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Voxel51 Filtered Views Newsletter - May 10, 2024

Voxel51 Filtered Views Newsletter - May 10, 2024

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11 min read
OptPDE: Discovering Novel Integrable Systems via AI-Human Collaboration

OptPDE: Discovering Novel Integrable Systems via AI-Human Collaboration

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4 min read
Large Language Models can Strategically Deceive their Users when Put Under Pressure

Large Language Models can Strategically Deceive their Users when Put Under Pressure

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4 min read
TIM: An Efficient Temporal Interaction Module for Spiking Transformer

TIM: An Efficient Temporal Interaction Module for Spiking Transformer

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5 min read
Creating a Stacked Mountain Chart (JS)

Creating a Stacked Mountain Chart (JS)

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6 min read
Recapping the AI, Machine Learning and Data Science Meetup — May 8, 2024

Recapping the AI, Machine Learning and Data Science Meetup — May 8, 2024

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9 min read
Creating AI Apps Using RAG & LangChain: A Step-by-Step Developer Guide!

Creating AI Apps Using RAG & LangChain: A Step-by-Step Developer Guide!

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7 min read
Basic Terms in Machine Learning (Model Training)

Basic Terms in Machine Learning (Model Training)

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4 min read
ID Document Recognition SDK by FacePlugin

ID Document Recognition SDK by FacePlugin

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1 min read
Can't say cant? Measuring and Reasoning of Dark Jargons in Large Language Models

Can't say cant? Measuring and Reasoning of Dark Jargons in Large Language Models

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3 min read
From ETL to Modern Integration Platforms

From ETL to Modern Integration Platforms

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4 min read
Generative Multimodal Models are In-Context Learners

Generative Multimodal Models are In-Context Learners

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4 min read
Assemblage: Automatic Binary Dataset Construction for Machine Learning

Assemblage: Automatic Binary Dataset Construction for Machine Learning

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4 min read
The Psychosocial Impacts of Generative AI Harms

The Psychosocial Impacts of Generative AI Harms

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4 min read
HCC Is All You Need: Alignment-The Sensible Kind Anyway-Is Just Human-Centered Computing

HCC Is All You Need: Alignment-The Sensible Kind Anyway-Is Just Human-Centered Computing

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4 min read
xLSTM: Extended Long Short-Term Memory

xLSTM: Extended Long Short-Term Memory

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3 min read
Mitigating LLM Hallucinations via Conformal Abstention

Mitigating LLM Hallucinations via Conformal Abstention

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4 min read
Popular data science libraries

Popular data science libraries

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9 min read
How to Visualize LiDAR Data

How to Visualize LiDAR Data

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1 min read
CascadedGaze: Efficiency in Global Context Extraction for Image Restoration

CascadedGaze: Efficiency in Global Context Extraction for Image Restoration

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3 min read
TrustScore: Reference-Free Evaluation of LLM Response Trustworthiness

TrustScore: Reference-Free Evaluation of LLM Response Trustworthiness

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3 min read
Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents

Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents

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4 min read
AlphaMath Almost Zero: process Supervision without process

AlphaMath Almost Zero: process Supervision without process

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4 min read
Automating Data Processes for Efficiency and Accuracy

Automating Data Processes for Efficiency and Accuracy

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5 min read
What to use parquet or CSV?

What to use parquet or CSV?

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3 min read
🗺️ Neo4J #GraphSummits as data!

🗺️ Neo4J #GraphSummits as data!

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1 min read
Accelerating ETL Processes for Timely Business Intelligence

Accelerating ETL Processes for Timely Business Intelligence

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4 min read
Prompt Design and Engineering: Introduction and Advanced Methods

Prompt Design and Engineering: Introduction and Advanced Methods

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4 min read
Generative AI Beyond LLMs: System Implications of Multi-Modal Generation

Generative AI Beyond LLMs: System Implications of Multi-Modal Generation

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3 min read
A Simple and Effective Pruning Approach for Large Language Models

A Simple and Effective Pruning Approach for Large Language Models

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3 min read
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity

Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity

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4 min read
SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking

SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking

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4 min read
Porting HPC Applications to AMD Instinct$^text{TM}$ MI300A Using Unified Memory and OpenMP

Porting HPC Applications to AMD Instinct$^text{TM}$ MI300A Using Unified Memory and OpenMP

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4 min read
Circuit Component Reuse Across Tasks in Transformer Language Models

Circuit Component Reuse Across Tasks in Transformer Language Models

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4 min read
R-Tuning: Instructing Large Language Models to Say `I Don't Know'

R-Tuning: Instructing Large Language Models to Say `I Don't Know'

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4 min read
Are aligned neural networks adversarially aligned?

Are aligned neural networks adversarially aligned?

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4 min read
Network reconstruction via the minimum description length principle

Network reconstruction via the minimum description length principle

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3 min read
Scalable Bayesian Inference in the Era of Deep Learning: From Gaussian Processes to Deep Neural Networks

Scalable Bayesian Inference in the Era of Deep Learning: From Gaussian Processes to Deep Neural Networks

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4 min read
Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Beyond Memorization: Violating Privacy Via Inference with Large Language Models

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3 min read
FLAME: Factuality-Aware Alignment for Large Language Models

FLAME: Factuality-Aware Alignment for Large Language Models

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4 min read
SAR image matching algorithm based on multi-class features

SAR image matching algorithm based on multi-class features

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4 min read
PopulAtion Parameter Averaging (PAPA)

PopulAtion Parameter Averaging (PAPA)

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3 min read
Poisoning Web-Scale Training Datasets is Practical

Poisoning Web-Scale Training Datasets is Practical

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3 min read
ChainForge: A Visual Toolkit for Prompt Engineering and LLM Hypothesis Testing

ChainForge: A Visual Toolkit for Prompt Engineering and LLM Hypothesis Testing

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3 min read
FurniScene: A Large-scale 3D Room Dataset with Intricate Furnishing Scenes

FurniScene: A Large-scale 3D Room Dataset with Intricate Furnishing Scenes

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4 min read
FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding

FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding

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4 min read
Data-driven customer acquisition: Machine Learning applied to Customer Lifetime Value

Data-driven customer acquisition: Machine Learning applied to Customer Lifetime Value

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7 min read
A typical Machine learning workflow

A typical Machine learning workflow

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1 min read
"Day 56 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Maths for Data Analysis (Probability - 2)

"Day 56 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Maths for Data Analysis (Probability - 2)

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1 min read
The Age of Smart Applications: How AI is Redefining Business Software

The Age of Smart Applications: How AI is Redefining Business Software

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3 min read
Wukong: Towards a Scaling Law for Large-Scale Recommendation

Wukong: Towards a Scaling Law for Large-Scale Recommendation

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3 min read
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

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4 min read
Visual Enumeration is Challenging for Large-scale Generative AI

Visual Enumeration is Challenging for Large-scale Generative AI

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5 min read
RGB$leftrightarrow$X: Image decomposition and synthesis using material- and lighting-aware diffusion models

RGB$leftrightarrow$X: Image decomposition and synthesis using material- and lighting-aware diffusion models

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3 min read
Practical Performance Guarantees for Pipelined DNN Inference

Practical Performance Guarantees for Pipelined DNN Inference

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4 min read
Mentions of Prejudice in News Media -- An International Comparison

Mentions of Prejudice in News Media -- An International Comparison

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4 min read
Invisible Stitch: Generating Smooth 3D Scenes with Depth Inpainting

Invisible Stitch: Generating Smooth 3D Scenes with Depth Inpainting

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4 min read
Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable

Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable

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4 min read
Wisdom of the Silicon Crowd: LLM Ensemble Prediction Capabilities Rival Human Crowd Accuracy

Wisdom of the Silicon Crowd: LLM Ensemble Prediction Capabilities Rival Human Crowd Accuracy

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4 min read
A Primer on the Inner Workings of Transformer-based Language Models

A Primer on the Inner Workings of Transformer-based Language Models

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4 min read
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