Application Areas

Unbounded Differentially Private Quantile and Maximum Estimation NeurIPS 2023 Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization NeurIPS 2023 Uncovering Adversarial Risks of Test-Time Adaptation ICML 2023 Uncovering and Categorizing Social Biases in Text-to-SQL ACL 2023 Uncovering and Quantifying Social Biases in Code Generation NeurIPS 2023 Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts NeurIPS 2023 Uncurated Image-Text Datasets: Shedding Light on Demographic Bias CVPR 2023 Understanding and Constructing Latent Modality Structures in Multi-Modal Representation Learning CVPR 2023 Understanding and Improving Ensemble Adversarial Defense NeurIPS 2023 Understanding and Improving Feature Learning for Out-of-Distribution Generalization NeurIPS 2023 Understanding Compositional Data Augmentation in Typologically Diverse Morphological Inflection EMNLP 2023 Understanding Deep Gradient Leakage via Inversion Influence Functions NeurIPS 2023 Understanding Differential Search Index for Text Retrieval ACL 2023 Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation NeurIPS 2023 Understanding Hessian Alignment for Domain Generalization ICCV 2023 Understanding Int4 Quantization for Language Models: Latency Speedup, Composability, and Failure Cases ICML 2023 Understanding Neural Network Binarization with Forward and Backward Proximal Quantizers NeurIPS 2023 Understanding new tasks through the lens of training data via exponential tilting ICLR 2023 Understanding Programs by Exploiting (Fuzzing) Test Cases ACL 2023 Understanding RDMA Microarchitecture Resources for Performance Isolation NSDI 2023 Understanding the detrimental class-level effects of data augmentation NeurIPS 2023 Understanding the Distillation Process from Deep Generative Models to Tractable Probabilistic Circuits ICML 2023 Understanding the Effect of Model Compression on Social Bias in Large Language Models EMNLP 2023 Understanding the Impact of Adversarial Robustness on Accuracy Disparity ICML 2023 Understanding the Role of Mixup in Knowledge Distillation: An Empirical Study WACV 2023