Gerald Friedland

ORCID

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 53

Top Venues

Free University of Berlin, Dahlem, Germany (PHD)

Education History

Free University of Berlin, Dahlem, Germany

PHD

Publications

Debanjan Datta, Gerald Friedland
Efficient Multimedia Computing: Unleashing the Power of AutoML. ACM Multimedia (2023)
Guruprasad Nayak, Gerald Friedland
Deep Layers Beware: Unraveling the Surprising Benefits of JPEG Compression for Image Classification Pre-processing. ISM (2023)
Haoming Guo, Seth Z. Zhao, Jiachen Lian, Gopala Anumanchipalli, Gerald Friedland
Enhancing GAN-Based Vocoders with Contrastive Learning Under Data-limited Condition. CoRR (2023)
Haoming Guo, Tianyi Huang, Huixuan Huang, Mingyue Fan, Gerald Friedland
A Systematic Review of Multimodal Approaches to Online Misinformation Detection. MIPR (2022)
Haoming Guo, Tianyi Huang, Huixuan Huang, Mingyue Fan, Gerald Friedland
Detecting COVID-19 Conspiracy Theories with Transformers and TF-IDF. CoRR (2022)
Daniel Ma, Gerald Friedland, Mario Michael Krell
OrigamiSet1.0: Two New Datasets for Origami Classification and Difficulty Estimation. CoRR (2021)
Henrik Hoeiness, Axel Harstad, Gerald Friedland
From Tinkering to Engineering: Measurements in Tensorflow Playground. CoRR (2021)
Tony Zhao, Irving Fang, Jeffrey Kim, Gerald Friedland
Multi-modal Ensemble Models for Predicting Video Memorability. CoRR (2021)
Haoming Guo, Tianyi Huang, Huixuan Huang, Mingyue Fan, Gerald Friedland
Detecting COVID-19 Conspiracy Theories with Transformers and TF-IDF. MediaEval (2021)
Alex Liu, Andrew Boka, Asal Baragchizadeh, Chandini Muthukumar, Victoria Huang, Arjun Sarup, Regina Ferrell, Gerald Friedland, Thomas Karnowski, Meredith Lee, Alice J. O'Toole
Overview Paper for Driving Road Safety Forward: Video Data Privacy Task at MediaEval 2021. MediaEval (2021)
Tony Zhao, Jaeyoung Choi, Gerald Friedland
DIME: An Online Tool for the Visual Comparison of Cross-modal Retrieval Models. MMM (2) (2020)
Haoming Guo, Adam Ash, David Chung, Gerald Friedland
Detecting Conspiracy Theories from Tweets: Textual and Structural Approaches. MediaEval (2020)
Gerald Friedland
Reproducibility and Experimental Design for Machine Learning on Audio and Multimedia Data. ACM Multimedia (2020)
Tony Zhao, Irving Fang, Jeffrey Kim, Gerald Friedland
Multi-Modal Ensemble Models for Predicting Video Memorability. MediaEval (2020)
Tony Zhao, Jaeyoung Choi, Gerald Friedland
DIME: An Online Tool for the Visual Comparison of Cross-Modal Retrieval Models. CoRR (2020)
Gerald Friedland, Ruoxi Jia, Jingkang Wang, Bo Li, T. Nathan Mundhenk
On the Impact of Perceptual Compression on Deep Learning. MIPR (2020)
T. Nathan Mundhenk, Barry Y. Chen, Gerald Friedland
Efficient Saliency Maps for Explainable AI. CoRR (2019)
Gerald Friedland
Reproducibility and Experimental Design for Machine Learning on Audio and Multimedia Data. ACM Multimedia (2019)
Zhaoqin Ye, Jaeyoung Choi, Gerald Friedland
Supervised Deep Hashing for Highly Efficient Cover Song Detection. MIPR (2019)
Jaeyoung Choi, Martha A. Larson, Gerald Friedland, Alan Hanjalic
From Intra-Modal to Inter-Modal Space: Multi-task Learning of Shared Representations for Cross-Modal Retrieval. BigMM (2019)
Gerald Friedland, Alfredo Metere, Mario Michael Krell
A Practical Approach to Sizing Neural Networks. CoRR (2018)
Gerald Friedland, Jingkang Wang, Ruoxi Jia, Bo Li
The Helmholtz Method: Using Perceptual Compression to Reduce Machine Learning Complexity. CoRR (2018)
Jaeyoung Choi, Istemi Ekin Akkus, Serge Egelman, Gerald Friedland, Robin Sommer, Michael Carl Tschantz, Nicholas Weaver
Cybercasing 2.0: You Get What You Pay For. CoRR (2018)
Stevan Rudinac, Tat-Seng Chua, Nicolás E. Díaz Ferreyra, Gerald Friedland, Tatjana Gornostaja, Benoit Huet, Rianne Kaptein, Krister Lindén, Marie-Francine Moens, Jaakko Peltonen, Miriam Redi, Markus Schedl, David A. Shamma, Alan F. Smeaton, Lexing Xie
Rethinking Summarization and Storytelling for Modern Social Multimedia. MMM (1) (2018)
Michael Carl Tschantz, Serge Egelman, Jaeyoung Choi, Nicholas Weaver, Gerald Friedland
The Accuracy of the Demographic Inferences Shown on Google's Ad Settings. CoRR (2018)
Jingkang Wang, Ruoxi Jia, Gerald Friedland, Bo Li, Costas J. Spanos
One Bit Matters: Understanding Adversarial Examples as the Abuse of Redundancy. CoRR (2018)
Michael Carl Tschantz, Serge Egelman, Jaeyoung Choi, Nicholas Weaver, Gerald Friedland
The Accuracy of the Demographic Inferences Shown on Google's Ad Settings. WPES@CCS (2018)
Gerald Friedland, Mario Michael Krell
A Capacity Scaling Law for Artificial Neural Networks. CoRR (2017)
Gerald Friedland, Alfredo Metere
A Data-Centric View on Computational Complexity: P != NP. CoRR (2017)
Gerald Friedland, Alfredo Metere
An Isomorphism between Lyapunov Exponents and Shannon's Channel Capacity. CoRR (2017)
Liping Jing, Bo Liu, Jaeyoung Choi, Adam Janin, Julia Bernd, Michael W. Mahoney, Gerald Friedland
DCAR: A Discriminative and Compact Audio Representation for Audio Processing. IEEE Trans. Multim. 19 (12) (2017)
Mirco Ravanelli, Benjamin Elizalde, Karl Ni, Gerald Friedland
Audio Concept Classification with Hierarchical Deep Neural Networks. CoRR (2017)
Gerald Friedland
Privacy vs Multimedia Verification: A Conundrum. MuVer@MM (2017)
Jaeyoung Choi, Martha A. Larson, Xinchao Li, Kevin Li, Gerald Friedland, Alan Hanjalic
The Geo-Privacy Bonus of Popular Photo Enhancements. ICMR (2017)
Yung-Hsiang Lu, Andrea Cavallaro, Catherine Crump, Gerald Friedland, Keith Winstein
Privacy Protection in Online Multimedia. ACM Multimedia (2017)
Mario Michael Krell, Julia Bernd, Yifan Li, Daniel Ma, Jaeyoung Choi, Michael Ellsworth, Damian Borth, Gerald Friedland
Field Studies with Multimedia Big Data: Opportunities and Challenges (Extended Ver. CoRR (2017)
Zhen-Qun Yang, Xiao-Yong Wei, Zhang Yi, Gerald Friedland
Contextual Noise Reduction for Domain Adaptive Near-Duplicate Retrieval on Merchandize Images. IEEE Trans. Image Process. 26 (8) (2017)
Serge Egelman, Julia Bernd, Gerald Friedland, Dan Garcia
The Teaching Privacy Curriculum. SIGCSE (2016)
Gerald Friedland, Symeon Papadopoulos, Julia Bernd, Yiannis Kompatsiaris
Multimedia Privacy. ACM Multimedia (2016)
Bart Thomee, David A. Shamma, Gerald Friedland, Benjamin Elizalde, Karl Ni, Douglas Poland, Damian Borth, Li-Jia Li
YFCC100M: the new data in multimedia research. Commun. ACM 59 (2) (2016)
Liping Jing, Bo Liu, Jaeyoung Choi, Adam Janin, Julia Bernd, Michael W. Mahoney, Gerald Friedland
A Discriminative and Compact Audio Representation for Event Detection. ACM Multimedia (2016)
Liping Jing, Bo Liu, Jaeyoung Choi, Adam Janin, Julia Bernd, Michael W. Mahoney, Gerald Friedland
DCAR: A Discriminative and Compact Audio Representation to Improve Event Detection. CoRR (2016)
Jaeyoung Choi, Martha A. Larson, Xinchao Li, Gerald Friedland, Alan Hanjalic
Where to be wary: The impact of widespread photo-taking and image enhancement practices on users' geo-privacy. CoRR (2016)
Gerald Friedland, Chong-Wah Ngo, David Ayman Shamma
Multimedia COMMONS - Community-Organized Multimodal Mining: Opportunities for Novel Solutions (MMCommons Workshop 2015). ACM Multimedia (2015)
T. J. Tsai, Gerald Friedland, Xavier Anguera
An information-theoretic metric of fingerprint effectiveness. ICASSP (2015)
Julia Bernd, Damian Borth, Benjamin Elizalde, Gerald Friedland, Heather Gallagher, Luke R. Gottlieb, Adam Janin, Sara Karabashlieva, Jocelyn Takahashi, Jennifer Won
The YLI-MED Corpus: Characteristics, Procedures, and Plans. CoRR (2015)
Gerald Friedland, Serge Egelman, Daniel D. Garcia
Teaching Privacy: What Every Student Needs to Know (Abstract Only). SIGCSE (2015)
Jaeyoung Choi, Eungchan Kim, Martha A. Larson, Gerald Friedland, Alan Hanjalic
Evento 360: Social Event Discovery from Web-scale Multimedia Collection. ACM Multimedia (2015)
Khalid Ashraf, Benjamin Elizalde, Forrest N. Iandola, Matthew W. Moskewicz, Julia Bernd, Gerald Friedland, Kurt Keutzer
Audio-Based Multimedia Event Detection with DNNs and Sparse Sampling. ICMR (2015)
Julia Bernd, Blanca Gordo, Jaeyoung Choi, Bryan Morgan, Nicholas Henderson, Serge Egelman, Daniel D. Garcia, Gerald Friedland
Teaching Privacy: Multimedia Making a Difference. IEEE Multim. 22 (1) (2015)
Mirco Ravanelli, Benjamin Elizalde, Julia Bernd, Gerald Friedland
Insights into Audio-Based Multimedia Event Classification with Neural Networks. MMCommons@ACM Multimedia (2015)
Bart Thomee, David A. Shamma, Gerald Friedland, Benjamin Elizalde, Karl Ni, Douglas Poland, Damian Borth, Li-Jia Li
The New Data and New Challenges in Multimedia Research. CoRR (2015)
Julia Bernd, Damian Borth, Carmen Carrano, Jaeyoung Choi, Benjamin Elizalde, Gerald Friedland, Luke R. Gottlieb, Karl Ni, Roger A. Pearce, Douglas Poland, Khalid Ashraf, David A. Shamma, Bart Thomee
Kickstarting the Commons: The YFCC100M and the YLI Corpora. MMCommons@ACM Multimedia (2015)
Giulia C. Fanti, Matthieu Finiasz, Gerald Friedland, Kannan Ramchandran
Toward efficient, privacy-aware media classification on public databases. ICMR (2014)
Benjamin Elizalde, Mirco Ravanelli, Karl Ni, Damian Borth, Gerald Friedland
Audio-concept features and hidden Markov models for multimedia event detection. SLAM@INTERSPEECH (2014)
Ekaterina Gonina, Gerald Friedland, Eric Battenberg, Penporn Koanantakool, Michael B. Driscoll, Evangelos Georganas, Kurt Keutzer
Scalable multimedia content analysis on parallel platforms using python. ACM Trans. Multim. Comput. Commun. Appl. 10 (2) (2014)
Liangliang Cao, Gerald Friedland, Lexing Xie
GeoMM 2014: the third ACM multimedia workshop ongeotagging and its applications in multimedia. ACM Multimedia (2014)
Zhu Liu, Gerald Friedland, Nadine Steinmetz
Guest Editors' Introduction. Int. J. Semantic Comput. 8 (2) (2014)
Luke R. Gottlieb, Gerald Friedland, Jaeyoung Choi, Pascal Kelm, Thomas Sikora
Creating Experts From the Crowd: Techniques for Finding Workers for Difficult Tasks. IEEE Trans. Multim. 16 (7) (2014)
Jaeyoung Choi, Bart Thomee, Gerald Friedland, Liangliang Cao, Karl Ni, Damian Borth, Benjamin Elizalde, Luke R. Gottlieb, Carmen Carrano, Roger A. Pearce, Douglas Poland
The Placing Task: A Large-Scale Geo-Estimation Challenge for Social-Media Videos and Images. GeoMM (2014)
Mirco Ravanelli, Benjamin Elizalde, Karl Ni, Gerald Friedland
Audio concept classification with Hierarchical Deep Neural Networks. EUSIPCO (2014)
Benjamin Elizalde, Gerald Friedland
Lost in segmentation: Three approaches for speech/non-speech detection in consumer-produced videos. ICME (2013)
Gerald Friedland
Privacy concerns of sharing multimedia in social networks. ACM Multimedia (2013)
Gerald Friedland, Alberto Messina, Robbie De Sutter, Masanori Sano
Editorial for automated media analysis and production for novel TV services. Multim. Tools Appl. 63 (2) (2013)
Gerald Friedland, Luke R. Gottlieb, Adam Janin
Narrative theme navigation for sitcoms supported by fan-generated scripts - Video navigation based on acoustic detection of actors and narrative elements. Multim. Tools Appl. 63 (2) (2013)
Mary Tai Knox, Nikki Mirghafori, Gerald Friedland
Exploring methods of improving speaker accuracy for speaker diarization. INTERSPEECH (2013)
Oana Goga, Howard Lei, Sree Hari Krishnan Parthasarathi, Gerald Friedland, Robin Sommer, Renata Teixeira
Exploiting innocuous activity for correlating users across sites. WWW (2013)
Benjamin Elizalde, Howard Lei, Gerald Friedland
An i-Vector Representation of Acoustic Environments for Audio-Based Video Event Detection on User Generated Content. ISM (2013)
Pascal Kelm, Sebastian Schmiedeke, Jaeyoung Choi, Gerald Friedland, Venkatesan Nallampatti Ekambaram, Kannan Ramchandran, Thomas Sikora
A novel fusion method for integrating multiple modalities and knowledge for multimodal location estimation. GeoMM@ACM Multimedia (2013)
Jingen Liu, Hui Cheng, Omar Javed, Qian Yu, Ishani Chakraborty, Weiyu Zhang, Ajay Divakaran, Harpreet S. Sawhney, James Allan, R. Manmatha, John Foley, Mubarak Shah, Afshin Dehghan, Michael Witbrock, Jon Curtis, Gerald Friedland
SRI-Sarnoff AURORA System at TRECVID 2013 Multimedia Event Detection and Recounting. TRECVID (2013)
Benjamin Elizalde, Mirco Ravanelli, Gerald Friedland
Audio Concept Ranking for Video Event Detection on User-Generated Content. SLAM@INTERSPEECH (2013)
Liangliang Cao, Gerald Friedland, Pascal Kelm
Second ACM multimedia workshop on geotagging and its applications in multimedia (GeoMM 2013). ACM Multimedia (2013)
Jaeyoung Choi, Howard Lei, Venkatesan N. Ekambaram, Pascal Kelm, Luke R. Gottlieb, Thomas Sikora, Kannan Ramchandran, Gerald Friedland
Human vs machine: establishing a human baseline for multimodal location estimation. ACM Multimedia (2013)
Howard Lei, Jaeyoung Choi, Gerald Friedland
Nowhere to hide: Exploring user-verification across Flickr accounts. ICASSP (2013)
Gerald Friedland
Privacy concerns in multimedia and their solutions. ACM Multimedia (2012)
Jaeyoung Choi, Venkatesan N. Ekambaram, Gerald Friedland, Kannan Ramchandran
The 2012 ICSI/Berkeley Video Location Estimation System. MediaEval (2012)
Po-Sen Huang, Robert Mertens, Ajay Divakaran, Gerald Friedland, Mark Hasegawa-Johnson
How to put it into words - using random forests to extract symbol level descriptions from audio content for concept detection. ICASSP (2012)
Gerald Friedland, Adam Janin, David Imseng, Xavier Anguera Miró, Luke R. Gottlieb, Marijn Huijbregts, Mary Tai Knox, Oriol Vinyals
The ICSI RT-09 Speaker Diarization System. IEEE Trans. Speech Audio Process. 20 (2) (2012)
Mary Tai Knox, Nikki Mirghafori, Gerald Friedland
Where did I go wrong?: Identifying troublesome segments for speaker diarization systems. INTERSPEECH (2012)
Hui Cheng, Jingen Liu, Saad Ali, Omar Javed, Qian Yu, Amir Tamrakar, Ajay Divakaran, Harpreet S. Sawhney, R. Manmatha, James Allan, Alexander G. Hauptmann, Mubarak Shah, Subhabrata Bhattacharya, Afshin Dehghan, Gerald Friedland, Benjamin Elizalde, Trevor Darrell, Michael Witbrock, Jon Curtis
SRI-Sarnoff AURORA System at TRECVID 2012 Multimedia Event Detection and Recounting. TRECVID (2012)
Nils Peters, Howard Lei, Gerald Friedland
Name that room: room identification using acoustic features in a recording. ACM Multimedia (2012)
Gerald Friedland, Yohan Jin
Industry Dares You: The ACM Multimedia Grand Challenge 2011. IEEE Multim. 19 (1) (2012)
Gerald Friedland, Daniel P. W. Ellis, Florian Metze
AMVA'12: ACM international workshop on audio and multimedia methods for large-scale video analysis. ACM Multimedia (2012)
Howard Lei, Jaeyoung Choi, Gerald Friedland
Multimodal city-verification on flickr videos using acoustic and textual features. ICASSP (2012)
Xavier Anguera Miró, Simon Bozonnet, Nicholas W. D. Evans, Corinne Fredouille, Gerald Friedland, Oriol Vinyals
Speaker Diarization: A Review of Recent Research. IEEE Trans. Speech Audio Process. 20 (2) (2012)
Claudia Hauff, Gerald Friedland
Brave New Task: User Account Matching. MediaEval (2012)
Liangliang Cao, Gerald Friedland, Martha A. Larson
GeoMM'12: ACM international workshop on geotagging and its applications in multimedia. ACM Multimedia (2012)
Luke R. Gottlieb, Jaeyoung Choi, Pascal Kelm, Thomas Sikora, Gerald Friedland
Pushing the limits of mechanical turk: qualifying the crowd for video geo-location. CrowdMM@ACM Multimedia (2012)
Robert Mertens, Po-Sen Huang, Luke R. Gottlieb, Gerald Friedland, Ajay Divakaran, Mark Hasegawa-Johnson
On the Applicability of Speaker Diarization to Audio Indexing of Non-Speech and Mixed Non-Speech/Speech Video Soundtracks. Int. J. Multim. Data Eng. Manag. 3 (3) (2012)
Jaeyoung Choi, Gerald Friedland, Venkatesan N. Ekambaram, Kannan Ramchandran
Multimodal Location Estimation of Consumer Media: Dealing with Sparse Training Data. ICME (2012)
Ekaterina Gonina, Gerald Friedland, Henry Cook, Kurt Keutzer
Fast speaker diarization using a high-level scripting language. ASRU (2011)
Howard Lei, Jaeyoung Choi, Adam Janin, Gerald Friedland
User verification: Matching the uploaders of videos across accounts. ICASSP (2011)
Gerald Friedland
Acoustic and multimodal processing for multimedia content analysis. ACM Multimedia (2011)
Robert Mertens, Po-Sen Huang, Luke R. Gottlieb, Gerald Friedland, Ajay Divakaran
On the Applicability of Speaker Diarization to Audio Concept Detection for Multimedia Retrieval. ISM (2011)
Jaeyoung Choi, Gerald Friedland
Data-Driven vs. Semantic-Technology-Driven Tag-Based Video Location Estimation. ICSC (2011)
Martha A. Larson, Mohammad Soleymani, Pavel Serdyukov, Stevan Rudinac, Christian Wartena, Vanessa Murdock, Gerald Friedland, Roeland Ordelman, Gareth J. F. Jones
Automatic tagging and geotagging in video collections and communities. ICMR (2011)
Henry Cook, Ekaterina Gonina, Shoaib Kamil, Gerald Friedland, David A. Patterson, Armando Fox
CUDA-level Performance with Python-level Productivity for Gaussian Mixture Model Applications. HotPar (2011)
Kofi Boakye, Oriol Vinyals, Gerald Friedland
Improved Overlapped Speech Handling for Speaker Diarization. INTERSPEECH (2011)
Gerald Friedland, Jaeyoung Choi, Adam Janin
Video2GPS: a demo of multimodal location estimation on flickr videos. ACM Multimedia (2011)
Gerald Friedland, Jaeyoung Choi
Semantic Computing and Privacy: a Case Study Using Inferred Geo-Location. Int. J. Semantic Comput. 5 (1) (2011)

Gerald Friedland.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Gerald Friedland