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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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AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs

AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs

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

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

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4 min read
DoRA: Weight-Decomposed Low-Rank Adaptation

DoRA: Weight-Decomposed Low-Rank Adaptation

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

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

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

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

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4 min read
RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation

RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation

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4 min read
Make Your LLM Fully Utilize the Context

Make Your LLM Fully Utilize the Context

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4 min read
CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models

CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models

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

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

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

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

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4 min read
Neural-Symbolic Recursive Machine for Systematic Generalization

Neural-Symbolic Recursive Machine for Systematic Generalization

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4 min read
Step Differences in Instructional Video

Step Differences in Instructional Video

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4 min read
Building a Large Japanese Web Corpus for Large Language Models

Building a Large Japanese Web Corpus for Large Language Models

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

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

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4 min read
Relational Graph Convolutional Networks for Sentiment Analysis

Relational Graph Convolutional Networks for Sentiment Analysis

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5 min read
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