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385 Results

October 10, 2016

Polysemous Codes

European Conference on Computer Vision 2016 (ECCV)

This paper considers the problem of approximate nearest neighbor search in the compressed domain.

By: Matthijs Douze, Hervé Jégou, Florent Perronnin
October 10, 2016

Learning to Refine Object Segments

European Conference on Computer Vision

In this work we propose to augment feedforward nets for object segmentation with a novel top-down refinement approach.

By: Pedro O. Pinheiro, Tsung-Yi Lin, Ronan Collobert, Piotr Dollar
October 8, 2016

Learning Visual Features from Large Weakly Supervised Data

European Conference on Computer Vision

In this paper, we explore the potential of leveraging massive, weakly-labeled image collections for learning good visual features.

By: Allan Jabri, Armand Joulin, Laurens van der Maaten, Nicolas Vasilache
September 18, 2016

A MultiPath Network for Object Detection

BMVC

We test three modifications to the standard Fast R-CNN object detector to determine if they can overcome the object detection challenges in a COCO object detection dataset.

By: Sergey Zagoruyko, Adam Lerer, Tsung-Yi Lin, Pedro O. Pinheiro, Sam Gross, Soumith Chintala, Piotr Dollar
September 11, 2016

EyeContact: Scleral Coil Eye Tracking for Virtual Reality

International Symposium on Wearable Computers 2016

We investigate a wearable high temporal and spatial resolution eye tracking system based on magnetic tracking and using scleral search coils (SSC).

By: Robert Cavin, Brian Scally, David Perek, Eric Whitmire, Shwetak Patel, Jim Phillips
Areas:
September 8, 2016

Joint Learning of Speaker and Phonetic Similarities with Siamese Networks

Interspeech 2016

We scale up the feasibility of jointly learning specialized speaker and phone embeddings architectures to the 360 hours of the Librispeech corpus by implementing a sampling method to efficiently select pairs of words from the dataset and improving the loss function.

By: Neil Zeghidour, Gabriel Synnaeve, Nicolas Usunier, Emmanuel Dupoux
September 5, 2016

Cubrick: Indexing Millions of Records per Second for Interactive Analytics

VLDB 2016

This paper describes the architecture and design of Cubrick, a distributed multidimensional in-memory DBMS suited for interactive analytics over highly dynamic datasets.

By: Pedro Eugenio Rocha Pedreira, Chris Croswhite, Luis Bona
September 1, 2016

Desugaring Haskell’s Do-Notation into Applicative Operations

ACM SIGPLAN Haskell Sympoisum

In this paper we show how to re-use the very same do-notation to work for Applicatives as well, providing efficiency benefits for some types that are both Monad and Applicative, and syntactic convenience for those that are merely Applicative.

By: Andrey Mokhov, Edward Kmett, Simon Marlow, Simon Peyton Jones
August 23, 2016

Robotron: Top-down Network Management at Facebook Scale

SIGCOMM

In this paper, we present Robotron, a system for managing a massive production network in a top-down fashion.

By: Yu-Wei Eric Sung, Xiaozheng Tie, Starsky H.Y. Wong, James Hongyi Zeng
August 16, 2016

Synergy of Monotonic Rules

JMLR

This article describes a method for constructing a special rule (we call it synergy rule) that uses as its input information the outputs (scores) of several monotonic rules which solve the same pattern recognition problem.

By: Vladimir Vapnik, Rauf Izmailov