Davi Ferreira

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upvoted 3 papers 13 days ago

EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis

Paper • 2601.05808 • Published 17 days ago • 36

Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards

Paper • 2601.06021 • Published 16 days ago • 43

Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization

Paper • 2601.05432 • Published 17 days ago • 161

upvoted 2 papers 23 days ago

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

Paper • 2512.24617 • Published 26 days ago • 61

Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling

Paper • 2512.23959 • Published 27 days ago • 109

upvoted a paper 27 days ago

Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding

Paper • 2512.17220 • Published Dec 19, 2025 • 111

upvoted a collection about 1 month ago

Health AI Developer Foundations (HAI-DEF)

Collection

Groups models released for use in health AI by Google. Read more about HAI-DEF at http://goo.gle/hai-def • 22 items • Updated 13 days ago • 174

upvoted 5 papers about 2 months ago

Live Avatar: Streaming Real-time Audio-Driven Avatar Generation with Infinite Length

Paper • 2512.04677 • Published Dec 4, 2025 • 170

Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning

Paper • 2512.07461 • Published Dec 8, 2025 • 77

Rethinking Prompt Design for Inference-time Scaling in Text-to-Visual Generation

Paper • 2512.03534 • Published Dec 3, 2025 • 21

OneThinker: All-in-one Reasoning Model for Image and Video

Paper • 2512.03043 • Published Dec 2, 2025 • 33

PretrainZero: Reinforcement Active Pretraining

Paper • 2512.03442 • Published Dec 3, 2025 • 48

upvoted an article about 2 months ago

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Article

Curating datasets directly on the Hub

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Nov 27, 2025

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22

upvoted an article 3 months ago

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Article

Training and Finetuning Embedding Models with Sentence Transformers v3

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May 28, 2024

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263

upvoted 3 papers 3 months ago

DeepAgent: A General Reasoning Agent with Scalable Toolsets

Paper • 2510.21618 • Published Oct 24, 2025 • 101

Every Attention Matters: An Efficient Hybrid Architecture for Long-Context Reasoning

Paper • 2510.19338 • Published Oct 22, 2025 • 115

DeepAnalyze: Agentic Large Language Models for Autonomous Data Science

Paper • 2510.16872 • Published Oct 19, 2025 • 109

upvoted an article 4 months ago

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Article

Mixture of Experts Explained

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Dec 11, 2023

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1.05k

upvoted 2 papers 4 months ago

WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents

Paper • 2509.13309 • Published Sep 16, 2025 • 67

WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research

Paper • 2509.13312 • Published Sep 16, 2025 • 105