7k citations
- University of California, Santa BarbaraUS109 papers
- University of California, BerkeleyUS45 papers
- ETH ZurichCH44 papers
- Microsoft Research (United Kingdom)GB40 papers
- University of Maryland, College ParkUS38 papers
- Stanford UniversityUS37 papers
- Princeton UniversityUS31 papers
- Carnegie Mellon UniversityUS29 papers
- California Institute of TechnologyUS28 papers
- Cornell UniversityUS27 papers
- University of WashingtonUS25 papers
- Georgia Institute of TechnologyUS21 papers
72 papers · 1 filter
Scalable Hierarchical Clustering with Tree Grafting
Nicholas Monath, Ari Kobren, Akshay Krishnamurthy +2
We introduce Grinch, a new algorithm for large-scale, non-greedy hierarchical clustering with general linkage functions that compute arbitrary similarity between two point sets. Th…
DepthTransfer: Depth Extraction from Video Using Non-parametric Sampling
Kevin Karsch, Ce Liu, Sing Bing Kang
We describe a technique that automatically generates plausible depth maps from videos using non-parametric depth sampling. We demonstrate our technique in cases where past methods…
Locality and compositionality in zero-shot learning
Tristan Sylvain, Linda Petrini, Devon Hjelm
In this work we study locality and compositionality in the context of learning representations for Zero Shot Learning (ZSL). In order to well-isolate the importance of these proper…
Expressiveness and Learning of Hidden Quantum Markov Models
Sandesh Adhikary, Siddarth Srinivasan, Geoff Gordon +1
Extending classical probabilistic reasoning using the quantum mechanical view of probability has been of recent interest, particularly in the development of hidden quantum Markov m…
Explicit Explore-Exploit Algorithms in Continuous State Spaces
Mikael Henaff
We present a new model-based algorithm for reinforcement learning (RL) which consists of explicit exploration and exploitation phases, and is applicable in large or infinite state…
Pythia: AI-assisted Code Completion System
Alexey Svyatkovskiy, Ying Zhao, Shengyu Fu +1
In this paper, we propose a novel end-to-end approach for AI-assisted code completion called Pythia. It generates ranked lists of method and API recommendations which can be used b…