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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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Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping
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Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping

#machinelearning #ai #beginners #datascience
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4 min read
Tunnel Try-on: Excavating Spatial-temporal Tunnels for High-quality Virtual Try-on in Videos
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Tunnel Try-on: Excavating Spatial-temporal Tunnels for High-quality Virtual Try-on in Videos

#machinelearning #ai #beginners #datascience
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4 min read
RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation
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RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation

#machinelearning #ai #beginners #datascience
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4 min read
Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models
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Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models

#machinelearning #ai #beginners #datascience
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5 min read
Make Your LLM Fully Utilize the Context
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Make Your LLM Fully Utilize the Context

#machinelearning #ai #beginners #datascience
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4 min read
AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
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AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs

#machinelearning #ai #beginners #datascience
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4 min read
DoRA: Weight-Decomposed Low-Rank Adaptation
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DoRA: Weight-Decomposed Low-Rank Adaptation

#machinelearning #ai #beginners #datascience
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4 min read
Layered and Staged Monte Carlo Tree Search for SMT Strategy Synthesis
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Layered and Staged Monte Carlo Tree Search for SMT Strategy Synthesis

#machinelearning #ai #beginners #datascience
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4 min read
EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning
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EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning

#machinelearning #ai #beginners #datascience
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5 min read
Benchmarking Benchmark Leakage in Large Language Models
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Benchmarking Benchmark Leakage in Large Language Models

#machinelearning #ai #beginners #datascience
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4 min read
Extending Llama-3's Context Ten-Fold Overnight
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Extending Llama-3's Context Ten-Fold Overnight

#machinelearning #ai #beginners #datascience
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4 min read
CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models
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CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models

#machinelearning #ai #beginners #datascience
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4 min read
Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models
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Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models

#machinelearning #ai #beginners #datascience
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4 min read
InstructEdit: Instruction-based Knowledge Editing for Large Language Models
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InstructEdit: Instruction-based Knowledge Editing for Large Language Models

#machinelearning #ai #beginners #datascience
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4 min read
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
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DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

#machinelearning #ai #beginners #datascience
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5 min read
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