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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
Make Your LLM Fully Utilize the Context

Make Your LLM Fully Utilize the Context

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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
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
Benchmarking Benchmark Leakage in Large Language Models

Benchmarking Benchmark Leakage in Large Language 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
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
Extending Llama-3's Context Ten-Fold Overnight

Extending Llama-3's Context Ten-Fold Overnight

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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
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
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
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
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
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
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
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