🏢 Princeton University
Attention IoU: Examining Biases in CelebA using Attention Maps
·3919 words·19 mins·
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AI Generated
🤗 Daily Papers
Computer Vision
Image Classification
🏢 Princeton University
Attention-IoU reveals model biases by analyzing attention maps, offering insights beyond dataset labels and improving debiasing techniques.
Temporal Consistency for LLM Reasoning Process Error Identification
·3234 words·16 mins·
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AI Generated
🤗 Daily Papers
Natural Language Processing
Large Language Models
🏢 Princeton University
A new test-time method, Temporal Consistency, is introduced to improve LLM reasoning by leveraging iterative self-reflection.
ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates
·2360 words·12 mins·
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AI Generated
🤗 Daily Papers
Natural Language Processing
Large Language Models
🏢 Princeton University
ReasonFlux boosts LLM mathematical reasoning by using hierarchical thought templates, outperforming top LLMs like OpenAI’s 01-preview and DeepSeek V3.
RLHS: Mitigating Misalignment in RLHF with Hindsight Simulation
·5724 words·27 mins·
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AI Generated
🤗 Daily Papers
Natural Language Processing
Large Language Models
🏢 Princeton University
RLHS, a novel alignment algorithm, leverages simulated hindsight feedback to mitigate misalignment in RLHF, significantly improving AI’s alignment with human values and goals.
TidyBot++: An Open-Source Holonomic Mobile Manipulator for Robot Learning
·1675 words·8 mins·
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AI Generated
🤗 Daily Papers
AI Applications
Robotics
🏢 Princeton University
TidyBot++: Low-cost, open-source holonomic mobile base makes robot learning easier.