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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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RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation
mikeyoung44 profile

RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation

#machinelearning #ai #beginners #datascience
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4 min read
Iterative Reasoning Preference Optimization
mikeyoung44 profile

Iterative Reasoning Preference Optimization

#machinelearning #ai #beginners #datascience
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4 min read
Layered and Staged Monte Carlo Tree Search for SMT Strategy Synthesis
mikeyoung44 profile

Layered and Staged Monte Carlo Tree Search for SMT Strategy Synthesis

#machinelearning #ai #beginners #datascience
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4 min read
Tunnel Try-on: Excavating Spatial-temporal Tunnels for High-quality Virtual Try-on in Videos
mikeyoung44 profile

Tunnel Try-on: Excavating Spatial-temporal Tunnels for High-quality Virtual Try-on in Videos

#machinelearning #ai #beginners #datascience
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3 min read
Make Your LLM Fully Utilize the Context
mikeyoung44 profile

Make Your LLM Fully Utilize the Context

#machinelearning #ai #beginners #datascience
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4 min read
Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models
mikeyoung44 profile

Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models

#machinelearning #ai #beginners #datascience
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4 min read
CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models
mikeyoung44 profile

CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models

#machinelearning #ai #beginners #datascience
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4 min read
DoRA: Weight-Decomposed Low-Rank Adaptation
mikeyoung44 profile

DoRA: Weight-Decomposed Low-Rank Adaptation

#machinelearning #ai #beginners #datascience
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4 min read
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
mikeyoung44 profile

DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

#machinelearning #ai #beginners #datascience
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4 min read
Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models
mikeyoung44 profile

Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models

#machinelearning #ai #beginners #datascience
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4 min read
AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
mikeyoung44 profile

AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs

#machinelearning #ai #beginners #datascience
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4 min read
Building a Large Japanese Web Corpus for Large Language Models
mikeyoung44 profile

Building a Large Japanese Web Corpus for Large Language Models

#machinelearning #ai #beginners #datascience
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3 min read
InstructEdit: Instruction-based Knowledge Editing for Large Language Models
mikeyoung44 profile

InstructEdit: Instruction-based Knowledge Editing for Large Language Models

#machinelearning #ai #beginners #datascience
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4 min read
Kosmos-G: Generating Images in Context with Multimodal Large Language Models
mikeyoung44 profile

Kosmos-G: Generating Images in Context with Multimodal Large Language Models

#machinelearning #ai #beginners #datascience
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5 min read
Extending Llama-3's Context Ten-Fold Overnight
mikeyoung44 profile

Extending Llama-3's Context Ten-Fold Overnight

#machinelearning #ai #beginners #datascience
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4 min read
Relay Mining: Incentivizing Full Non-Validating Nodes Servicing All RPC Types
mikeyoung44 profile

Relay Mining: Incentivizing Full Non-Validating Nodes Servicing All RPC Types

#machinelearning #ai #beginners #datascience
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4 min read
Step Differences in Instructional Video
mikeyoung44 profile

Step Differences in Instructional Video

#machinelearning #ai #beginners #datascience
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4 min read
Neural-Symbolic Recursive Machine for Systematic Generalization
mikeyoung44 profile

Neural-Symbolic Recursive Machine for Systematic Generalization

#machinelearning #ai #beginners #datascience
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4 min read
Benchmarking Benchmark Leakage in Large Language Models
mikeyoung44 profile

Benchmarking Benchmark Leakage in Large Language Models

#machinelearning #ai #beginners #datascience
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4 min read
Relational Graph Convolutional Networks for Sentiment Analysis
mikeyoung44 profile

Relational Graph Convolutional Networks for Sentiment Analysis

#machinelearning #ai #beginners #datascience
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5 min read
LDB: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step
mikeyoung44 profile

LDB: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step

#machinelearning #ai #beginners #datascience
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4 min read
Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping
mikeyoung44 profile

Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping

#machinelearning #ai #beginners #datascience
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4 min read
EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning
mikeyoung44 profile

EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning

#machinelearning #ai #beginners #datascience
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5 min read
Paint by Inpaint: Learning to Add Image Objects by Removing Them First
mikeyoung44 profile

Paint by Inpaint: Learning to Add Image Objects by Removing Them First

#machinelearning #ai #beginners #datascience
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4 min read
Benchmarking Mobile Device Control Agents across Diverse Configurations
mikeyoung44 profile

Benchmarking Mobile Device Control Agents across Diverse Configurations

#machinelearning #ai #beginners #datascience
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4 min read
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