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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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May 8, 2024 AI, Machine Learning and Computer Vision Meetup

May 8, 2024 AI, Machine Learning and Computer Vision Meetup

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3 min read
Iterative Reasoning Preference Optimization

Iterative Reasoning Preference Optimization

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4 min read
AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs

AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs

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

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

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4 min read
Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models

Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models

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5 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
DoRA: Weight-Decomposed Low-Rank Adaptation

DoRA: Weight-Decomposed Low-Rank Adaptation

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4 min read
InstructEdit: Instruction-based Knowledge Editing for Large Language Models

InstructEdit: Instruction-based Knowledge Editing for Large Language 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
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
Layered and Staged Monte Carlo Tree Search for SMT Strategy Synthesis

Layered and Staged Monte Carlo Tree Search for SMT Strategy Synthesis

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4 min read
Kosmos-G: Generating Images in Context with Multimodal Large Language Models

Kosmos-G: Generating Images in Context with Multimodal Large Language Models

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5 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
Extending Llama-3's Context Ten-Fold Overnight

Extending Llama-3's Context Ten-Fold Overnight

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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
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