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

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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
Benchmarking Benchmark Leakage in Large Language Models

Benchmarking Benchmark Leakage in Large Language Models

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4 min read
EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning

EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning

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5 min read
AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs

AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs

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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
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
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
Make Your LLM Fully Utilize the Context

Make Your LLM Fully Utilize the Context

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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
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
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
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
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
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
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