Trending Research
InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection
Graphical User Interface (GUI) Agents, powered by multimodal large language models (MLLMs), have shown great potential for task automation on computing devices such as computers and mobile phones.
Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations
While language model (LM)-powered chatbots and generative search engines excel at answering concrete queries, discovering information in the terrain of unknown unknowns remains challenging for users.
PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models
ssmisya/PRMBench
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Since language models are prone to various types of errors during the reasoning process, PRMs are required to possess nuanced capabilities for detecting various implicit error types in real-world scenarios.
MuQ: Self-Supervised Music Representation Learning with Mel Residual Vector Quantization
In this paper, we propose a self-supervised music representation learning model for music understanding.
CNMBert: A Model for Hanyu Pinyin Abbreviation to Character Conversion Task
The task of converting hanyu pinyin abbreviations to Chinese characters is a significant branch within the domain of Chinese Spelling Correction (CSC).
garak: A Framework for Security Probing Large Language Models
As Large Language Models (LLMs) are deployed and integrated into thousands of applications, the need for scalable evaluation of how models respond to adversarial attacks grows rapidly.
Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction
Active Real-time interaction with video LLMs introduces a new paradigm for human-computer interaction, where the model not only understands user intent but also responds while continuously processing streaming video on the fly.
MinerU: An Open-Source Solution for Precise Document Content Extraction
Document content analysis has been a crucial research area in computer vision.
JoyGen: Audio-Driven 3D Depth-Aware Talking-Face Video Editing
JOY-MM/JoyGen
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Significant progress has been made in talking-face video generation research; however, precise lip-audio synchronization and high visual quality remain challenging in editing lip shapes based on input audio.
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs
freedomintelligence/huatuogpt-o1
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To address this, we propose verifiable medical problems with a medical verifier to check the correctness of model outputs.
