arXiv Artificial IntelligenceSAEs Can Improve Unlearning: Dynamic Sparse Autoencoder Guardrails for Precision Unlearning in LLMs
arXiv:2504.08192v2 Announce Type: replace-cross Abstract: Machine unlearning is a promising approach to…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceHoarePrompt: Structural Reasoning About Program Correctness in Natural Language
arXiv:2503.19599v3 Announce Type: replace-cross Abstract: While software requirements are often expressed in…
arXiv Artificial IntelligenceChatBEV: Empowering Traffic Scene Understanding and Simulation via Vision-Language Model
arXiv:2503.13938v3 Announce Type: replace-cross Abstract: Comprehensive traffic scene understanding is a…
arXiv Artificial IntelligenceD-ADD: An Effective Plug-In for Defending Against Model Stealing
arXiv:2503.12497v2 Announce Type: replace-cross Abstract: Malicious users attempt to replicate commercial…
arXiv Artificial IntelligenceFine-Grained Instruction-Guided Graph Reasoning for Vision-and-Language Navigation
arXiv:2503.11006v3 Announce Type: replace-cross Abstract: Vision and Language Navigation (VLN) requires an…
arXiv Artificial IntelligenceDUA-D2C: Dynamic Uncertainty Aware Method for Overfitting Remediation in Deep Learning
arXiv:2411.15876v3 Announce Type: replace-cross Abstract: Overfitting remains a significant challenge in deep…
arXiv Artificial IntelligenceHow to Build a Quantum Supercomputer: Scaling from Hundreds to Millions of Qubits
arXiv:2411.10406v4 Announce Type: replace-cross Abstract: In the span of four decades, quantum computation…
arXiv Artificial IntelligenceFATS: A Prompt Injection Attack Utilizing Feign Security Agents with Deceptive Few-shots Learning
arXiv:2410.08776v3 Announce Type: replace-cross Abstract: Large Language Models (LLMs) face significant…
arXiv Artificial IntelligencePolicy Gradients for Cumulative Prospect Theory in Reinforcement Learning
arXiv:2410.02605v5 Announce Type: replace-cross Abstract: We derive a policy gradient theorem for Cumulative…
arXiv Artificial IntelligencePrecision at Scale: Domain-Specific Datasets On-Demand
arXiv:2407.03463v2 Announce Type: replace-cross Abstract: In the realm of self-supervised learning (SSL)…
arXiv Artificial IntelligenceAttribution in Scientific Literature: New Benchmark and Methods
arXiv:2405.02228v4 Announce Type: replace-cross Abstract: Large language models (LLMs) increasingly generate…
arXiv Artificial IntelligenceProvable Pluralistic Alignment: Multi-Party RLHF under Offline Human Feedback
arXiv:2403.05006v2 Announce Type: replace-cross Abstract: Pluralistic alignment requires learning from…
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