Oceania
Re-randomized Densification for One Permutation Hashing and Bin-wise Consistent Weighted Sampling
Ping Li, Xiaoyun Li, Cun-Hui Zhang
Typically, hashing methods are essential for the use of Jaccard similarity tobepractical inlarge-scale settings.
LOVM: Language-Only Vision Model Selection
Pre-trained multi-modal vision-language models (VLMs) are becoming increasingly popular due to their exceptional performance on downstream vision applications, particularly in the few-and zero-shot settings.
Learning to Play With Intrinsically-Motivated, Self-Aware Agents
Nick Haber, Damian Mrowca, Stephanie Wang, Li F. Fei-Fei, Daniel L. Yamins
Neural Information Processing Systems http://nips.cc/
Bridging Machine Learning and Logical Reasoning by Abductive Learning
Wang-Zhou Dai, Qiuling Xu, Yang Yu, Zhi-Hua Zhou
Perception and reasoning are two representative abilities of intelligence that are integrated seamlessly during human problem-solving processes.
Cross-Domain Transferability of Adversarial Perturbations
Muhammad Muzammal Naseer, Salman H. Khan, Muhammad Haris Khan, Fahad Shahbaz Khan, Fatih Porikli
Neural Information Processing Systems http://nips.cc/
Learning-AugmentedAlgorithmsforOnlineLinear andSemidefiniteProgramming
We show that if the predictor is accurate, we can efficiently bypass these impossibility results and achieve a constant-factor approximation to the optimal solution, i.e., consistency.
DINGO: Distributed Newton-Type Method for Gradient-Norm Optimization
Neural Information Processing Systems http://nips.cc/