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Collections including paper arxiv:2509.16197

MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer

Paper • 2509.16197 • Published Sep 19, 2025 • 58
Qwen/Qwen3-Omni-30B-A3B-Instruct

Any-to-Any • 35B • Updated Sep 22, 2025 • 393k • 910
facebook/dinov3-vitb16-pretrain-lvd1689m

Image Feature Extraction • 85.7M • Updated Aug 19, 2025 • 1.39M • 118
nvidia/NV-Embed-v2

Feature Extraction • 8B • Updated Jul 21, 2025 • 69.2k • 509

MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer

Paper • 2509.16197 • Published Sep 19, 2025 • 58
InternRobotics/VLAC

Robotics • 2B • Updated Jan 28 • 43 • 41
LazyDrag: Enabling Stable Drag-Based Editing on Multi-Modal Diffusion Transformers via Explicit Correspondence

Paper • 2509.12203 • Published Sep 15, 2025 • 20
A Vision-Language-Action-Critic Model for Robotic Real-World Reinforcement Learning

Paper • 2509.15937 • Published Sep 19, 2025 • 20

R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning

Paper • 2508.21113 • Published Aug 28, 2025 • 110
Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning

Paper • 2508.16949 • Published Aug 23, 2025 • 24
EmbodiedOneVision: Interleaved Vision-Text-Action Pretraining for General Robot Control

Paper • 2508.21112 • Published Aug 28, 2025 • 78
UItron: Foundational GUI Agent with Advanced Perception and Planning

Paper • 2508.21767 • Published Aug 29, 2025 • 12

RynnEC: Bringing MLLMs into Embodied World

Paper • 2508.14160 • Published Aug 19, 2025 • 20
MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer

Paper • 2509.16197 • Published Sep 19, 2025 • 58

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8, 2025 • 196 • 99
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 39
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23, 2025 • 88

MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer

Paper • 2509.16197 • Published Sep 19, 2025 • 58
BaseReward: A Strong Baseline for Multimodal Reward Model

Paper • 2509.16127 • Published Sep 19, 2025 • 21

paper seminar_251001

Reconstruction Alignment Improves Unified Multimodal Models

Paper • 2509.07295 • Published Sep 8, 2025 • 40
F1: A Vision-Language-Action Model Bridging Understanding and Generation to Actions

Paper • 2509.06951 • Published Sep 8, 2025 • 33
UMO: Scaling Multi-Identity Consistency for Image Customization via Matching Reward

Paper • 2509.06818 • Published Sep 8, 2025 • 29
Interleaving Reasoning for Better Text-to-Image Generation

Paper • 2509.06945 • Published Sep 8, 2025 • 16

MineWorld: a Real-Time and Open-Source Interactive World Model on Minecraft

Paper • 2504.08388 • Published Apr 11, 2025 • 42
MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer

Paper • 2509.16197 • Published Sep 19, 2025 • 58

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations

Paper • 2508.09789 • Published Aug 13, 2025 • 5
MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents

Paper • 2508.13186 • Published Aug 14, 2025 • 20
ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents

Paper • 2508.04038 • Published Aug 6, 2025 • 1
Prompt Orchestration Markup Language

Paper • 2508.13948 • Published Aug 19, 2025 • 48

Qwen2.5-Omni Technical Report

Paper • 2503.20215 • Published Mar 26, 2025 • 172
Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO

Paper • 2505.22453 • Published May 28, 2025 • 46
UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning

Paper • 2505.23380 • Published May 29, 2025 • 22
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models

Paper • 2505.21523 • Published May 23, 2025 • 13

MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer

Paper • 2509.16197 • Published Sep 19, 2025 • 58
Qwen/Qwen3-Omni-30B-A3B-Instruct

Any-to-Any • 35B • Updated Sep 22, 2025 • 393k • 910
facebook/dinov3-vitb16-pretrain-lvd1689m

Image Feature Extraction • 85.7M • Updated Aug 19, 2025 • 1.39M • 118
nvidia/NV-Embed-v2

Feature Extraction • 8B • Updated Jul 21, 2025 • 69.2k • 509

MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer

Paper • 2509.16197 • Published Sep 19, 2025 • 58
BaseReward: A Strong Baseline for Multimodal Reward Model

Paper • 2509.16127 • Published Sep 19, 2025 • 21

MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer

Paper • 2509.16197 • Published Sep 19, 2025 • 58
InternRobotics/VLAC

Robotics • 2B • Updated Jan 28 • 43 • 41
LazyDrag: Enabling Stable Drag-Based Editing on Multi-Modal Diffusion Transformers via Explicit Correspondence

Paper • 2509.12203 • Published Sep 15, 2025 • 20
A Vision-Language-Action-Critic Model for Robotic Real-World Reinforcement Learning

Paper • 2509.15937 • Published Sep 19, 2025 • 20

paper seminar_251001

Reconstruction Alignment Improves Unified Multimodal Models

Paper • 2509.07295 • Published Sep 8, 2025 • 40
F1: A Vision-Language-Action Model Bridging Understanding and Generation to Actions

Paper • 2509.06951 • Published Sep 8, 2025 • 33
UMO: Scaling Multi-Identity Consistency for Image Customization via Matching Reward

Paper • 2509.06818 • Published Sep 8, 2025 • 29
Interleaving Reasoning for Better Text-to-Image Generation

Paper • 2509.06945 • Published Sep 8, 2025 • 16

R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning

Paper • 2508.21113 • Published Aug 28, 2025 • 110
Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning

Paper • 2508.16949 • Published Aug 23, 2025 • 24
EmbodiedOneVision: Interleaved Vision-Text-Action Pretraining for General Robot Control

Paper • 2508.21112 • Published Aug 28, 2025 • 78
UItron: Foundational GUI Agent with Advanced Perception and Planning

Paper • 2508.21767 • Published Aug 29, 2025 • 12

MineWorld: a Real-Time and Open-Source Interactive World Model on Minecraft

Paper • 2504.08388 • Published Apr 11, 2025 • 42
MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer

Paper • 2509.16197 • Published Sep 19, 2025 • 58

RynnEC: Bringing MLLMs into Embodied World

Paper • 2508.14160 • Published Aug 19, 2025 • 20
MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer

Paper • 2509.16197 • Published Sep 19, 2025 • 58

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations

Paper • 2508.09789 • Published Aug 13, 2025 • 5
MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents

Paper • 2508.13186 • Published Aug 14, 2025 • 20
ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents

Paper • 2508.04038 • Published Aug 6, 2025 • 1
Prompt Orchestration Markup Language

Paper • 2508.13948 • Published Aug 19, 2025 • 48

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8, 2025 • 196 • 99
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 39
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23, 2025 • 88

Qwen2.5-Omni Technical Report

Paper • 2503.20215 • Published Mar 26, 2025 • 172
Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO

Paper • 2505.22453 • Published May 28, 2025 • 46
UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning

Paper • 2505.23380 • Published May 29, 2025 • 22
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models

Paper • 2505.21523 • Published May 23, 2025 • 13

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