ML Research Hub – Telegram
ML Research Hub
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Advancing research in Machine Learning – practical insights, tools, and techniques for researchers.

Admin: @HusseinSheikho || @Hussein_Sheikho
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Paper: Scalable Autoregressive Image Generation with Mamba

Paper: https://arxiv.org/pdf/2408.12245v1.pdf

Code: https://github.com/hp-l33/aim

Dataset: ImageNet

https://news.1rj.ru/str/DataScienceT ⭐️
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All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation (NeurIPS 2023)

🖥 Github: https://github.com/LiyaoTang/ERDA

📕 Paper: https://arxiv.org/abs/2408.16520v1

🚀 Dataset: https://paperswithcode.com/dataset/cityscapes

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⚡️ ART - Actually Robust Training

pip install art-training

🖥 Github: https://github.com/sebchw/actually-robust-training

📕 Paper: https://arxiv.org/abs/2408.16285v1

https://news.1rj.ru/str/DataScienceT ⭐️
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1️⃣ Data Science
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🎞 Graph Neural Networks with Missing Node Features
 
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Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders

Paper: https://arxiv.org/pdf/2408.15998v1.pdf

Code: https://github.com/nvlabs/eagle

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SGLang: Efficient Execution of Structured Language Model Programs

Paper: https://arxiv.org/pdf/2312.07104v2.pdf

Code: https://github.com/sgl-project/sglang

Datasets: MMLU | HellaSwag | LLaVA-Bench

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WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling

Paper: https://arxiv.org/pdf/2408.16532v1.pdf

Code: https://github.com/jishengpeng/wavtokenizer

Dataset: AudioSet LibriTTS SLURP

https://news.1rj.ru/str/DataScienceT ⭐️
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Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders

Paper: https://arxiv.org/pdf/2408.15998v1.pdf

Code: https://github.com/nvlabs/eagle

https://news.1rj.ru/str/DataScienceT ⭐️
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Text2SQL is Not Enough: Unifying AI and Databases with TAG

Paper: https://arxiv.org/pdf/2408.14717v1.pdf

Code: https://github.com/tag-research/tag-bench

https://news.1rj.ru/str/DataScienceT ⭐️
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Mini-Omni: Language Models Can Hear, Talk While Thinking in Streaming

Paper: https://arxiv.org/pdf/2408.16725v2.pdf

Code: https://github.com/gpt-omni/mini-omni

Dataset: LibriSpeech

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DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification

Paper:https://arxiv.org/pdf/2407.03575v1.pdf

Code: https://github.com/chongqingnosubway/dgr-mil

https://news.1rj.ru/str/DataScienceT ⭐️
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aTENNuate: is a network that can be configured for real-time speech enhancement on raw audio waveforms.

🖥 Github: https://github.com/Brainchip-Inc/aTENNuate

📕 Paper: https://arxiv.org/abs/2409.03377v1

🚀 Datasethttps://paperswithcode.com/dataset/deep-noise-suppression-2020
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