Publication Category: Large Language Models

TraceVLA: Visual Trace Prompting Enhances Spatial-Temporal Awareness for Generalist Robotic Policies

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GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-Time Alignment

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Collab: Controlled Decoding using Mixture of Agents for LLM Alignment

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Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset

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World Models with Hints of Large Language Models for Goal Achieving

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PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models

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Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey

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Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement

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MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs

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Is poisoning a real threat to DPO? Maybe more so than you think.

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    NeurIPS ’22 Main Conference Papers from Huang Lab @UMD
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    NeurIPS ’22 Main Conference Papers from Huang Lab @UMD

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    NeurIPS 2022 will be in-person at New Orleans. We are excited to share 6 papers that are accepted to…