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List of works by Bernt Schiele

3D Pictorial Structures Revisited: Multiple Human Pose Estimation

scientific article published on 17 December 2015

A shape-based object class model for knowledge transfer

article

ADL recognition based on the combination of RFID and accelerometer sensing

Adversarial Scene Editing: Automatic Object Removal from Weak Supervision ⬇️

An Interactive Computer Vision System DyPERS: Dynamic Personal Enhanced Reality System

scholarly article by Bernt Schiele et al published 1999 in Lecture Notes in Computer Science

Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification

scientific article

Applying wearable sensors to avalanche rescue

Attribute Prototype Network for Zero-Shot Learning ⬇️

Back to the Future: Learning Shape Models from 3D CAD Data

Building intelligent environments with Smart-Its.

scientific article

Coming to grips with the objects we grasp

article

Deep Wiener Deconvolution: Wiener Meets Deep Learning for Image Deblurring ⬇️

scientific article published in November 2020

Detailed 3D representations for object recognition and modeling

scientific article published in November 2013

Detecting Surgical Tools by Modelling Local Appearance and Global Shape

scientific article published on December 2015

Efficient Output Kernel Learning for Multiple Tasks ⬇️

Enabling Efficient Time Series Analysis for Wearable Activity Data

article published in 2009

Exploring semi-supervised and active learning for activity recognition

article

Generating Visual Explanations

scientific article published in 2016

Learning What and Where to Draw ⬇️

scientific article published in January 2016

Learning to Self-Train for Semi-Supervised Few-Shot Classification ⬇️

Learning using privileged information: SVM+ and weighted SVM.

scientific article published on 14 February 2014

Meta-Transfer Learning through Hard Tasks

scientific article published on 21 August 2020

Monocular visual scene understanding: understanding multi-object traffic scenes

scientific article published in April 2013

Motion Segmentation & Multiple Object Tracking by Correlation Co-Clustering

Movie Description

Multi-view and 3D deformable part models

scientific article published on 01 November 2015

Pedestrian detection: an evaluation of the state of the art.

scientific article published on April 2012

Person Recognition in Personal Photo Collections

scientific article published on 01 November 2018

Pose Guided Person Image Generation ⬇️

scientific article published in January 2017

Recognizing context for annotating a live life recording

article by Nicky Kern et al published 16 August 2006 in Personal and Ubiquitous Computing

Shading cues for object class detection

Sustained logging and discrimination of sleep postures with low-level, wrist-worn sensors

article

Top-k Multiclass SVM ⬇️

Towards Reaching Human Performance in Pedestrian Detection

scientific article published on 2 May 2017

Towards Reverse-Engineering Black-Box Neural Networks

scientific article published in 2019

Transfer Learning in a Transductive Setting ⬇️

Using rhythm awareness in long-term activity recognition

article

Weakly Supervised Recognition of Daily Life Activities with Wearable Sensors

scientific article published on 17 February 2011

Whac-A-Bee

What Makes for Effective Detection Proposals? ⬇️

scientific article published on 01 April 2016

What helps where – and why? Semantic relatedness for knowledge transfer

scholarly article published June 2010

Zero-Shot Learning-A Comprehensive Evaluation of the Good, the Bad and the Ugly

scientific article published on 19 July 2018

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