Deep Learning

Are Generative Models Underconfident? Better Quality Estimation with Boosted Model Probability EMNLP 2025 A Regional-Level Resource-Saving Model for Winter Road Surface Snow Detection in Extreme Weathers WACV 2025 A Regularization-Guided Equivariant Approach for Image Restoration CVPR 2025 Are High-Quality AI-Generated Images More Difficult for Models to Detect? ICML 2025 Are Images Indistinguishable to Humans Also Indistinguishable to Classifiers? CVPR 2025 Are Large Language Models for Education Reliable Across Languages? ACL 2025 Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance EMNLP 2025 Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice ACL 2025 A Renormalization Group Framework for Scale-Invariant Feature Learning in Deep Neural Networks (Student Abstract) AAAI 2025 Are Optimal Algorithms Still Optimal? Rethinking Sorting in LLM-Based Pairwise Ranking with Batching and Caching ACL 2025 A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny ACL 2025 A Rescaling-Invariant Lipschitz Bound Based on Path-Metrics for Modern ReLU Network Parameterizations ICML 2025 Are Small Language Models Ready to Compete with Large Language Models for Practical Applications? NAACL 2025 Are Spatial-Temporal Graph Convolution Networks for Human Action Recognition Over-Parameterized? CVPR 2025 Are Vision-Language Models Safe in the Wild? A Meme-Based Benchmark Study EMNLP 2025 Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data and Metric Perspectives ICCV 2025 Are You Trying to Convince Me or Are You Trying to Deceive Me? Using Argumentation Types to Identify Deceptive News ACL 2025 ARF-Plus: Controlling Perceptual Factors in Artistic Radiance Fields for 3D Scene Stylization WACV 2025 ArGAN: Arabic Gender, Ability, and Nationality Dataset for Evaluating Biases in Large Language Models ACL 2025 ArgCMV: An Argument Summarization Benchmark for the LLM-era EMNLP 2025 ArgMatch: Adaptive Refinement Gathering for Efficient Dense Matching ICCV 2025 Argumentative Fallacy Detection in Political Debates ACL 2025 Argus: A Compact and Versatile Foundation Model for Vision CVPR 2025 A Riemannian Framework for Learning Reduced-order Lagrangian Dynamics ICLR 2025 ARiSE: Auto-Regressive Multi-Channel Speech Enhancement Interspeech 2025