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Data Science allows us to extract meaning from and interpret data.

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Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

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4 min read
Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification

Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification

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3 min read
BlenderAlchemy: Editing 3D Graphics with Vision-Language Models

BlenderAlchemy: Editing 3D Graphics with Vision-Language Models

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4 min read
Cross-validation in Machine Learning

Cross-validation in Machine Learning

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4 min read
Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs

Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs

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3 min read
Iterative Reasoning Preference Optimization

Iterative Reasoning Preference Optimization

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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
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
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
AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs

AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs

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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
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