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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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Thermodynamic Linear Algebra

Thermodynamic Linear Algebra

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3 min read
The Bayesian Learning Rule

The Bayesian Learning Rule

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5 min read
Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question?

Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question?

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4 min read
Creativity Has Left the Chat: The Price of Debiasing Language Models

Creativity Has Left the Chat: The Price of Debiasing Language Models

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3 min read
Guardrail Baselines for Unlearning in LLMs

Guardrail Baselines for Unlearning in LLMs

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4 min read
RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair

RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair

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4 min read
Magicoder: Empowering Code Generation with OSS-Instruct

Magicoder: Empowering Code Generation with OSS-Instruct

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4 min read
Harnessing the Power of Generative AI for Practical Business Solutions

Harnessing the Power of Generative AI for Practical Business Solutions

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3 min read
Advanced Time-Series & Python Libraries

Advanced Time-Series & Python Libraries

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2 min read
Confusion Matrix: A Clear Guide to Understanding It

Confusion Matrix: A Clear Guide to Understanding It

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5 min read
Best way to start learning Machine Learning

Best way to start learning Machine Learning

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3 min read
Insights on the future of AI/ML field for BTech AI/ML Engineering graduates

Insights on the future of AI/ML field for BTech AI/ML Engineering graduates

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7 min read
Use Hugging Face's ControlNet

Use Hugging Face's ControlNet

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2 min read
Day 6 of Machine Learning||Supervised ML Algorithms

Day 6 of Machine Learning||Supervised ML Algorithms

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2 min read
5 Developer Techniques to Enhance LLMs Performance!

5 Developer Techniques to Enhance LLMs Performance!

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8 min read
Fix SHAP Multiclass Summary Plot - Downgrade to v0.44.1 from 0.45.0

Fix SHAP Multiclass Summary Plot - Downgrade to v0.44.1 from 0.45.0

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2 min read
A single API for all your conversational generative AI applications

A single API for all your conversational generative AI applications

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5 min read
CVPR Edition: Voxel51 Filtered Views Newsletter - June 21, 2024

CVPR Edition: Voxel51 Filtered Views Newsletter - June 21, 2024

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5 min read
How I discovered Named Entity Recognition while trying to remove gibberish from a string.

How I discovered Named Entity Recognition while trying to remove gibberish from a string.

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3 min read
Ethical AI: Balancing Innovation with Responsibility

Ethical AI: Balancing Innovation with Responsibility

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2 min read
YOLOv10 on Custom Dataset

YOLOv10 on Custom Dataset

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2 min read
Navigating the Testing Challenges in Machine Learning Systems

Navigating the Testing Challenges in Machine Learning Systems

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3 min read
TinyLlama: An Open-Source Small Language Model

TinyLlama: An Open-Source Small Language Model

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4 min read
Vision-LSTM: xLSTM as Generic Vision Backbone

Vision-LSTM: xLSTM as Generic Vision Backbone

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4 min read
Bootstrap3D: Improving 3D Content Creation with Synthetic Data

Bootstrap3D: Improving 3D Content Creation with Synthetic Data

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4 min read
Common Pitfalls in Machine Learning Model Inference for Beginners and How to Solve Them

Common Pitfalls in Machine Learning Model Inference for Beginners and How to Solve Them

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2 min read
Improving Text Embeddings with Large Language Models

Improving Text Embeddings with Large Language Models

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3 min read
Open-Endedness is Essential for Artificial Superhuman Intelligence

Open-Endedness is Essential for Artificial Superhuman Intelligence

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4 min read
Scalable MatMul-free Language Modeling

Scalable MatMul-free Language Modeling

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4 min read
Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call Graphlets

Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call Graphlets

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4 min read
Ask LLMs Directly, What shapes your bias?: Measuring Social Bias in Large Language Models

Ask LLMs Directly, What shapes your bias?: Measuring Social Bias in Large Language Models

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1 min read
Graph Convolutional Branch and Bound

Graph Convolutional Branch and Bound

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3 min read
QuIP#: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks

QuIP#: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks

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3 min read
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

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5 min read
CityDreamer: Compositional Generative Model of Unbounded 3D Cities

CityDreamer: Compositional Generative Model of Unbounded 3D Cities

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3 min read
Wav2Prompt: End-to-End Speech Prompt Generation and Tuning For LLM in Zero and Few-shot Learning

Wav2Prompt: End-to-End Speech Prompt Generation and Tuning For LLM in Zero and Few-shot Learning

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3 min read
Scalable Detection of Salient Entities in News Articles

Scalable Detection of Salient Entities in News Articles

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3 min read
Approximate Nearest Neighbor Search with Window Filters

Approximate Nearest Neighbor Search with Window Filters

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3 min read
Improving Alignment and Robustness with Short Circuiting

Improving Alignment and Robustness with Short Circuiting

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4 min read
Statistics for Data Science and Machine Learning

Statistics for Data Science and Machine Learning

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9 min read
Building your first machine learning model in Python

Building your first machine learning model in Python

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6 min read
Understanding Generative AI and LLMs

Understanding Generative AI and LLMs

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3 min read
What other skills does industry need in ML?

What other skills does industry need in ML?

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1 min read
Search Engines 2.0: Powered by LLMs and Multilingual Voice Search

Search Engines 2.0: Powered by LLMs and Multilingual Voice Search

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8 min read
Computer Vision Meetup: Lessons Learned fine-tuning Llama2 for Autonomous Agents 31:03

Computer Vision Meetup: Lessons Learned fine-tuning Llama2 for Autonomous Agents

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1 min read
China's new Sora rival is here

China's new Sora rival is here

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1 min read
From sticks and levers to worlds and chasms

From sticks and levers to worlds and chasms

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2 min read
WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning

WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning

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3 min read
Computer Vision Meetup: Combining Hugging Face Transformer Models and Image Data with FiftyOne 09:25

Computer Vision Meetup: Combining Hugging Face Transformer Models and Image Data with FiftyOne

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1 min read
Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

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4 min read
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

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4 min read
ReGAL: Refactoring Programs to Discover Generalizable Abstractions

ReGAL: Refactoring Programs to Discover Generalizable Abstractions

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4 min read
InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification

InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification

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3 min read
Knockout: A simple way to handle missing inputs

Knockout: A simple way to handle missing inputs

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4 min read
Deep Learning for Camera Calibration and Beyond: A Survey

Deep Learning for Camera Calibration and Beyond: A Survey

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4 min read
Gated Linear Attention Transformers with Hardware-Efficient Training

Gated Linear Attention Transformers with Hardware-Efficient Training

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4 min read
LLMs cannot find reasoning errors, but can correct them given the error location

LLMs cannot find reasoning errors, but can correct them given the error location

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5 min read
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

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4 min read
Can LLMs Separate Instructions From Data? And What Do We Even Mean By That?

Can LLMs Separate Instructions From Data? And What Do We Even Mean By That?

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4 min read
Enhancing Multimodal Large Language Models with Vision Detection Models: An Empirical Study

Enhancing Multimodal Large Language Models with Vision Detection Models: An Empirical Study

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4 min read
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