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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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SqueezeSAM: User friendly mobile interactive segmentation
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SqueezeSAM: User friendly mobile interactive segmentation

#machinelearning #ai #beginners #datascience
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3 min read
Special Characters Attack: Toward Scalable Training Data Extraction From Large Language Models
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Special Characters Attack: Toward Scalable Training Data Extraction From Large Language Models

#machinelearning #ai #beginners #datascience
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4 min read
Distinguishing Tor From Other Encrypted Network Traffic Through Character Analysis
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Distinguishing Tor From Other Encrypted Network Traffic Through Character Analysis

#machinelearning #ai #beginners #datascience
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3 min read
Chameleon: Mixed-Modal Early-Fusion Foundation Models
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Chameleon: Mixed-Modal Early-Fusion Foundation Models

#machinelearning #ai #beginners #datascience
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4 min read
SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models
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SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models

#machinelearning #ai #beginners #datascience
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4 min read
A Spectral Condition for Feature Learning
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A Spectral Condition for Feature Learning

#machinelearning #ai #beginners #datascience
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4 min read
VILA: On Pre-training for Visual Language Models
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VILA: On Pre-training for Visual Language Models

#machinelearning #ai #beginners #datascience
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4 min read
Observational Scaling Laws and the Predictability of Language Model Performance
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Observational Scaling Laws and the Predictability of Language Model Performance

#machinelearning #ai #beginners #datascience
1
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4 min read
Thinking Tokens for Language Modeling
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Thinking Tokens for Language Modeling

#machinelearning #ai #beginners #datascience
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3 min read
On the Security Vulnerabilities of Text-to-SQL Models
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On the Security Vulnerabilities of Text-to-SQL Models

#machinelearning #ai #beginners #datascience
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3 min read
Multimodal Chain-of-Thought Reasoning in Language Models
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Multimodal Chain-of-Thought Reasoning in Language Models

#machinelearning #ai #beginners #datascience
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4 min read
An Analysis of Quantile Temporal-Difference Learning
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An Analysis of Quantile Temporal-Difference Learning

#machinelearning #ai #beginners #datascience
1
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4 min read
GPT-4 passes most of the 297 written Polish Board Certification Examinations
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GPT-4 passes most of the 297 written Polish Board Certification Examinations

#machinelearning #ai #beginners #datascience
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3 min read
Zero-Shot Tokenizer Transfer
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Zero-Shot Tokenizer Transfer

#machinelearning #ai #beginners #datascience
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4 min read
Hydragen: High-Throughput LLM Inference with Shared Prefixes
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Hydragen: High-Throughput LLM Inference with Shared Prefixes

#machinelearning #ai #beginners #datascience
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4 min read
Training-Free Consistent Text-to-Image Generation
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Training-Free Consistent Text-to-Image Generation

#machinelearning #ai #beginners #datascience
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4 min read
Can Large Language Models Write Parallel Code?
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Can Large Language Models Write Parallel Code?

#machinelearning #ai #beginners #datascience
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3 min read
Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems
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Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems

#machinelearning #ai #beginners #datascience
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4 min read
FOLIO: Natural Language Reasoning with First-Order Logic
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FOLIO: Natural Language Reasoning with First-Order Logic

#machinelearning #ai #beginners #datascience
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4 min read
Biomedical knowledge graph-optimized prompt generation for large language models
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Biomedical knowledge graph-optimized prompt generation for large language models

#machinelearning #ai #beginners #datascience
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3 min read
Layer-Condensed KV Cache for Efficient Inference of Large Language Models
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Layer-Condensed KV Cache for Efficient Inference of Large Language Models

#machinelearning #ai #beginners #datascience
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5 min read
QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving
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QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving

#machinelearning #ai #beginners #datascience
1
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4 min read
Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models
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Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models

#machinelearning #ai #beginners #datascience
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5 min read
Simultaneous Many-Row Activation in Off-the-Shelf DRAM Chips: Experimental Characterization and Analysis
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Simultaneous Many-Row Activation in Off-the-Shelf DRAM Chips: Experimental Characterization and Analysis

#machinelearning #ai #beginners #datascience
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4 min read
The Platonic Representation Hypothesis
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The Platonic Representation Hypothesis

#machinelearning #ai #beginners #datascience
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3 min read
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