Papers
Uncertainty-Aware Multi-View Representation Learning
Yu Geng, Zongbo Han, Changqing Zhang et al.
Uncertainty-Aware Policy Optimization: A Robust, Adaptive Trust Region Approach
James Queeney, Ioannis Ch. Paschalidis, Christos G. Cassandras
Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks
Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias
Uncertainty Quantification in CNN Through the Bootstrap of Convex Neural Networks
Hongfei Du, Emre Barut, Fang Jin
Unchain the Search Space with Hierarchical Differentiable Architecture Search
Guanting Liu, Yujie Zhong, Sheng Guo et al.
Uncovering Latent Biases in Text: Method and Application to Peer Review
Emaad Manzoor, Nihar B. Shah
Understanding Catastrophic Overfitting in Single-step Adversarial Training
Hoki Kim, Woojin Lee, Jaewook Lee
Understanding Decoupled and Early Weight Decay
Johan Bjorck, Kilian Q. Weinberger, Carla Gomes
Understanding Deformable Alignment in Video Super-Resolution
Kelvin C.K. Chan, Xintao Wang, Ke Yu et al.
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark
Nicholas Lourie, Ronan Le Bras, Chandra Bhagavatula et al.
Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring
Jie Wen, Zheng Zhang, Zhao Zhang et al.
Unifying Principles and Metrics for Safe and Assistive AI
Siddharth Srivastava
UNIPoint: Universally Approximating Point Processes Intensities
Alexander Soen, Alexander Mathews, Daniel Grixti-Cheng et al.
United for Change: Deliberative Coalition Formation to Change the Status Quo
Edith Elkind, Davide Grossi, Ehud Shapiro et al.
Universal Adversarial Perturbations Through the Lens of Deep Steganography: Towards a Fourier Perspective
Chaoning Zhang, Philipp Benz, Adil Karjauv et al.
Universal Trading for Order Execution with Oracle Policy Distillation
Yuchen Fang, Kan Ren, Weiqing Liu et al.
Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination
Peng-Shuai Wang, Yu-Qi Yang, Qian-Fang Zou et al.
Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes
Xinyuan Zhang, Ruiyi Zhang, Manzil Zaheer et al.
Unsupervised Active Learning via Subspace Learning
Changsheng Li, Kaihang Mao, Lingyan Liang et al.
Unsupervised Causal Knowledge Extraction from Text using Natural Language Inference (Student Abstract)
Manik Bhandari, Mark Feblowitz, Oktie Hassanzadeh et al.
Unsupervised Domain Adaptation for Person Re-identification via Heterogeneous Graph Alignment
Minying Zhang, Kai Liu, Yidong Li et al.
Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer
Suhyeon Lee, Junhyuk Hyun, Hongje Seong et al.
Unsupervised Learning of Deterministic Dialogue Structure with Edge-Enhanced Graph Auto-Encoder
Yajing Sun, Yong Shan, Chengguang Tang et al.
Unsupervised Learning of Discourse Structures using a Tree Autoencoder
Patrick Huber, Giuseppe Carenini