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Collections including paper arxiv:2602.14979

Running on Zero

6

RynnBrain

📉

6

Query images or videos with visual and text prompts
Alibaba-DAMO-Academy/RynnBrain-2B

Image-Text-to-Text • 2B • Updated 5 days ago • 662 • 24
Alibaba-DAMO-Academy/RynnBrain-8B

Image-Text-to-Text • 9B • Updated 5 days ago • 569 • 12
Alibaba-DAMO-Academy/RynnBrain-30B-A3B

Image-Text-to-Text • 17B • Updated 5 days ago • 557 • 16

Large Language Models

Universal Deep Research: Bring Your Own Model and Strategy

Paper • 2509.00244 • Published Aug 29, 2025 • 14
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2, 2025 • 230
Efficient Multi-modal Large Language Models via Progressive Consistency Distillation

Paper • 2510.00515 • Published Oct 1, 2025 • 42
DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search

Paper • 2509.25454 • Published Sep 29, 2025 • 146

Describe Anything: Detailed Localized Image and Video Captioning

Paper • 2504.16072 • Published Apr 22, 2025 • 64
EmbodiedCity: A Benchmark Platform for Embodied Agent in Real-world City Environment

Paper • 2410.09604 • Published Oct 12, 2024
Geospatial Mechanistic Interpretability of Large Language Models

Paper • 2505.03368 • Published May 6, 2025 • 12
Scenethesis: A Language and Vision Agentic Framework for 3D Scene Generation

Paper • 2505.02836 • Published May 5, 2025 • 8

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 58
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17, 2024 • 52
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 45
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 63

Foundation Models in Robotics: Applications, Challenges, and the Future

Paper • 2312.07843 • Published Dec 13, 2023 • 16
Neural Fields in Robotics: A Survey

Paper • 2410.20220 • Published Oct 26, 2024 • 5
Robots Pre-train Robots: Manipulation-Centric Robotic Representation from Large-Scale Robot Dataset

Paper • 2410.22325 • Published Oct 29, 2024 • 10
Precise and Dexterous Robotic Manipulation via Human-in-the-Loop Reinforcement Learning

Paper • 2410.21845 • Published Oct 29, 2024 • 16

Fondation model

RynnBrain: Open Embodied Foundation Models

Paper • 2602.14979 • Published 10 days ago • 37

Physics and operators

Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation

Paper • 2507.02608 • Published Jul 3, 2025 • 22
Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers

Paper • 2512.17351 • Published Dec 19, 2025 • 28
RynnBrain: Open Embodied Foundation Models

Paper • 2602.14979 • Published 10 days ago • 37

UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models

Paper • 2410.14059 • Published Oct 17, 2024 • 63
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Paper • 2503.05179 • Published Mar 7, 2025 • 46
Token-Efficient Long Video Understanding for Multimodal LLMs

Paper • 2503.04130 • Published Mar 6, 2025 • 96
GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing

Paper • 2503.10639 • Published Mar 13, 2025 • 53

Video understanding

Wolf: Captioning Everything with a World Summarization Framework

Paper • 2407.18908 • Published Jul 26, 2024 • 32
Mixture of Nested Experts: Adaptive Processing of Visual Tokens

Paper • 2407.19985 • Published Jul 29, 2024 • 37
TPDiff: Temporal Pyramid Video Diffusion Model

Paper • 2503.09566 • Published Mar 12, 2025 • 45
DeepVideo-R1: Video Reinforcement Fine-Tuning via Difficulty-aware Regressive GRPO

Paper • 2506.07464 • Published Jun 9, 2025 • 14

Running on Zero

6

RynnBrain

📉

6

Query images or videos with visual and text prompts
Alibaba-DAMO-Academy/RynnBrain-2B

Image-Text-to-Text • 2B • Updated 5 days ago • 662 • 24
Alibaba-DAMO-Academy/RynnBrain-8B

Image-Text-to-Text • 9B • Updated 5 days ago • 569 • 12
Alibaba-DAMO-Academy/RynnBrain-30B-A3B

Image-Text-to-Text • 17B • Updated 5 days ago • 557 • 16

Fondation model

RynnBrain: Open Embodied Foundation Models

Paper • 2602.14979 • Published 10 days ago • 37

Large Language Models

Universal Deep Research: Bring Your Own Model and Strategy

Paper • 2509.00244 • Published Aug 29, 2025 • 14
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2, 2025 • 230
Efficient Multi-modal Large Language Models via Progressive Consistency Distillation

Paper • 2510.00515 • Published Oct 1, 2025 • 42
DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search

Paper • 2509.25454 • Published Sep 29, 2025 • 146

Physics and operators

Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation

Paper • 2507.02608 • Published Jul 3, 2025 • 22
Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers

Paper • 2512.17351 • Published Dec 19, 2025 • 28
RynnBrain: Open Embodied Foundation Models

Paper • 2602.14979 • Published 10 days ago • 37

Describe Anything: Detailed Localized Image and Video Captioning

Paper • 2504.16072 • Published Apr 22, 2025 • 64
EmbodiedCity: A Benchmark Platform for Embodied Agent in Real-world City Environment

Paper • 2410.09604 • Published Oct 12, 2024
Geospatial Mechanistic Interpretability of Large Language Models

Paper • 2505.03368 • Published May 6, 2025 • 12
Scenethesis: A Language and Vision Agentic Framework for 3D Scene Generation

Paper • 2505.02836 • Published May 5, 2025 • 8

UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models

Paper • 2410.14059 • Published Oct 17, 2024 • 63
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Paper • 2503.05179 • Published Mar 7, 2025 • 46
Token-Efficient Long Video Understanding for Multimodal LLMs

Paper • 2503.04130 • Published Mar 6, 2025 • 96
GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing

Paper • 2503.10639 • Published Mar 13, 2025 • 53

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 58
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17, 2024 • 52
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 45
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 63

Video understanding

Wolf: Captioning Everything with a World Summarization Framework

Paper • 2407.18908 • Published Jul 26, 2024 • 32
Mixture of Nested Experts: Adaptive Processing of Visual Tokens

Paper • 2407.19985 • Published Jul 29, 2024 • 37
TPDiff: Temporal Pyramid Video Diffusion Model

Paper • 2503.09566 • Published Mar 12, 2025 • 45
DeepVideo-R1: Video Reinforcement Fine-Tuning via Difficulty-aware Regressive GRPO

Paper • 2506.07464 • Published Jun 9, 2025 • 14

Foundation Models in Robotics: Applications, Challenges, and the Future

Paper • 2312.07843 • Published Dec 13, 2023 • 16
Neural Fields in Robotics: A Survey

Paper • 2410.20220 • Published Oct 26, 2024 • 5
Robots Pre-train Robots: Manipulation-Centric Robotic Representation from Large-Scale Robot Dataset

Paper • 2410.22325 • Published Oct 29, 2024 • 10
Precise and Dexterous Robotic Manipulation via Human-in-the-Loop Reinforcement Learning

Paper • 2410.21845 • Published Oct 29, 2024 • 16

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