Theory

Unified Out-Of-Distribution Detection: A Model-Specific Perspective ICCV 2023 Unified Perspective on Probability Divergence via the Density-Ratio Likelihood: Bridging KL-Divergence and Integral Probability Metrics AISTATS 2023 Universality and Limitations of Prompt Tuning NeurIPS 2023 Universality laws for Gaussian mixtures in generalized linear models NeurIPS 2023 Unlocking Deterministic Robustness Certification on ImageNet NeurIPS 2023 Unraveling Feature Extraction Mechanisms in Neural Networks EMNLP 2023 Unsupervised Dialogue Topic Segmentation in Hyperdimensional Space Interspeech 2023 Unveiling the Latent Space Geometry of Push-Forward Generative Models ICML 2023 Using Sliced Mutual Information to Study Memorization and Generalization in Deep Neural Networks AISTATS 2023 Valid P-Value for Deep Learning-driven Salient Region ICLR 2023 Vector-Valued Control Variates ICML 2023 Verifying vMVCC, a high-performance transaction library using multi-version concurrency control OSDI 2023 VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution CVPR 2023 Vote’n’Rank: Revision of Benchmarking with Social Choice Theory EACL 2023 Wasserstein Graph Distance Based on L1–Approximated Tree Edit Distance between Weisfeiler–Lehman Subtrees AAAI 2023 Weak Recovery Threshold for the Hypergraph Stochastic Block Model COLT 2023 We are Who We Cite: Bridges of Influence Between Natural Language Processing and Other Academic Fields EMNLP 2023 We Need to Talk About Reproducibility in NLP Model Comparison EMNLP 2023 What can online reinforcement learning with function approximation benefit from general coverage conditions? ICML 2023 What do CNNs Learn in the First Layer and Why? A Linear Systems Perspective ICML 2023 What is the Inductive Bias of Flatness Regularization? A Study of Deep Matrix Factorization Models NeurIPS 2023 What Makes Data Suitable for a Locally Connected Neural Network? A Necessary and Sufficient Condition Based on Quantum Entanglement. NeurIPS 2023 What shapes the loss landscape of self supervised learning? ICLR 2023 When are ensembles really effective? NeurIPS 2023 When Congestion Games Meet Mobile Crowdsourcing: Selective Information Disclosure AAAI 2023