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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists

Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists

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4 min read
GoEX: Perspectives and Designs Towards a Runtime for Autonomous LLM Applications

GoEX: Perspectives and Designs Towards a Runtime for Autonomous LLM Applications

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4 min read
Show Your Work with Confidence: Confidence Bands for Tuning Curves

Show Your Work with Confidence: Confidence Bands for Tuning Curves

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4 min read
SC-GS: Sparse-Controlled Gaussian Splatting for Editable Dynamic Scenes

SC-GS: Sparse-Controlled Gaussian Splatting for Editable Dynamic Scenes

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4 min read
Rho-1: Not All Tokens Are What You Need

Rho-1: Not All Tokens Are What You Need

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4 min read
Scaling (Down) CLIP: A Comprehensive Analysis of Data, Architecture, and Training Strategies

Scaling (Down) CLIP: A Comprehensive Analysis of Data, Architecture, and Training Strategies

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3 min read
The Expressive Power of Transformers with Chain of Thought

The Expressive Power of Transformers with Chain of Thought

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5 min read
CodecLM: Aligning Language Models with Tailored Synthetic Data

CodecLM: Aligning Language Models with Tailored Synthetic Data

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4 min read
RecurrentGemma: Moving Past Transformers for Efficient Open Language Models

RecurrentGemma: Moving Past Transformers for Efficient Open Language Models

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4 min read
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

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3 min read
MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies

MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies

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3 min read
JetMoE: Reaching Llama2 Performance with 0.1M Dollars

JetMoE: Reaching Llama2 Performance with 0.1M Dollars

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4 min read
The Impact of Depth on Compositional Generalization in Transformer Language Models

The Impact of Depth on Compositional Generalization in Transformer Language Models

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4 min read
Conformer-1: Robust ASR via Large-Scale Semisupervised Bootstrapping

Conformer-1: Robust ASR via Large-Scale Semisupervised Bootstrapping

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4 min read
Announcing FiftyOne 0.23.7 and FiftyOne Teams 1.5.8

Announcing FiftyOne 0.23.7 and FiftyOne Teams 1.5.8

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6 min read
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