Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators Zekun Shi, Zheyuan Hu, Min Lin, Kenji Kawaguchi https://
arxiv.org/abs/2412.00088
@jiqizhixin
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Stochastic Taylor Derivative Estimator: Efficient Amortization Method
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Visual Autoregressive Modeling for Scalable Image Generation
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Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction Keyu Tian, Yi Jiang, Zehuan Yuan, Bingyue Peng, Liwei Wang https://
arxiv.org/pdf/2404.02905 -
NeurIPS 2024 Best Paper Awards Announced
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Congratulations!!! NeurIPS 2024 Best Paper & Best Paper Runner-up
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Cognify: Automated Gen-AI Workflow Optimization Tool
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introducing Cognify: Automated, Multi-Faceted Gen-AI Workflow Optimization https://
github.com/GenseeAI/cogni
fy
… a tool that automatically enhances generation quality and reduces costs for gen-AI workflows, including those written with LangChain, DSPy, and annotated Python. -
Stanford CS224N: Natural Language Processing with Deep Learning Course
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I like this one. Introducing Stanford CS224N: Natural Language Processing with Deep Learning https://
web.stanford.edu/class/cs224n/ -
ICLR 2025 Diffusion Model Scaling for Illumination Harmonization
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ICLR 2025 full scores paper, 10, 10, 10, 10! Scaling In-the-Wild Training for Diffusion-based Illumination Harmonization and Editing by Imposing Consistent Light Transport https://
openreview.net/pdf?id=u1cQYxR
I1H
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LLM Reasoning Enhancement Through Critique Models and Supervision
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Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision http://
arxiv.org/abs/2411.16579 https://
mathcritique.github.io https://
github.com/WooooDyy/MathC
ritique
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YOPO Pruning: Efficient Visual Token Processing for MLLMs
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Treat Visual Tokens as Text? But Your MLLM Only Needs Fewer Efforts to See https://
arxiv.org/abs/2410.06169 https://
github.com/ZhangAIPI/YOPO
_MLLM_Pruning/tree/main?tab=readme-ov-file
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LLaVA-o1: Visual Language Model with Advanced Reasoning Capabilities
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Introducing LLaVA-o1: The first visual language model capable of spontaneous, systematic reasoning, similar to GPT-o1!
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François Chollet Leaves Google After Creating Keras
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what happend? Francois Chollet, the creator of Keras leaved google.