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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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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
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
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
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
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
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
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
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
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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4 min read
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
PIGEON: Predicting Image Geolocations

PIGEON: Predicting Image Geolocations

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4 min read
GenN2N: Generative NeRF2NeRF Translation

GenN2N: Generative NeRF2NeRF Translation

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3 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
Congrats to the Coze AI Bot Challenge Winners!

Congrats to the Coze AI Bot Challenge Winners!

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2 min read
Towards a Brazilian History Knowledge Graph

Towards a Brazilian History Knowledge Graph

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5 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
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
Meet Auty, a bot designed to support and guide autistic individuals - on Coze

Meet Auty, a bot designed to support and guide autistic individuals - on Coze

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2 min read
The death of creativity

The death of creativity

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6 min read
LLM Model Sharding

LLM Model Sharding

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2 min read
Artificial Intelligence: The Future

Artificial Intelligence: The Future

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4 min read
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