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Gagandeep Singh

CRANE: Reasoning with constrained LLM generation

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Feb 13, 2025
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Specification Generation for Neural Networks in Systems

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Dec 04, 2024
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TopoTxR: A topology-guided deep convolutional network for breast parenchyma learning on DCE-MRIs

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Nov 05, 2024
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Stochastic Monkeys at Play: Random Augmentations Cheaply Break LLM Safety Alignment

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Nov 05, 2024
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ARQ: A Mixed-Precision Quantization Framework for Accurate and Certifiably Robust DNNs

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Oct 31, 2024
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Robust Thompson Sampling Algorithms Against Reward Poisoning Attacks

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Oct 25, 2024
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IterGen: Iterative Structured LLM Generation

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Oct 09, 2024
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Towards Universal Certified Robustness with Multi-Norm Training

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Oct 03, 2024
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Optimal Reward Labeling: Bridging Offline Preference and Reward-Based Reinforcement Learning

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Jun 14, 2024
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Enhancing Sign Language Detection through Mediapipe and Convolutional Neural Networks (CNN)

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Jun 06, 2024
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