arXiv Artificial IntelligenceSubspace Alignment for Vision-Language Model Test-time Adaptation
arXiv:2601.08139v2 Announce Type: replace-cross Abstract: Vision-language models (VLMs), despite their…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceCounterVid: Counterfactual Video Generation for Mitigating Action and Temporal Hallucinations in Video-Language Models
arXiv:2601.04778v2 Announce Type: replace-cross Abstract: Video-language models (VLMs) achieve strong…
arXiv Artificial IntelligenceDiagnosing Conformal Prediction Failures Under Distribution Shift: A COVID-19 Case Study
arXiv:2601.00908v2 Announce Type: replace-cross Abstract: Conformal prediction provides distribution-free…
arXiv Artificial IntelligenceMultivariate Diffusion Transformer with Decoupled Attention for High-Fidelity Mask-Text Collaborative Facial Generation
arXiv:2511.12631v3 Announce Type: replace-cross Abstract: While significant progress has been achieved in…
arXiv Artificial IntelligenceWhat the "Spotless" Mind Remembers: How Knowledge Entanglement Shapes What Leaks After Unlearning in LLMs
arXiv:2510.25732v2 Announce Type: replace-cross Abstract: Unlearning in large language models (LLMs) is…
arXiv Artificial IntelligenceThe Principles of Diffusion Models
arXiv:2510.21890v3 Announce Type: replace-cross Abstract: This book presents the core principles that have…
arXiv Artificial IntelligenceMENTOR: Reinforcement Learning via Flexible Teacher-Optimized Rewards for Tool-Use Distillation
arXiv:2510.18383v4 Announce Type: replace-cross Abstract: Distilling the tool-use capabilities of large…
arXiv Artificial IntelligenceMCCE: A Framework for Multi-LLM Collaborative Search in Discrete Spaces with Similarity-Filtered Preference Learning
arXiv:2510.06270v2 Announce Type: replace-cross Abstract: Multi-objective discrete optimization problems…
arXiv Artificial IntelligenceEgosurg: Arbitrary view synthesis for egocentric replay of operating room workflows from ambient cameras
arXiv:2510.04802v2 Announce Type: replace-cross Abstract: Observing surgical practice has historically relied…
arXiv Artificial IntelligenceRecurrence Meets Transformers for Universal Multimodal Retrieval
arXiv:2509.08897v3 Announce Type: replace-cross Abstract: With the rapid advancement of multimodal retrieval…
arXiv Artificial IntelligenceBeyond the Rosetta Stone: Unification Forces in Generalization Dynamics
arXiv:2508.11017v3 Announce Type: replace-cross Abstract: Large language models (LLMs) struggle with…
arXiv Artificial IntelligenceToward a New Science of AI as Cognitive Infrastructure
arXiv:2507.22893v3 Announce Type: replace-cross Abstract: Contemporary human-AI interaction research…
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