oct 27 • 65
D2E: Scaling Vision-Action Pretraining on Desktop Data for Transfer to Embodied AI

Paper • 2510.05684 • Published Oct 7 • 141
Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation

Paper • 2510.08673 • Published Oct 9 • 125
Lumine: An Open Recipe for Building Generalist Agents in 3D Open Worlds

Paper • 2511.08892 • Published 25 days ago • 194

Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation

Paper • 2510.08673 • Published Oct 9 • 125

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10 • 189
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference

Paper • 2508.02193 • Published Aug 4 • 132
Concerto: Joint 2D-3D Self-Supervised Learning Emerges Spatial Representations

Paper • 2510.23607 • Published Oct 27 • 174
Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation

Paper • 2510.08673 • Published Oct 9 • 125

Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation

Paper • 2510.08673 • Published Oct 9 • 125
KangLiao/Puffin

Text-to-3D • Updated Oct 20 • 22
Running on Zero

25

Puffin

👀

25

Generate images from scene prompts with camera parameters
KangLiao/Puffin-4M

Viewer • Updated Oct 27 • 3.18B • 4.76k • 30

Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation

Paper • 2510.08673 • Published Oct 9 • 125

HoloScene: Simulation-Ready Interactive 3D Worlds from a Single Video

Paper • 2510.05560 • Published Oct 7 • 7
TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning

Paper • 2510.06217 • Published Oct 7 • 63
Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6 • 491
Fast-dLLM v2: Efficient Block-Diffusion LLM

Paper • 2509.26328 • Published Sep 30 • 54

Training Research

Language Models Can Learn from Verbal Feedback Without Scalar Rewards

Paper • 2509.22638 • Published Sep 26 • 70
Don't Just Fine-tune the Agent, Tune the Environment

Paper • 2510.10197 • Published Oct 11 • 28
Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation

Paper • 2510.08673 • Published Oct 9 • 125
Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9 • 266

MeshCoder: LLM-Powered Structured Mesh Code Generation from Point Clouds

Paper • 2508.14879 • Published Aug 20 • 68
VoxHammer: Training-Free Precise and Coherent 3D Editing in Native 3D Space

Paper • 2508.19247 • Published Aug 26 • 42
Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels

Paper • 2508.17437 • Published Aug 20 • 37
Multi-View 3D Point Tracking

Paper • 2508.21060 • Published Aug 28 • 23

Image Generation

OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation

Paper • 2506.07977 • Published Jun 9 • 41
Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers

Paper • 2506.07986 • Published Jun 9 • 19
STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis

Paper • 2506.06276 • Published Jun 6 • 26
Aligning Latent Spaces with Flow Priors

Paper • 2506.05240 • Published Jun 5 • 27

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