Asia
Understanding Hallucinations in Diffusion Models through Mode Interpolation
Neural Information Processing Systems
But where do such hallucinations come from?
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- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
- Europe > Germany > Bavaria > Upper Bavaria > Munich (0.04)
- Asia (0.04)
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- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.93)
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- Asia > Macao (0.14)
- North America > Canada > Quebec > Montreal (0.04)
- North America > United States > Utah > Salt Lake County > Salt Lake City (0.04)
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- Europe > United Kingdom > England > Oxfordshire > Oxford (0.14)
- Europe > Austria > Vienna (0.14)
- Europe > Russia (0.04)
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- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.68)
Semantic Density: Uncertainty Quantification for Large Language Models through Confidence Measurement in Semantic Space
Neural Information Processing Systems
A new framework is proposed in this paper to address these issues.
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- Asia > Singapore (0.04)
- Asia > Indonesia > Bali (0.04)
- North America > United States > California > San Francisco County > San Francisco (0.04)
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- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Chatbot (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Performance Analysis > Accuracy (0.67)
InfoRM: Mitigating Reward Hacking in RLHF via Information-Theoretic Reward Modeling Y uchun Miao
Neural Information Processing Systems
With the advent of large language models (LLMs), reinforcement learning from human feedback (RLHF) has emerged as a pivotal technological paradigm to align models' behaviors with human values [
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- Asia > Singapore (0.14)
- North America > United States > Virginia (0.04)
- Europe > Italy > Calabria > Catanzaro Province > Catanzaro (0.04)
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- Research Report > Experimental Study (0.93)
- Research Report > New Finding (0.93)
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- North America > United States > New Jersey > Mercer County > Princeton (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Europe > Spain > Catalonia > Barcelona Province > Barcelona (0.04)
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- Research Report > New Finding (0.93)
- Research Report > Experimental Study (0.92)
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- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (1.00)
- Information Technology > Mathematics of Computing (0.68)
- Information Technology > Data Science (0.67)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Undirected Networks > Markov Models (0.48)
Kernel PCA for Out-of-Distribution Detection Kun Fang
Neural Information Processing Systems
Out-of-Distribution (OoD) detection is vital for the reliability of Deep Neural Networks (DNNs).
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- North America > United States > Louisiana > Orleans Parish > New Orleans (0.04)
- North America > Dominican Republic (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
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- North America > United States > California > San Francisco County > San Francisco (0.04)
- Europe > Germany > Bavaria > Upper Bavaria > Munich (0.04)
- Asia > China > Beijing > Beijing (0.04)
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- Research Report > Experimental Study (0.93)
- Research Report > New Finding (0.93)
Technology:
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- North America > Canada > British Columbia (0.04)
- Europe > United Kingdom > England > Greater London > London (0.04)
- Europe > Germany > Bavaria > Upper Bavaria > Munich (0.04)
- Asia > Myanmar > Tanintharyi Region > Dawei (0.04)
Technology: