Papers
Non-parametric Structured Output Networks
Andreas Lehrmann, Leonid Sigal
Query Complexity of Clustering with Side Information
Arya Mazumdar, Barna Saha
Learning Multiple Tasks with Multilinear Relationship Networks
Mingsheng Long, ZHANGJIE CAO, Jianmin Wang et al.
Model-Powered Conditional Independence Test
Rajat Sen, Ananda Theertha Suresh, Karthikeyan Shanmugam et al.
Scalable Levy Process Priors for Spectral Kernel Learning
Phillip A Jang, Andrew Loeb, Matthew Davidow et al.
Adaptive Bayesian Sampling with Monte Carlo EM
Anirban Roychowdhury, Srinivasan Parthasarathy
Saliency-based Sequential Image Attention with Multiset Prediction
Sean Welleck, Jialin Mao, Kyunghyun Cho et al.
Accelerated consensus via Min-Sum Splitting
Patrick Rebeschini, Sekhar C Tatikonda
Few-Shot Learning Through an Information Retrieval Lens
Eleni Triantafillou, Richard Zemel, Raquel Urtasun
Beyond Worst-case: A Probabilistic Analysis of Affine Policies in Dynamic Optimization
Omar El Housni, Vineet Goyal
Langevin Dynamics with Continuous Tempering for Training Deep Neural Networks
Nanyang Ye, Zhanxing Zhu, Rafal Mantiuk
On clustering network-valued data
Soumendu Sundar Mukherjee, Purnamrita Sarkar, Lizhen Lin
Inverse Filtering for Hidden Markov Models
Robert Mattila, Cristian Rojas, Vikram Krishnamurthy et al.
Learning to Inpaint for Image Compression
Mohammad Haris Baig, Vladlen Koltun, Lorenzo Torresani
Learning A Structured Optimal Bipartite Graph for Co-Clustering
Feiping Nie, Xiaoqian Wang, Cheng Deng et al.
Joint distribution optimal transportation for domain adaptation
Nicolas Courty, Rémi Flamary, Amaury Habrard et al.
Real Time Image Saliency for Black Box Classifiers
Piotr Dabkowski, Yarin Gal
Time and Energy Optimal Path Planning in General Flows
Dhanushka Kularatne, Subhrajit Bhattacharya, M. Ani Hsieh
Functional Gradient Motion Planning in Reproducing Kernel Hilbert Spaces
Zita Marinho, Byron Boots, Anca Dragan et al.
Task Variant Allocation in Distributed Robotics
José Cano, David R. White, Alejandro Bordallo et al.
Street-View Change Detection with Deconvolutional Networks
Pablo F. Alcantarilla, Simon Stent, German Ros et al.
Robust Multimodal Sequence-Based Loop Closure Detection via Structured Sparsity
Hao Zhang, Fei Han, Hua Wang
Vehicle Detection from 3D Lidar Using Fully Convolutional Network
Bo Li, Tianlei Zhang, Tian Xia
Multi-modal Auto-Encoders as Joint Estimators for Robotics Scene Understanding
Cesar Cadena, Anthony Dick, Ian D. Reid
Situated Language Understanding with Human-like and Visualization-Based Transparency
Leah Perlmutter, Eric Kernfeld, Maya Cakmak