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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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The rising costs of training frontier AI models
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The rising costs of training frontier AI models

#machinelearning #ai #beginners #datascience
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5 min read
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models
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Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models

#machinelearning #ai #beginners #datascience
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4 min read
Towards Lightweight Super-Resolution with Dual Regression Learning
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Towards Lightweight Super-Resolution with Dual Regression Learning

#machinelearning #ai #beginners #datascience
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3 min read
Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities
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Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities

#machinelearning #ai #beginners #datascience
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4 min read
Zipper: A Multi-Tower Decoder Architecture for Fusing Modalities
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Zipper: A Multi-Tower Decoder Architecture for Fusing Modalities

#machinelearning #ai #beginners #datascience
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4 min read
Diffusion On Syntax Trees For Program Synthesis
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Diffusion On Syntax Trees For Program Synthesis

#machinelearning #ai #beginners #datascience
2
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4 min read
PlaceFormer: Transformer-based Visual Place Recognition using Multi-Scale Patch Selection and Fusion
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PlaceFormer: Transformer-based Visual Place Recognition using Multi-Scale Patch Selection and Fusion

#machinelearning #ai #beginners #datascience
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3 min read
Formalizing and Benchmarking Prompt Injection Attacks and Defenses
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Formalizing and Benchmarking Prompt Injection Attacks and Defenses

#machinelearning #ai #beginners #datascience
2
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4 min read
Neural Network Parameter Diffusion
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Neural Network Parameter Diffusion

#machinelearning #ai #beginners #datascience
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4 min read
Learning to Model the World with Language
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Learning to Model the World with Language

#machinelearning #ai #beginners #datascience
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4 min read
Is In-Context Learning Sufficient for Instruction Following in LLMs?
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Is In-Context Learning Sufficient for Instruction Following in LLMs?

#machinelearning #ai #beginners #datascience
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4 min read
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
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SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

#machinelearning #ai #beginners #datascience
1
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4 min read
Large Language Models Can Self-Improve At Web Agent Tasks
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Large Language Models Can Self-Improve At Web Agent Tasks

#machinelearning #ai #beginners #datascience
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3 min read
Executable Code Actions Elicit Better LLM Agents
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Executable Code Actions Elicit Better LLM Agents

#machinelearning #ai #beginners #datascience
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4 min read
There and Back Again: The AI Alignment Paradox
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There and Back Again: The AI Alignment Paradox

#machinelearning #ai #beginners #datascience
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4 min read
Privacy-Aware Visual Language Models
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Privacy-Aware Visual Language Models

#machinelearning #ai #beginners #datascience
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4 min read
Sparse maximal update parameterization: A holistic approach to sparse training dynamics
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Sparse maximal update parameterization: A holistic approach to sparse training dynamics

#machinelearning #ai #beginners #datascience
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5 min read
LLMs achieve adult human performance on higher-order theory of mind tasks
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LLMs achieve adult human performance on higher-order theory of mind tasks

#machinelearning #ai #beginners #datascience
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4 min read
LLaMA Pro: Progressive LLaMA with Block Expansion
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LLaMA Pro: Progressive LLaMA with Block Expansion

#machinelearning #ai #beginners #datascience
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5 min read
Metaheuristics and Large Language Models Join Forces: Towards an Integrated Optimization Approach
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Metaheuristics and Large Language Models Join Forces: Towards an Integrated Optimization Approach

#machinelearning #ai #beginners #datascience
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4 min read
Assessing Large Language Models on Climate Information
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Assessing Large Language Models on Climate Information

#machinelearning #ai #beginners #datascience
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3 min read
ToonCrafter: Generative Cartoon Interpolation
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ToonCrafter: Generative Cartoon Interpolation

#machinelearning #ai #beginners #datascience
3
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4 min read
gzip Predicts Data-dependent Scaling Laws
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gzip Predicts Data-dependent Scaling Laws

#machinelearning #ai #beginners #datascience
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4 min read
Evaluating AI-generated code for C++, Fortran, Go, Java, Julia, Matlab, Python, R, and Rust
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Evaluating AI-generated code for C++, Fortran, Go, Java, Julia, Matlab, Python, R, and Rust

#machinelearning #ai #beginners #datascience
1
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4 min read
You Need to Pay Better Attention: Rethinking the Mathematics of Attention Mechanism
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You Need to Pay Better Attention: Rethinking the Mathematics of Attention Mechanism

#machinelearning #ai #beginners #datascience
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4 min read
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