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OmniThink: A Cognitive Framework for Enhanced Long-Form Article Generation Through Iterative Reflection and Expansion
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OmniThink: A Cognitive Framework for Enhanced Long-Form Article Generation Through Iterative Reflection and Expansion

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LLMs have made significant strides in automated writing, particularly in tasks like open-domain long-form generation and topic-specific reports. Many approaches […]

This AI Paper Explores Reinforced Learning and Process Reward Models: Advancing LLM Reasoning with Scalable Data and Test-Time Scaling
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This AI Paper Explores Reinforced Learning and Process Reward Models: Advancing LLM Reasoning with Scalable Data and Test-Time Scaling

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Scaling the size of large language models (LLMs) and their training data have now opened up emergent capabilities that allow […]

GameFactory: Leveraging Pre-trained Video Models for Creating New Game
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GameFactory: Leveraging Pre-trained Video Models for Creating New Game

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Video diffusion models have emerged as powerful tools for video generation and physics simulation, showing promise in developing game engines. […]

Meet OmAgent: A New Python Library for Building Multimodal Language Agents
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Meet OmAgent: A New Python Library for Building Multimodal Language Agents

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Understanding long videos, such as 24-hour CCTV footage or full-length films, is a major challenge in video processing. Large Language […]

Salesforce AI Research Introduced CodeXEmbed (SFR-Embedding-Code): A Code Retrieval Model Family Achieving #1 Rank on CoIR Benchmark and Supporting 12 Programming Languages
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Salesforce AI Research Introduced CodeXEmbed (SFR-Embedding-Code): A Code Retrieval Model Family Achieving #1 Rank on CoIR Benchmark and Supporting 12 Programming Languages

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Code retrieval has become essential for developers in modern software development, enabling efficient access to relevant code snippets and documentation. […]

Stanford Researchers Introduce BIOMEDICA: A Scalable AI Framework for Advancing Biomedical Vision-Language Models with Large-Scale Multimodal Datasets
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Stanford Researchers Introduce BIOMEDICA: A Scalable AI Framework for Advancing Biomedical Vision-Language Models with Large-Scale Multimodal Datasets

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The development of VLMs in the biomedical domain faces challenges due to the lack of large-scale, annotated, and publicly accessible […]

Purdue University Researchers Introduce ETA: A Two-Phase AI Framework for Enhancing Safety in Vision-Language Models During Inference
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Purdue University Researchers Introduce ETA: A Two-Phase AI Framework for Enhancing Safety in Vision-Language Models During Inference

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Vision-language models (VLMs) represent an advanced field within artificial intelligence, integrating computer vision and natural language processing to handle multimodal […]

Microsoft Presents a Comprehensive Framework for Securing Generative AI Systems Using Lessons from Red Teaming 100 Generative AI Products
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Microsoft Presents a Comprehensive Framework for Securing Generative AI Systems Using Lessons from Red Teaming 100 Generative AI Products

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The rapid advancement and widespread adoption of generative AI systems across various domains have increased the critical importance of AI […]

Salesforce AI Research Proposes PerfCodeGen: A Training-Free Framework that Enhances the Performance of LLM-Generated Code with Execution Feedback
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Salesforce AI Research Proposes PerfCodeGen: A Training-Free Framework that Enhances the Performance of LLM-Generated Code with Execution Feedback

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Large Language Models (LLMs) have become essential tools in software development, offering capabilities such as generating code snippets, automating unit […]

Researchers from Meta AI and UT Austin Explored Scaling in Auto-Encoders and Introduced ViTok: A ViT-Style Auto-Encoder to Perform Exploration
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Researchers from Meta AI and UT Austin Explored Scaling in Auto-Encoders and Introduced ViTok: A ViT-Style Auto-Encoder to Perform Exploration

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Modern image and video generation methods rely heavily on tokenization to encode high-dimensional data into compact latent representations. While advancements […]

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