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Vision Transformers Need Registers

Vision Transformers Need Registers

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4 min read
The Impact of Depth on Compositional Generalization in Transformer Language Models

The Impact of Depth on Compositional Generalization in Transformer Language Models

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4 min read
Chapter: Vulnerability of Quantum Information Systems to Collective Manipulation

Chapter: Vulnerability of Quantum Information Systems to Collective Manipulation

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4 min read
ChatGPT Can Predict the Future when it Tells Stories Set in the Future About the Past

ChatGPT Can Predict the Future when it Tells Stories Set in the Future About the Past

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4 min read
Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists

Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists

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Generalization in diffusion models arises from geometry-adaptive harmonic representations

Generalization in diffusion models arises from geometry-adaptive harmonic representations

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Conformer-1: Robust ASR via Large-Scale Semisupervised Bootstrapping

Conformer-1: Robust ASR via Large-Scale Semisupervised Bootstrapping

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4 min read
CodecLM: Aligning Language Models with Tailored Synthetic Data

CodecLM: Aligning Language Models with Tailored Synthetic Data

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JetMoE: Reaching Llama2 Performance with 0.1M Dollars

JetMoE: Reaching Llama2 Performance with 0.1M Dollars

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SC-GS: Sparse-Controlled Gaussian Splatting for Editable Dynamic Scenes

SC-GS: Sparse-Controlled Gaussian Splatting for Editable Dynamic Scenes

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Announcing FiftyOne 0.23.7 and FiftyOne Teams 1.5.8

Announcing FiftyOne 0.23.7 and FiftyOne Teams 1.5.8

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6 min read
"Day 43 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Mathematics for Data Analysis (Stats Day -22)

"Day 43 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Mathematics for Data Analysis (Stats Day -22)

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2 min read
"Day 50 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Maths for Data Analysis ( Per & Comb- 5)

"Day 50 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Maths for Data Analysis ( Per & Comb- 5)

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2 min read
ETL VS ELT (Data Pipeline)

ETL VS ELT (Data Pipeline)

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1 min read
The death of creativity

The death of creativity

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6 min read
Validating Linear Regression Assumptions: A Comprehensive Approach to Multivariate Normality

Validating Linear Regression Assumptions: A Comprehensive Approach to Multivariate Normality

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4 min read
CVPR 2024 Survival Guide: Five Vision-Language Papers You Don’t Want to Miss

CVPR 2024 Survival Guide: Five Vision-Language Papers You Don’t Want to Miss

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9 min read
Exploring the Top AI Blogs of 2024: Illuminating Insights into Artificial Intelligence

Exploring the Top AI Blogs of 2024: Illuminating Insights into Artificial Intelligence

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3 min read
Exploring Multicollinearity: Strategies for Detecting and Managing Correlated Predictors in Regression Analysis

Exploring Multicollinearity: Strategies for Detecting and Managing Correlated Predictors in Regression Analysis

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3 min read
Unravelling Linearity: My Journey in Regression Modeling

Unravelling Linearity: My Journey in Regression Modeling

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3 min read
The Importance of Data Science in Today’s World

The Importance of Data Science in Today’s World

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1 min read
Independence of Errors: A Guide to Validating Linear Regression Assumptions

Independence of Errors: A Guide to Validating Linear Regression Assumptions

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LLMs are secretly good at regression calculations

LLMs are secretly good at regression calculations

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The Use of Generative Search Engines for Knowledge Work and Complex Tasks

The Use of Generative Search Engines for Knowledge Work and Complex Tasks

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3 min read
The Optimal Choice of Hypothesis Is the Weakest, Not the Shortest

The Optimal Choice of Hypothesis Is the Weakest, Not the Shortest

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4 min read
From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples

From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples

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4 min read
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications

From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications

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4 min read
The Topos of Transformer Networks

The Topos of Transformer Networks

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Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning

Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning

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4 min read
Impact of Extensions on Browser Performance: An Empirical Study on Google Chrome

Impact of Extensions on Browser Performance: An Empirical Study on Google Chrome

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3 min read
Increased LLM Vulnerabilities from Fine-tuning and Quantization

Increased LLM Vulnerabilities from Fine-tuning and Quantization

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4 min read
94% on CIFAR-10 in 3.29 Seconds on a Single GPU

94% on CIFAR-10 in 3.29 Seconds on a Single GPU

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3 min read
Accelerating Recommender Model Training by Dynamically Skipping Stale Embeddings

Accelerating Recommender Model Training by Dynamically Skipping Stale Embeddings

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4 min read
Scaling Laws for Data Filtering -- Data Curation cannot be Compute Agnostic

Scaling Laws for Data Filtering -- Data Curation cannot be Compute Agnostic

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4 min read
FiftyOne Computer Vision Tips and Tricks - April 12, 2024

FiftyOne Computer Vision Tips and Tricks - April 12, 2024

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Optical Character Recognition with PyTesseract

Optical Character Recognition with PyTesseract

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9 min read
PIGEON: Predicting Image Geolocations

PIGEON: Predicting Image Geolocations

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Unleashing the basics of Exploratory Data Analysis||EDA

Unleashing the basics of Exploratory Data Analysis||EDA

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4 min read
Characterization of Large Language Model Development in the Datacenter

Characterization of Large Language Model Development in the Datacenter

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4 min read
ShapeFusion: A 3D diffusion model for localized shape editing

ShapeFusion: A 3D diffusion model for localized shape editing

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6 min read
SonicVisionLM: Playing Sound with Vision Language Models

SonicVisionLM: Playing Sound with Vision Language Models

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4 min read
Efficient Quantum Circuit Design with a Standard Cell Approach, with an Application to Neutral Atom Quantum Computers

Efficient Quantum Circuit Design with a Standard Cell Approach, with an Application to Neutral Atom Quantum Computers

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4 min read
Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence

Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence

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4 min read
Impossible Distillation: from Low-Quality Model to High-Quality Dataset & Model for Summarization and Paraphrasing

Impossible Distillation: from Low-Quality Model to High-Quality Dataset & Model for Summarization and Paraphrasing

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3 min read
Advancing LLM Reasoning Generalists with Preference Trees

Advancing LLM Reasoning Generalists with Preference Trees

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4 min read
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning

MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning

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3 min read
PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits

PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits

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5 min read
BlockFusion: Expandable 3D Scene Generation using Latent Tri-plane Extrapolation

BlockFusion: Expandable 3D Scene Generation using Latent Tri-plane Extrapolation

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4 min read
AIJack: Let's Hijack AI! Security and Privacy Risk Simulator for Machine Learning

AIJack: Let's Hijack AI! Security and Privacy Risk Simulator for Machine Learning

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4 min read
Cross-Attention Makes Inference Cumbersome in Text-to-Image Diffusion Models

Cross-Attention Makes Inference Cumbersome in Text-to-Image Diffusion Models

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MM-Interleaved: Interleaved Image-Text Generative Modeling via Multi-modal Feature Synchronizer

MM-Interleaved: Interleaved Image-Text Generative Modeling via Multi-modal Feature Synchronizer

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4 min read
GenN2N: Generative NeRF2NeRF Translation

GenN2N: Generative NeRF2NeRF Translation

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3 min read
đź”— Linking Gender Equality UN SDGs and country's Open Data

đź”— Linking Gender Equality UN SDGs and country's Open Data

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Towards a Brazilian History Knowledge Graph

Towards a Brazilian History Knowledge Graph

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5 min read
On the Efficiency of Convolutional Neural Networks

On the Efficiency of Convolutional Neural Networks

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5 min read
A shared compilation stack for distributed-memory parallelism in stencil DSLs

A shared compilation stack for distributed-memory parallelism in stencil DSLs

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4 min read
DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation

DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation

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2 min read
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning

Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning

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3 min read
Towards Robust Continual Learning with Bayesian Adaptive Moment Regularization

Towards Robust Continual Learning with Bayesian Adaptive Moment Regularization

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3 min read
Top 10 Common Data Engineers and Scientists Pain Points in 2024

Top 10 Common Data Engineers and Scientists Pain Points in 2024

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5 min read
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