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List of works by Alexander Hauptmann

A discriminative learning framework with pairwise constraints for video object classification

scientific article published in April 2006

Adaptive Unsupervised Feature Selection With Structure Regularization

scientific article

An Adaptive Semisupervised Feature Analysis for Video Semantic Recognition

scientific article published on 20 February 2017

Argus: Efficient Activity Detection System for Extended Video Analysis

scientific article published on 20 May 2020

Avoiding Optimal Mean ℓ2,1-Norm Maximization-Based Robust PCA for Reconstruction.

scientific article published on 17 January 2017

Bi-Level Semantic Representation Analysis for Multimedia Event Detection.

scientific article

Contrastive Adaptation Network for Single- and Multi-Source Domain Adaptation

scientific article published on 09 October 2020

Dictionary Pruning with Visual Word Significance for Medical Image Retrieval.

scientific article

Event Detection Using Multi-level Relevance Labels and Multiple Features

scientific article published in June 2014

Event oriented dictionary learning for complex event detection.

scientific article published on 16 March 2015

Feature Interaction Augmented Sparse Learning for Fast Kinect Motion Detection

scientific article published on 26 May 2017

Feature Weighting via Optimal Thresholding for Video Analysis

scientific article published in December 2013

Focal Visual-Text Attention for Memex Question Answering

scientific article published on 07 January 2019

Focal Visual-Text Attention for Visual Question Answering

scientific article published on 18 December 2018

Infrared patch-image model for small target detection in a single image.

scientific article published in December 2013

Joint Attributes and Event Analysis for Multimedia Event Detection.

scientific article

Knowledge Adaptation with Partially Shared Features for Event Detection Using Few Exemplars.

scientific article published on September 2014

Learning Distilled Graph for Large-Scale Social Network Data Clustering

scientific article published in 2020

Leveraging Multi-modal Prior Knowledge for Large-scale Concept Learning in Noisy Web Data

scientific article published on 25 May 2017

MSNet: A Multilevel Instance Segmentation Network for Natural Disaster Damage Assessment in Aerial Videos

scientific article published on 14 June 2021

Minding the Gaps in a Video Action Analysis Pipeline

scientific article published on 12 February 2019

Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models

scientific article

Multimodal Filtering of Social Media for Temporal Monitoring and Event Analysis

scientific article published on 11 June 2018

Peeking Into the Future: Predicting Future Person Activities and Locations in Videos

scientific article published on 10 January 2020

Peeking Into the Future: Predicting Future Person Activities and Locations in Videos

scientific article published on 10 April 2020

Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation

scientific article published in November 2020

Self-Paced Learning with Diversity

scientific article published in January 2014

Semantics-Preserving Graph Propagation for Zero-Shot Object Detection

scientific article published on 30 July 2020

Shooter Localization Using Social Media Videos

scientific article published on 21 October 2019

Shooter Localization Using Videos in the Wild

scientific article published on 22 October 2019

SimAug: Learning Robust Representations from Simulation for Trajectory Prediction

scientific article published on 27 November 2020

Spline Regression Hashing for Fast Image Search

scientific article published on July 10, 2012

Support-set bottlenecks for video-text representation learning

scholarly article published in October 2020

Synchronization for multi-perspective videos in the wild

scientific article published on 20 June 2017

Temporal localization of audio events for conflict monitoring in social media

scientific article published on 20 June 2017

The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction

scientific article published on 05 August 2020

Towards automated assistance for operating home medical devices

scientific article published on January 1, 2010

VideOlympics: Real-Time Evaluation of Multimedia Retrieval Systems

scientific article published in 2008

Web and Personal Image Annotation by Mining Label Correlation With Relaxed Visual Graph Embedding

scientific article published on September 23, 2011