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ML Research Hub

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Advancing research in Machine Learning – practical insights, tools, and techniques for researchers.

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ML Research Hub

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ML Research Hub

SoftEDA: Rethinking Rule-Based Data Augmentation with Soft Labels

🖥 Github: https://github.com/IIPL-CAU/SoftEDA

📕 Paper: https://arxiv.org/pdf/2402.05591v1.pdf

🔥 Datasets: https://paperswithcode.com/dataset/cola

🟢 Telegram: https://news.1rj.ru/str/DataScienceT

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3.52K viewsedited 09:09

ML Research Hub

EasyKV

🖥 Github: https://github.com/drsy/easykv

📕 Paper: https://arxiv.org/pdf/2402.06262v1.pdf

🔥 Datasets: https://paperswithcode.com/dataset/webtext

🟢 Telegram: https://news.1rj.ru/str/DataScienceT

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3.39K viewsedited 11:00

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👁️ HASSOD: Hierarchical Adaptive Self-Supervised Object Detection

🖥 Github: https://github.com/Shengcao-Cao/HASSOD

📚 Paper: https://arxiv.org/abs/2402.03311

⏩ Project: https://hassod-neurips23.github.io/

💻 Video: https://www.youtube.com/watch?v=s8u7tEKg5ew

🟢 Telegram: https://news.1rj.ru/str/DataScienceT

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3.5K views13:03

ML Research Hub

Leveraging SAM for Single-Source Domain Generalization in Medical Image Segmentation

📄 https://arxiv.org/pdf/2401.02076.pdf

💻 https://github.com/SARIHUST/SAMMed

🟢 Telegram: https://news.1rj.ru/str/DataScienceT

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3.33K viewsedited 14:36

ML Research Hub

🧠 SELF-DISCOVER: Large Language Models Self-Compose Reasoning Structures

▪Paper: https://arxiv.org/pdf/2402.03620.pdf

▪LangChain example: https://github.com/langchain-ai/langchain/blob/master/cookbook/self-discover.ipynb

▪LangGraph example: https://github.com/langchain-ai/langgraph/blob/main/examples/self-discover/self-discover.ipynb

🟢 Telegram: https://news.1rj.ru/str/DataScienceT

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4.26K views11:47

ML Research Hub

SQ-Transformer: Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings

🖥 Github: https://github.com/jiangyctarheel/sq-transformer

📕 Paper: https://arxiv.org/pdf/2402.06492v1.pdf

🔥Datasets: https://paperswithcode.com/dataset/wmt-2014

🟢 Telegram: https://news.1rj.ru/str/DataScienceT

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3.64K viewsedited 11:23

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⚡️ Magic-Me: Identity-Specific Video Customized Diffusion.

▪Github: https://github.com/Zhen-Dong/Magic-Me

▪Colab: https://colab.research.google.com/drive/1gMialn4nkGeDZ72yx1Wob1E1QBgrqeGa

▪Project: https://magic-me-webpage.github.io

▪Paper: arxiv.org/abs/2402.09368

🟢 Telegram: https://news.1rj.ru/str/DataScienceT

3.53K views09:59

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⚡️ V-JEPA: The next step toward Yann LeCun’s vision of advanced machine intelligence (AMI)

▪Github: https://github.com/facebookresearch/jepa

▪Paper: https://ai.meta.com/research/publications/revisiting-feature-prediction-for-learning-visual-representations-from-video/

▪Blog: https://ai.meta.com/blog/v-jepa-yann-lecun-ai-model-video-joint-embedding-predictive-architecture/

🟢 Telegram: https://news.1rj.ru/str/DataScienceT

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3.39K viewsedited 11:55

ML Research Hub

MIM-Refiner

🖥 Github: https://github.com/ml-jku/MIM-Refiner

🔖 Paper: https://arxiv.org/pdf/2402.10093v1.pdf

🔥 Datasets: https://paperswithcode.com/dataset/imagenet

✨ Tasks: https://paperswithcode.com/task/image-clustering

🟢 Telegram: https://news.1rj.ru/str/DataScienceT

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3.89K viewsedited 11:55

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💃 MagicDance: Realistic Human Dance

Video Generation with Motions & Facial Expressions Transfer.

🔔

page: https://boese0601.github.io/magicdance/

➕

paper: https://arxiv.org/abs/2311.12052

➕

code: https://github.com/Boese0601/MagicDance

📝

jupyter: https://github.com/camenduru/MagicDance-jupyter

🌐 Telegram: https://news.1rj.ru/str/DataScienceT

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👍4❤1

3.95K viewsedited 14:29

ML Research Hub

TIA Toolbox

🖥 Github: https://github.com/tissueimageanalytics/tiatoolbox

📕 Paper: https://arxiv.org/pdf/2402.09990v1.pdf

✨ Tasks: https://paperswithcode.com/task/whole-slide-images

🟢 Telegram: https://news.1rj.ru/str/DataScienceT

3.55K viewsedited 11:07

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💍

OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset

▪Dataset: https://huggingface.co/datasets/nvidia/OpenMathInstruct-1

▪Paper: https://huggingface.co/papers/2402.10176

🟢 Telegram: https://news.1rj.ru/str/DataScienceT

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👍4

3.54K viewsedited 08:03

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🤖

Learning to Learn Faster from Human Feedback with Language Model Predictive Control

▪proj: https://robot-teaching.github.io

▪paper: https://arxiv.org/abs/2402.11450

🔐

code: https://colab.research.google.com/drive/1YcRN_kklw3cVVJNvgK_IEV6nDce9EJWK

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3.3K viewsedited 12:36

ML Research Hub

PDD: Positional Discourse Divergence

🖥 Github: https://github.com/williamlyh/pos_div_metric

📕 Paper: https://arxiv.org/pdf/2402.10175v1.pdf

💔 Dataset: https://paperswithcode.com/dataset/recipe1m-1

✨ Tasks: https://paperswithcode.com/task/coherence-evaluation

❤️ Telegram: https://news.1rj.ru/str/DataScienceT

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3.42K viewsedited 13:38

ML Research Hub

📄 Drug-drug interactions prediction based on deep learning and knowledge graph: a review

🗓 Journal: IScience (I.F.=5.8)
🗓 Publish year: 2024

🧑‍💻 Authors: Huimin Luo, Weijie Yin, Jianlin Wang, ...

📎 Study the paper

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❤1❤‍🔥1👍1

3.07K viewsedited 07:43

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💐 Neuromorphic Video Binarization

🤨 University of HK unveils the new SOTA in event-based neuromorphic binary reconstruction: stunning results on QR Code, barcode, & Text. Real-Time, only CPU, up to 10,000 FPS!

👉 Review: https://t.ly/V-NFa

👉 Paper: arxiv.org/pdf/2402.12644.pdf

😏 Project: github.com/eleboss/EBR

🔴 Telegram: https://news.1rj.ru/str/DataScienceT

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👍3❤‍🔥1

3.26K viewsedited 07:51

ML Research Hub

🔝

ByteDance presents SDXL-Lightning: a lightning fast 1024px text-to-image generation model

☄️

HF: https://huggingface.co/ByteDance/SDXL-Lightning

👀 Telegram: https://news.1rj.ru/str/DataScienceT

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👍6❤2🏆1

3.19K views11:44

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📁 Advancing Biomedicine with Graph Representation Learning: Recent Progress, Challenges, and Future Directions

🗓 Publish year: 2023

🫥 Authors: Fang Li, Yi Nian, Zenan Sun, Cui Tao

📎 Study the paper

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👍9❤‍🔥1

3.4K views04:34

ML Research Hub

💎 Visually Dehallucinative Instruction Generation: Know What You Don't Know

🍏 Github: https://github.com/ncsoft/idk

📕 Paper: https://arxiv.org/pdf/2402.09717v1.pdf

🔥 Dataset: https://paperswithcode.com/dataset/visual-question-answering

⭐ Tasks: https://paperswithcode.com/task/hallucination

👁 Telegram: https://news.1rj.ru/str/DataScienceT

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👍3❤1

3.46K viewsedited 11:53