Gerald Friedland

197 papers A* 29A 14B 5C 14Misc 11Journal 60Unranked 44

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Declarative Data Pipeline for Large Scale ML Services. CoRR Yunzhao Yang, Runhui Wang, Xuanqing Liu, Adit Krishnan, Yefan Tao, Yuqian Deng, Kuangyou Yao, Peiyuan Sun, Henrik Johnson, Aditi Sinha, Davor Golac, Gerald Friedland, Usman Shakeel, Daryl Cooke, Joe Sullivan, Chris Kong
2025	J	`jnl`	Effects of Feature Correlations on Associative Memory Capacity. CoRR Stefan Bielmeier, Gerald Friedland
2025	C	`conf`	From 2D to 3D: How Discrete Dependencies Enable Cross-Dimensional Inference in Neural Networks in Defiance of Euclidean Geometry. ISM Gerald Friedland, Robert Mertens
2025	J	`jnl`	Self-Aligned Reward: Towards Effective and Efficient Reasoners. CoRR Peixuan Han, Adit Krishnan, Gerald Friedland, Jiaxuan You, Chris Kong
2024	J	`jnl`	Bag of Tricks for Multimodal AutoML with Image, Text, and Tabular Data. CoRR ZhiQiang Tang, Zihan Zhong, Tong He, Gerald Friedland
2024	—	`conf`	Enhancing GAN-based Vocoders with Contrastive Learning Under Data-Limited Condition. ICASSP Workshops Haoming Guo, Seth Z. Zhao, Jiachen Lian, Gopala Anumanchipalli, Gerald Friedland
2024	—	`book`	Information-Driven Machine Learning - Data Science as an Engineering Discipline, 4 Gerald Friedland
2024	J	`jnl`	PPLqa: An Unsupervised Information-Theoretic Quality Metric for Comparing Generative Large Language Models. CoRR Gerald Friedland, Xin Huang, Yueying Cui, Vishaal Kapoor, Ashish Khetan, Sanjiv Das
2023	C	`conf`	Deep Layers Beware: Unraveling the Surprising Benefits of JPEG Compression for Image Classification Pre-processing. ISM Guruprasad Nayak, Gerald Friedland
2023	A*	`conf`	Efficient Multimedia Computing: Unleashing the Power of AutoML. ACM Multimedia Debanjan Datta, Gerald Friedland
2023	J	`jnl`	Enhancing GAN-Based Vocoders with Contrastive Learning Under Data-limited Condition. CoRR Haoming Guo, Seth Z. Zhao, Jiachen Lian, Gopala Anumanchipalli, Gerald Friedland
2022	—	`conf`	A Systematic Review of Multimodal Approaches to Online Misinformation Detection. MIPR Haoming Guo, Tianyi Huang, Huixuan Huang, Mingyue Fan, Gerald Friedland
2022	J	`jnl`	Detecting COVID-19 Conspiracy Theories with Transformers and TF-IDF. CoRR Haoming Guo, Tianyi Huang, Huixuan Huang, Mingyue Fan, Gerald Friedland
2021	—	`conf`	Detecting COVID-19 Conspiracy Theories with Transformers and TF-IDF. MediaEval Haoming Guo, Tianyi Huang, Huixuan Huang, Mingyue Fan, Gerald Friedland
2021	J	`jnl`	From Tinkering to Engineering: Measurements in Tensorflow Playground. CoRR Henrik Hoeiness, Axel Harstad, Gerald Friedland
2021	J	`jnl`	Multi-modal Ensemble Models for Predicting Video Memorability. CoRR Tony Zhao, Irving Fang, Jeffrey Kim, Gerald Friedland
2021	J	`jnl`	OrigamiSet1.0: Two New Datasets for Origami Classification and Difficulty Estimation. CoRR Daniel Ma, Gerald Friedland, Mario Michael Krell
2021	—	`conf`	Overview Paper for Driving Road Safety Forward: Video Data Privacy Task at MediaEval 2021. MediaEval Alex Liu, Andrew Boka, Asal Baragchizadeh, Chandini Muthukumar, Victoria Huang, Arjun Sarup, Regina Ferrell, Gerald Friedland, Thomas P. Karnowski, Meredith Lee, Alice J. O'Toole
2020	J	`jnl`	DIME: An Online Tool for the Visual Comparison of Cross-Modal Retrieval Models. CoRR Tony Zhao, Jaeyoung Choi, Gerald Friedland
2020	—	`conf`	DIME: An Online Tool for the Visual Comparison of Cross-modal Retrieval Models. MMM (2) Tony Zhao, Jaeyoung Choi, Gerald Friedland
2020	—	`conf`	Detecting Conspiracy Theories from Tweets: Textual and Structural Approaches. MediaEval Haoming Guo, Adam Ash, David Chung, Gerald Friedland
2020	—	`conf`	Multi-Modal Ensemble Models for Predicting Video Memorability. MediaEval Tony Zhao, Irving Fang, Jeffrey Kim, Gerald Friedland
2020	—	`conf`	On the Impact of Perceptual Compression on Deep Learning. MIPR Gerald Friedland, Ruoxi Jia, Jingkang Wang, Bo Li, T. Nathan Mundhenk
2020	A*	`conf`	Reproducibility and Experimental Design for Machine Learning on Audio and Multimedia Data. ACM Multimedia Gerald Friedland
2019	J	`jnl`	Efficient Saliency Maps for Explainable AI. CoRR T. Nathan Mundhenk, Barry Y. Chen, Gerald Friedland
2019	—	`conf`	From Intra-Modal to Inter-Modal Space: Multi-task Learning of Shared Representations for Cross-Modal Retrieval. BigMM Jaeyoung Choi, Martha A. Larson, Gerald Friedland, Alan Hanjalic
2019	—	`ch.`	Privacy concerns of multimodal sensor systems. The Handbook of Multimodal-Multisensor Interfaces, Volume 3 (3) Gerald Friedland, Michael Carl Tschantz
2019	A*	`conf`	Reproducibility and Experimental Design for Machine Learning on Audio and Multimedia Data. ACM Multimedia Gerald Friedland
2019	—	`conf`	Supervised Deep Hashing for Highly Efficient Cover Song Detection. MIPR Zhaoqin Ye, Jaeyoung Choi, Gerald Friedland
2018	J	`jnl`	A Practical Approach to Sizing Neural Networks. CoRR Gerald Friedland, Alfredo Metere, Mario Michael Krell
2018	—	`ch.`	Audition for multimedia computing. Frontiers of Multimedia Research Gerald Friedland, Paris Smaragdis, Josh H. McDermott, Bhiksha Raj
2018	J	`jnl`	Cybercasing 2.0: You Get What You Pay For. CoRR Jaeyoung Choi, Istemi Ekin Akkus, Serge Egelman, Gerald Friedland, Robin Sommer, Michael Carl Tschantz, Nicholas Weaver
2018	J	`jnl`	One Bit Matters: Understanding Adversarial Examples as the Abuse of Redundancy. CoRR Jingkang Wang, Ruoxi Jia, Gerald Friedland, Bo Li, Costas J. Spanos
2018	—	`conf`	Rethinking Summarization and Storytelling for Modern Social Multimedia. MMM (1) 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
2018	—	`conf`	The Accuracy of the Demographic Inferences Shown on Google's Ad Settings. WPES@CCS Michael Carl Tschantz, Serge Egelman, Jaeyoung Choi, Nicholas Weaver, Gerald Friedland
2018	J	`jnl`	The Accuracy of the Demographic Inferences Shown on Google's Ad Settings. CoRR Michael Carl Tschantz, Serge Egelman, Jaeyoung Choi, Nicholas Weaver, Gerald Friedland
2018	J	`jnl`	The Helmholtz Method: Using Perceptual Compression to Reduce Machine Learning Complexity. CoRR Gerald Friedland, Jingkang Wang, Ruoxi Jia, Bo Li
2017	J	`jnl`	A Capacity Scaling Law for Artificial Neural Networks. CoRR Gerald Friedland, Mario Michael Krell
2017	J	`jnl`	A Data-Centric View on Computational Complexity: P != NP. CoRR Gerald Friedland, Alfredo Metere
2017	J	`jnl`	An Isomorphism between Lyapunov Exponents and Shannon's Channel Capacity. CoRR Gerald Friedland, Alfredo Metere
2017	J	`jnl`	Audio Concept Classification with Hierarchical Deep Neural Networks. CoRR Mirco Ravanelli, Benjamin Elizalde, Karl Ni, Gerald Friedland
2017	J	`jnl`	Contextual Noise Reduction for Domain Adaptive Near-Duplicate Retrieval on Merchandize Images. IEEE Trans. Image Process. Zhen-Qun Yang, Xiao-Yong Wei, Zhang Yi, Gerald Friedland
2017	J	`jnl`	DCAR: A Discriminative and Compact Audio Representation for Audio Processing. IEEE Trans. Multim. Liping Jing, Bo Liu, Jaeyoung Choi, Adam Janin, Julia Bernd, Michael W. Mahoney, Gerald Friedland
2017	J	`jnl`	Field Studies with Multimedia Big Data: Opportunities and Challenges (Extended Ver. CoRR Mario Michael Krell, Julia Bernd, Yifan Li, Daniel Ma, Jaeyoung Choi, Michael Ellsworth, Damian Borth, Gerald Friedland
2017	A*	`conf`	Privacy Protection in Online Multimedia. ACM Multimedia Yung-Hsiang Lu, Andrea Cavallaro, Catherine Crump, Gerald Friedland, Keith Winstein
2017	—	`conf`	Privacy vs Multimedia Verification: A Conundrum. MuVer@MM Gerald Friedland
2017	A*	`ed.`	Proceedings of the 2017 ACM on Multimedia Conference, MM 2017, Mountain View, CA, USA, October 23-27, 2017 ACM Multimedia Qiong Liu, Rainer Lienhart, Haohong Wang, Sheng-Wei "Kuan-Ta" Chen, Susanne Boll, Yi-Ping Phoebe Chen, Gerald Friedland, Jia Li, Shuicheng Yan
2017	B	`conf`	The Geo-Privacy Bonus of Popular Photo Enhancements. ICMR Jaeyoung Choi, Martha A. Larson, Xinchao Li, Kevin Li, Gerald Friedland, Alan Hanjalic
2016	A*	`conf`	A Discriminative and Compact Audio Representation for Event Detection. ACM Multimedia Liping Jing, Bo Liu, Jaeyoung Choi, Adam Janin, Julia Bernd, Michael W. Mahoney, Gerald Friedland
2016	J	`jnl`	DCAR: A Discriminative and Compact Audio Representation to Improve Event Detection. CoRR Liping Jing, Bo Liu, Jaeyoung Choi, Adam Janin, Julia Bernd, Michael W. Mahoney, Gerald Friedland
2016	A*	`conf`	Multimedia Privacy. ACM Multimedia Gerald Friedland, Symeon Papadopoulos, Julia Bernd, Yiannis Kompatsiaris
2016	A	`conf`	The Teaching Privacy Curriculum. SIGCSE Serge Egelman, Julia Bernd, Gerald Friedland, Dan Garcia
2016	J	`jnl`	Where to be wary: The impact of widespread photo-taking and image enhancement practices on users' geo-privacy. CoRR Jaeyoung Choi, Martha A. Larson, Xinchao Li, Gerald Friedland, Alan Hanjalic
2016	J	`jnl`	YFCC100M: the new data in multimedia research. Commun. ACM Bart Thomee, David A. Shamma, Gerald Friedland, Benjamin Elizalde, Karl Ni, Douglas Poland, Damian Borth, Li-Jia Li
2015	Misc	`conf`	An information-theoretic metric of fingerprint effectiveness. ICASSP T. J. Tsai, Gerald Friedland, Xavier Anguera
2015	—	`ch.`	Application of Large-Scale Classification Techniques for Simple Location Estimation Experiments. Multimodal Location Estimation of Videos and Images Howard Lei, Jaeyoung Choi, Gerald Friedland
2015	B	`conf`	Audio-Based Multimedia Event Detection with DNNs and Sparse Sampling. ICMR Khalid Ashraf, Benjamin Elizalde, Forrest N. Iandola, Matthew W. Moskewicz, Julia Bernd, Gerald Friedland, Kurt Keutzer
2015	—	`ch.`	Collaborative Multimodal Location Estimation of Consumer Media. Multimodal Location Estimation of Videos and Images Venkatesan N. Ekambaram, Kannan Ramchandran, Jaeyoung Choi, Gerald Friedland
2015	—	`ch.`	Content-Based Privacy for Consumer-Produced Multimedia. Multimedia Data Mining and Analytics Gerald Friedland, Adam Janin, Howard Lei, Jaeyoung Choi, Robin Sommer
2015	A*	`conf`	Evento 360: Social Event Discovery from Web-scale Multimedia Collection. ACM Multimedia Jaeyoung Choi, Eungchan Kim, Martha A. Larson, Gerald Friedland, Alan Hanjalic
2015	—	`ch.`	Human Versus Machine: Establishing a Human Baseline for Multimodal Location Estimation. Multimodal Location Estimation of Videos and Images Jaeyoung Choi, Howard Lei, Venkatesan N. Ekambaram, Pascal Kelm, Luke R. Gottlieb, Thomas Sikora, Kannan Ramchandran, Gerald Friedland
2015	—	`conf`	Insights into Audio-Based Multimedia Event Classification with Neural Networks. MMCommons@ACM Multimedia Mirco Ravanelli, Benjamin Elizalde, Julia Bernd, Gerald Friedland
2015	—	`ch.`	Introduction. Multimodal Location Estimation of Videos and Images Jaeyoung Choi, Gerald Friedland
2015	—	`conf`	Kickstarting the Commons: The YFCC100M and the YLI Corpora. MMCommons@ACM Multimedia 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
2015	A*	`conf`	Multimedia COMMONS - Community-Organized Multimodal Mining: Opportunities for Novel Solutions (MMCommons Workshop 2015). ACM Multimedia Gerald Friedland, Chong-Wah Ngo, David Ayman Shamma
2015	—	`book`	Multimodal Location Estimation of Videos and Images Jaeyoung Choi, Gerald Friedland
2015	—	`ed.`	Proceedings of the 2015 Workshop on Community-Organized Multimodal Mining: Opportunities for Novel Solutions, MMCommons 2015, Brisbane, Australia, October 30, 2015 MMCommons@ACM Multimedia Gerald Friedland, Chong-Wah Ngo, David A. Shamma
2015	J	`jnl`	Teaching Privacy: Multimedia Making a Difference. IEEE Multim. Julia Bernd, Blanca Gordo, Jaeyoung Choi, Bryan Morgan, Nicholas Henderson, Serge Egelman, Daniel D. Garcia, Gerald Friedland
2015	A	`conf`	Teaching Privacy: What Every Student Needs to Know (Abstract Only). SIGCSE Gerald Friedland, Serge Egelman, Daniel D. Garcia
2015	—	`ch.`	The Benchmark as a Research Catalyst: Charting the Progress of Geo-prediction for Social Multimedia. Multimodal Location Estimation of Videos and Images Martha A. Larson, Pascal Kelm, Adam Rae, Claudia Hauff, Bart Thomee, Michele Trevisiol, Jaeyoung Choi, Olivier Van Laere, Steven Schockaert, Gareth J. F. Jones, Pavel Serdyukov, Vanessa Murdock, Gerald Friedland
2015	J	`jnl`	The New Data and New Challenges in Multimedia Research. CoRR Bart Thomee, David A. Shamma, Gerald Friedland, Benjamin Elizalde, Karl Ni, Douglas Poland, Damian Borth, Li-Jia Li
2015	J	`jnl`	The YLI-MED Corpus: Characteristics, Procedures, and Plans. CoRR Julia Bernd, Damian Borth, Benjamin Elizalde, Gerald Friedland, Heather Gallagher, Luke R. Gottlieb, Adam Janin, Sara Karabashlieva, Jocelyn Takahashi, Jennifer Won
2014	—	`conf`	Audio concept classification with Hierarchical Deep Neural Networks. EUSIPCO Mirco Ravanelli, Benjamin Elizalde, Karl Ni, Gerald Friedland
2014	—	`conf`	Audio-concept features and hidden Markov models for multimedia event detection. SLAM@INTERSPEECH Benjamin Elizalde, Mirco Ravanelli, Karl Ni, Damian Borth, Gerald Friedland
2014	J	`jnl`	Creating Experts From the Crowd: Techniques for Finding Workers for Difficult Tasks. IEEE Trans. Multim. Luke R. Gottlieb, Gerald Friedland, Jaeyoung Choi, Pascal Kelm, Thomas Sikora
2014	A*	`conf`	GeoMM 2014: the third ACM multimedia workshop ongeotagging and its applications in multimedia. ACM Multimedia Liangliang Cao, Gerald Friedland, Lexing Xie
2014	J	`jnl`	Guest Editors' Introduction. Int. J. Semantic Comput. Zhu Liu, Gerald Friedland, Nadine Steinmetz
2014	—	`book`	Multimedia Computing. Gerald Friedland, Ramesh C. Jain
2014	—	`ed.`	Proceedings of the 3rd ACM Multimedia Workshop on Geotagging and Its Applications in Multimedia, GeoMM '14, Orlando, Florida, USA, November 7, 2014 GeoMM Liangliang Cao, Gerald Friedland, Lexing Xie
2014	J	`jnl`	Scalable multimedia content analysis on parallel platforms using python. ACM Trans. Multim. Comput. Commun. Appl. Ekaterina Gonina, Gerald Friedland, Eric Battenberg, Penporn Koanantakool, Michael B. Driscoll, Evangelos Georganas, Kurt Keutzer
2014	—	`conf`	The Placing Task: A Large-Scale Geo-Estimation Challenge for Social-Media Videos and Images. GeoMM Jaeyoung Choi, Bart Thomee, Gerald Friedland, Liangliang Cao, Karl Ni, Damian Borth, Benjamin Elizalde, Luke R. Gottlieb, Carmen Carrano, Roger A. Pearce, Douglas Poland
2014	B	`conf`	Toward efficient, privacy-aware media classification on public databases. ICMR Giulia Fanti, Matthieu Finiasz, Gerald Friedland, Kannan Ramchandran
2013	—	`conf`	A novel fusion method for integrating multiple modalities and knowledge for multimodal location estimation. GeoMM@ACM Multimedia Pascal Kelm, Sebastian Schmiedeke, Jaeyoung Choi, Gerald Friedland, Venkatesan Nallampatti Ekambaram, Kannan Ramchandran, Thomas Sikora
2013	C	`conf`	An i-Vector Representation of Acoustic Environments for Audio-Based Video Event Detection on User Generated Content. ISM Benjamin Elizalde, Howard Lei, Gerald Friedland
2013	—	`conf`	Audio Concept Ranking for Video Event Detection on User-Generated Content. SLAM@INTERSPEECH Benjamin Elizalde, Mirco Ravanelli, Gerald Friedland
2013	J	`jnl`	Editorial for automated media analysis and production for novel TV services. Multim. Tools Appl. Gerald Friedland, Alberto Messina, Robbie De Sutter, Masanori Sano
2013	A*	`conf`	Exploiting innocuous activity for correlating users across sites. WWW Oana Goga, Howard Lei, Sree Hari Krishnan Parthasarathi, Gerald Friedland, Robin Sommer, Renata Teixeira
2013	A	`conf`	Exploring methods of improving speaker accuracy for speaker diarization. INTERSPEECH Mary Tai Knox, Nikki Mirghafori, Gerald Friedland
2013	A*	`conf`	Human vs machine: establishing a human baseline for multimodal location estimation. ACM Multimedia Jaeyoung Choi, Howard Lei, Venkatesan N. Ekambaram, Pascal Kelm, Luke R. Gottlieb, Thomas Sikora, Kannan Ramchandran, Gerald Friedland
2013	A	`conf`	Lost in segmentation: Three approaches for speech/non-speech detection in consumer-produced videos. ICME Benjamin Elizalde, Gerald Friedland
2013	J	`jnl`	Narrative theme navigation for sitcoms supported by fan-generated scripts - Video navigation based on acoustic detection of actors and narrative elements. Multim. Tools Appl. Gerald Friedland, Luke R. Gottlieb, Adam Janin
2013	Misc	`conf`	Nowhere to hide: Exploring user-verification across Flickr accounts. ICASSP Howard Lei, Jaeyoung Choi, Gerald Friedland
2013	A*	`conf`	Privacy concerns of sharing multimedia in social networks. ACM Multimedia Gerald Friedland
2013	—	`ed.`	Proceedings of the 2nd ACM international workshop on Geotagging and its applications in multimedia, GeoMM@ACM Multimedia 2013, Barcelona, Spain, October 21, 2013 GeoMM@ACM Multimedia Liangliang Cao, Gerald Friedland, Pascal Kelm
2013	—	`conf`	SRI-Sarnoff AURORA System at TRECVID 2013 Multimedia Event Detection and Recounting. TRECVID 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
2013	A*	`conf`	Second ACM multimedia workshop on geotagging and its applications in multimedia (GeoMM 2013). ACM Multimedia Liangliang Cao, Gerald Friedland, Pascal Kelm
2012	A*	`conf`	AMVA'12: ACM international workshop on audio and multimedia methods for large-scale video analysis. ACM Multimedia Gerald Friedland, Daniel P. W. Ellis, Florian Metze
2012	—	`conf`	Brave New Task: User Account Matching. MediaEval Claudia Hauff, Gerald Friedland
2012	A*	`conf`	GeoMM'12: ACM international workshop on geotagging and its applications in multimedia. ACM Multimedia Liangliang Cao, Gerald Friedland, Martha A. Larson
2012	Misc	`conf`	How to put it into words - using random forests to extract symbol level descriptions from audio content for concept detection. ICASSP Po-Sen Huang, Robert Mertens, Ajay Divakaran, Gerald Friedland, Mark Hasegawa-Johnson
2012	J	`jnl`	Industry Dares You: The ACM Multimedia Grand Challenge 2011. IEEE Multim. Gerald Friedland, Yohan Jin
2012	A	`conf`	Multimodal Location Estimation of Consumer Media: Dealing with Sparse Training Data. ICME Jaeyoung Choi, Gerald Friedland, Venkatesan N. Ekambaram, Kannan Ramchandran
2012	Misc	`conf`	Multimodal city-verification on flickr videos using acoustic and textual features. ICASSP Howard Lei, Jaeyoung Choi, Gerald Friedland
2012	A*	`conf`	Name that room: room identification using acoustic features in a recording. ACM Multimedia Nils Peters, Howard Lei, Gerald Friedland
2012	J	`jnl`	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. Robert Mertens, Po-Sen Huang, Luke R. Gottlieb, Gerald Friedland, Ajay Divakaran, Mark Hasegawa-Johnson
2012	A*	`conf`	Privacy concerns in multimedia and their solutions. ACM Multimedia Gerald Friedland
2012	—	`ed.`	Proceedings of the ACM multimedia 2012 workshop on Geotagging and its applications in multimedia, GeoMM@ACM Multimedia 2012, Nara, Japan, October 29, 2012 GeoMM@ACM Multimedia Liangliang Cao, Gerald Friedland, Martha A. Larson
2012	—	`conf`	Pushing the limits of mechanical turk: qualifying the crowd for video geo-location. CrowdMM@ACM Multimedia Luke R. Gottlieb, Jaeyoung Choi, Pascal Kelm, Thomas Sikora, Gerald Friedland
2012	—	`conf`	SRI-Sarnoff AURORA System at TRECVID 2012 Multimedia Event Detection and Recounting. TRECVID 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
2012	J	`jnl`	Speaker Diarization: A Review of Recent Research. IEEE Trans. Speech Audio Process. Xavier Anguera Miró, Simon Bozonnet, Nicholas W. D. Evans, Corinne Fredouille, Gerald Friedland, Oriol Vinyals
2012	—	`conf`	The 2012 ICSI/Berkeley Video Location Estimation System. MediaEval Jaeyoung Choi, Venkatesan N. Ekambaram, Gerald Friedland, Kannan Ramchandran
2012	J	`jnl`	The ICSI RT-09 Speaker Diarization System. IEEE Trans. Speech Audio Process. Gerald Friedland, Adam Janin, David Imseng, Xavier Anguera Miró, Luke R. Gottlieb, Marijn Huijbregts, Mary Tai Knox, Oriol Vinyals
2012	A	`conf`	Where did I go wrong?: Identifying troublesome segments for speaker diarization systems. INTERSPEECH Mary Tai Knox, Nikki Mirghafori, Gerald Friedland
2011	A*	`conf`	Acoustic and multimodal processing for multimedia content analysis. ACM Multimedia Gerald Friedland
2011	B	`conf`	Automatic tagging and geotagging in video collections and communities. ICMR Martha A. Larson, Mohammad Soleymani, Pavel Serdyukov, Stevan Rudinac, Christian Wartena, Vanessa Murdock, Gerald Friedland, Roeland Ordelman, Gareth J. F. Jones
2011	—	`conf`	CUDA-level Performance with Python-level Productivity for Gaussian Mixture Model Applications. HotPar Henry Cook, Ekaterina Gonina, Shoaib Kamil, Gerald Friedland, David A. Patterson, Armando Fox
2011	—	`conf`	Data-Driven vs. Semantic-Technology-Driven Tag-Based Video Location Estimation. ICSC Jaeyoung Choi, Gerald Friedland
2011	J	`jnl`	Estimating Dominance in Multi-Party Meetings Using Speaker Diarization. IEEE Trans. Speech Audio Process. Hayley Hung, Yan Huang, Gerald Friedland, Daniel Gatica-Perez
2011	C	`conf`	Fast speaker diarization using a high-level scripting language. ASRU Ekaterina Gonina, Gerald Friedland, Henry Cook, Kurt Keutzer
2011	A	`conf`	Improved Overlapped Speech Handling for Speaker Diarization. INTERSPEECH Kofi Boakye, Oriol Vinyals, Gerald Friedland
2011	C	`conf`	On the Applicability of Speaker Diarization to Audio Concept Detection for Multimedia Retrieval. ISM Robert Mertens, Po-Sen Huang, Luke R. Gottlieb, Gerald Friedland, Ajay Divakaran
2011	—	`ed.`	Proceedings of the 2011 ACM international workshop on Automated media analysis and production for novel TV services, AIEMPro '11, Scottsdale, Arizona, USA, December 1, 2011 AIEMPro @ ACM Multimedia Sid-Ahmed Berrani, Alberto Messina, Robbie De Sutter, Shin'ichi Satoh, Jean-Pierre Evain, Gerald Friedland, Masanori Sano, Patrick Gros
2011	J	`jnl`	Semantic Computing and Privacy: a Case Study Using Inferred Geo-Location. Int. J. Semantic Comput. Gerald Friedland, Jaeyoung Choi
2011	C	`conf`	Sherlock holmes' evil twin: on the impact of global inference for online privacy. NSPW Gerald Friedland, Gregor Maier, Robin Sommer, Nicholas Weaver
2011	—	`conf`	Team SRI-Sarnoff's AURORA System @ TRECVID 2011. TRECVID Hui Cheng, Amir Tamrakar, Saad Ali, Qian Yu, Omar Javed, Jingen Liu, Ajay Divakaran, Harpreet S. Sawhney, Alexander G. Hauptmann, Mubarak Shah, Subhabrata Bhattacharya, Michael Witbrock, Jon Curtis, Gerald Friedland, Robert Mertens, Trevor Darrell, R. Manmatha, James Allan
2011	Misc	`conf`	User verification: Matching the uploaders of videos across accounts. ICASSP Howard Lei, Jaeyoung Choi, Adam Janin, Gerald Friedland
2011	A*	`conf`	Video2GPS: a demo of multimodal location estimation on flickr videos. ACM Multimedia Gerald Friedland, Jaeyoung Choi, Adam Janin
2010	A*	`conf`	3rd international workshop on automated information extraction in media production. ACM Multimedia Alberto Messina, Robbie De Sutter, Jean-Pierre Evain, Masanori Sano, Gerald Friedland
2010	A	`conf`	A hybrid approach to online speaker diarization. INTERSPEECH Carlos Vaquero, Oriol Vinyals, Gerald Friedland
2010	—	`conf`	A parallel meeting diarist. SSCS@MM Gerald Friedland, Jike Chong, Adam Janin
2010	Misc	`conf`	An adaptive initialization method for speaker Diarization based on prosodic features. ICASSP David Imseng, Gerald Friedland
2010	—	`conf`	Cybercasing the Joint: On the Privacy Implications of Geo-Tagging. HotSec Gerald Friedland, Robin Sommer
2010	J	`jnl`	Dialocalization: Acoustic speaker diarization and visual localization as joint optimization problem. ACM Trans. Multim. Comput. Commun. Appl. Gerald Friedland, Chuohao Yeo, Hayley Hung
2010	A	`conf`	Discriminative training for hierarchical clustering in speaker diarization. INTERSPEECH Oriol Vinyals, Gerald Friedland, Nelson Morgan
2010	J	`jnl`	Guest Editors' Introduction. Int. J. Semantic Comput. Gerald Friedland, Mei-Ling Shyu
2010	A*	`conf`	Joke-o-Mat HD: browsing sitcoms with human derived transcripts. ACM Multimedia Adam Janin, Luke R. Gottlieb, Gerald Friedland
2010	Misc	`conf`	Leveraging speaker diarization for meeting recognition from distant microphones. ICASSP Andreas Stolcke, Gerald Friedland, David Imseng
2010	—	`conf`	Multimodal Indoor Localization: An Audio-Wireless-Based Approach. ICSC Oriol Vinyals, Eladio Martin, Gerald Friedland
2010	A*	`conf`	Multimodal location estimation. ACM Multimedia Gerald Friedland, Oriol Vinyals, Trevor Darrell
2010	A	`conf`	Multimodal speaker diarization using oriented optical flow histograms. INTERSPEECH Mary Tai Knox, Gerald Friedland
2010	—	`conf`	Narrative theme navigation for sitcoms supported by fan-generated scripts. AIEMPro @ ACM Multimedia Gerald Friedland, Luke R. Gottlieb, Adam Janin
2010	C	`conf`	Parallelizing Speaker-Attributed Speech Recognition for Meeting Browsing. ISM Gerald Friedland, Jike Chong, Adam Janin
2010	A*	`conf`	Precise indoor localization using smart phones. ACM Multimedia Eladio Martin, Oriol Vinyals, Gerald Friedland, Ruzena Bajcsy
2010	—	`ed.`	Proceedings of the 3rd International Workshop on Automated Information Extraction in Media Production, AIEMPro '10, Firenze, Italy, October 29, 2010 AIEMPro @ ACM Multimedia Alberto Messina, Robbie De Sutter, Jean-Pierre Evain, Gerald Friedland, Masanori Sano
2010	A	`conf`	System output combination for improved speaker diarization. INTERSPEECH Simon Bozonnet, Nicholas W. D. Evans, Xavier Anguera, Oriol Vinyals, Gerald Friedland, Corinne Fredouille
2010	J	`jnl`	Tuning-Robust Initialization Methods for Speaker Diarization. IEEE Trans. Speech Audio Process. David Imseng, Gerald Friedland
2009	J	`jnl`	Can We Escape the Trough of Disillusionment? eLearn Mag. Gerald Friedland, Wolfgang Hürst, Lars Knipping, Max Mühlhäuser
2009	Misc	`conf`	Fusing short term and long term features for improved speaker diarization. ICASSP Gerald Friedland, Oriol Vinyals, Yan Huang, Christian A. Müller
2009	J	`jnl`	Guest Editors' Introduction. Int. J. Semantic Comput. Shu-Ching Chen, Gerald Friedland
2009	J	`jnl`	Guest Editors' Introduction. Int. J. Semantic Comput. Gerald Friedland, Shu-Ching Chen
2009	A*	`conf`	Joke-o-mat: browsing sitcoms punchline by punchline. ACM Multimedia Gerald Friedland, Luke R. Gottlieb, Adam Janin
2009	Misc	`conf`	Multi-modal speaker diarization of real-world meetings using compressed-domain video features. ICASSP Gerald Friedland, Hayley Hung, Chuohao Yeo
2009	A	`conf`	Multimodal interfaces for automotive applications (MIAA). IUI Christian A. Müller, Gerald Friedland
2009	—	`conf`	On the Use of Artificial Conversation Data for Speaker Recognition in Cars. ICSC Luke R. Gottlieb, Gerald Friedland
2009	J	`jnl`	Prosodic and other Long-Term Features for Speaker Diarization. IEEE Trans. Speech Audio Process. Gerald Friedland, Oriol Vinyals, Yan Huang, Christian A. Müller
2009	C	`conf`	Robust Speaker Diarization for short speech recordings. ASRU David Imseng, Gerald Friedland
2009	C	`conf`	Using Artistic Markers and Speaker Identification for Narrative-Theme Navigation of Seinfeld Episodes. ISM Gerald Friedland, Luke R. Gottlieb, Adam Janin
2009	A*	`conf`	Visual speaker localization aided by acoustic models. ACM Multimedia Gerald Friedland, Chuohao Yeo, Hayley Hung
2008	C	`conf`	A Hardware-Independent Fast Logarithm Approximation with Adjustable Accuracy. ISM Oriol Vinyals, Gerald Friedland
2008	J	`jnl`	Anthropocentric Video Segmentation for Lecture Webcasts. EURASIP J. Image Video Process. Gerald Friedland, Raúl Rojas
2008	—	`conf`	Appscio: A Software Environment for Semantic Multimedia Analysis. ICSC Gerald Friedland, Eden Hensley, Ramesh C. Jain, Jerry Schumacher
2008	—	`ch.`	Automated Lecture Recording. Encyclopedia of Multimedia Gerald Friedland, Wolfgang Hürst, Lars Knipping
2008	Misc	`conf`	Estimating the dominant person in multi-party conversations using speaker diarization strategies. ICASSP Hayley Hung, Yan Huang, Gerald Friedland, Daniel Gatica-Perez
2008	J	`jnl`	Guest Editors' Introduction. Int. J. Semantic Comput. Gerald Friedland, Craig H. Martell
2008	A*	`conf`	Live speaker identification in conversations. ACM Multimedia Gerald Friedland, Oriol Vinyals
2008	A	`conf`	Modulation spectrogram features for improved speaker diarization. INTERSPEECH Oriol Vinyals, Gerald Friedland
2008	J	`jnl`	Multimedia Education in Computer Science: A Little Bit of Everything Is Not Enough. IEEE Multim. Gerald Friedland, Wolfgang Hürst, Lars Knipping
2008	A*	`conf`	Multimedia education: can we find unity in diversity? ACM Multimedia Gerald Friedland, Wolfgang Hürst, Lars Knipping
2008	Misc	`conf`	Overlapped speech detection for improved speaker diarization in multiparty meetings. ICASSP Kofi Boakye, B. Trueba-Hornero, Oriol Vinyals, Gerald Friedland
2008	J	`jnl`	Special Section Introduction: Educational Multimedia. IEEE Multim. Gerald Friedland, Wolfgang Hürst, Lars Knipping
2008	—	`conf`	Towards Semantic Analysis of Conversations: A System for the Live Identification of Speakers in Meetings. ICSC Oriol Vinyals, Gerald Friedland
2008	A	`conf`	Two's a crowd: improving speaker diarization by automatically identifying and excluding overlapped speech. INTERSPEECH Kofi Boakye, Oriol Vinyals, Gerald Friedland
2007	C	`conf`	A fast-match approach for robust, faster than real-time speaker diarization. ASRU Yan Huang, Oriol Vinyals, Gerald Friedland, Christian A. Müller, Nikki Mirghafori, Chuck Wooters
2007	—	`conf`	A low-cost mobile pointing and drawing device. ACM Multimedia EMME Workshop Kristian Jantz, Gerald Friedland, Lars Knipping, Raúl Rojas
2007	—	`conf`	Current Multimedia Data Formats and Semantic Computing: A Practical Example and the Challenges for the Future. ICSC Gerald Friedland
2007	—	`conf`	Educational multimedia systems: the past, the present, and a glimpse into the future. ACM Multimedia EMME Workshop Gerald Friedland, Wolfgang Hürst, Lars Knipping
2007	J	`jnl`	Object Cut and Paste in Images and Videos. Int. J. Semantic Comput. Gerald Friedland, Kristian Jantz, Tobias Lenz, Fabian Wiesel, Raúl Rojas
2007	—	`ed.`	Proceedings of the International Workshop on Educational Multimedia and Multimedia Education 2007, Augsburg, Bavaria, Germany, September 28, 2007 ACM Multimedia EMME Workshop Gerald Friedland, Wolfgang Hürst, Lars Knipping, Max Mühlhäuser
2007	J	`jnl`	Reviews. IEEE Ann. Hist. Comput. Raúl Rojas, Dag Spicer, Rocky R. Clark, Gerald Friedland
2007	J	`jnl`	Reviews. IEEE Ann. Hist. Comput. Eric A. Weiss, Gerald Friedland, Margarita Esponda
2007	—	`conf`	The future of multimedia education and educational multimedia. ACM Multimedia EMME Workshop Gerald Friedland, Wolfgang Hürst, Lars Knipping
2007	J	`jnl`	Ubiquitous Pointing and Drawing. Int. J. Emerg. Technol. Learn. Kristian Jantz, Gerald Friedland, Raúl Rojas
2007	A*	`conf`	Using audio and video features to classify the most dominant person in a group meeting. ACM Multimedia Hayley Hung, Dinesh Babu Jayagopi, Chuohao Yeo, Gerald Friedland, Sileye O. Ba, Jean-Marc Odobez, Kannan Ramchandran, Nikki Mirghafori, Daniel Gatica-Perez
2006	C	`conf`	A Practical Approach to Boundary Accurate Multi-Object Extraction from Still Images and Videos. ISM Gerald Friedland, Kristian Jantz, Tobias Lenz, Fabian Wiesel, Raúl Rojas
2006	—	`—`	Adaptive audio and video processing for electronic chalkboard lectures. Gerald Friedland
2006	C	`conf`	Human-Centered Webcasting of Interactive-Whiteboard Lectures. ISM Gerald Friedland, Raúl Rojas
2005	—	`conf`	An Interactive Datawall for an Intelligent Classroom. DeLFI Workshops Gerald Friedland, Christian Zick, Kristian Jantz, Lars Knipping, Raúl Rojas
2005	J	`jnl`	Architecting Multimedia Environments for Teaching. Computer Gerald Friedland, Karl Pauls
2005	C	`conf`	SIOX: Simple Interactive Object Extraction in Still Images. ISM Gerald Friedland, Kristian Jantz, Raúl Rojas
2005	—	`conf`	The Virtual Technician: An Automatic Software Enhancer for Audio Recording in Lecture Halls. KES (1) Gerald Friedland, Kristian Jantz, Lars Knipping, Raúl Rojas
2005	—	`conf`	Towards a Demand Driven, Autonomous Processing and Streaming Architecture. ECBS Gerald Friedland, Karl Pauls
2004	J	`jnl`	E-Chalk: a lecture recording system using the chalkboard metaphor. Interact. Technol. Smart Educ. Gerald Friedland, Lars Knipping, Joachim Schulte, Ernesto Tapia
2004	—	`conf`	Teaching with an intelligent electronic chalkboard. ETP@MM Gerald Friedland, Lars Knipping, Raúl Rojas, Ernesto Tapia
2004	J	`jnl`	Web based lectures produced by ai supported classroom teaching. Int. J. Artif. Intell. Tools Gerald Friedland, Lars Knipping, Ernesto Tapia
2003	—	`conf`	Conserving an Ancient Art of Music: Making SID Tunes Editable. CMMR Gerald Friedland, Kristian Jantz, Lars Knipping
2003	B	`conf`	Web Based Education as a Result of AI Supported Classroom Teaching. KES Gerald Friedland, Lars Knipping, Raúl Rojas, Ernesto Tapia
2001	J	`jnl`	Elektronische Kreide: Eine Java-Multimedia-Tafel fuer den Präsenz- und Fernunterricht. Inform. Forsch. Entwickl. Raúl Rojas, Lars Knipping, Ulrich Raffel, Gerald Friedland