| Why Let Resources Idle? Aggressive Cloning of Jobs with Dolly | G. Ananthanarayanan, A. Ghodsi, S. Shenker, and I. Stoica | Proceedings of the 4th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud '12), Boston, Massachusetts | June 2012 | Networking | [PDF]
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| Constructing and Utilizing Wordnets using Statistical Methods | G. de Melo and G. Weikum | Journal of Language Resources and Evaluation, Vol. 46, Issue 2, pp. 287-311 | June 2012 | AI | |
| Unsupervised Translation Sense Clustering | M. Bansal, J. DeNero, and D. Lin | Proceedings of the North American Chapter of the Association for Computational Linguistics Human Language Technologies Conference (NAACL HLT 2010), Montreal, Canada, pp. 773-782 | June 2012 | AI | [PDF]
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| Semi-Autonomous Car Control Using Brain Computer Interfaces | D. Goehring, D. Latotzky, M. Wang, and R. Rojas | Proceedings of the 12th International Conference of Intelligent Autonomous Systems (IAS), Juju Island, Korea | June 2012 | Speech | |
| Semi-Supervised Domain Adaptation with Instance Constraints | J. Donahue, J. Hoffman, E. Rodner, K. Saenko, and T. Darrell | To appear in the proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Portland, Oregon | June 2012 | Vision | |
| Multimodal Location Estimation of Consumer Media – Dealing with Sparse Training Data | J. Choi, G. Friedland, V. Ekambaram, and K. Ramchandran | Proceedings of the IEEE International Conference on Multimedia and Expo, Melbourne, Australia, pp. 43-48 | July 2012 | Speech | [PDF]
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| Software-Defined Networking: History, Hype, and Hope | S. Shenker | Proceedings of the Conference on Large-Scale Distributed Systems and Middleware (LADIS 2012), Madeira, Portugal. Also in the proceedings of the Brazilian Symposium on Computer Networks and Distributed Systems (SBRC 2012), Ouro Preto, Brazil, April 2012. | July 2012 | Networking | |
| UWN: A Large Multilingual Lexical Knowledge Base | G. de Melo and G. Weikum | Proceedings of the 50th Annual Meeting of the Association of Computational Linguistics (ACL 2012), Jeju, Korea, pp. 151-156 | July 2012 | AI | [PDF]
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| SpatDIF: Principles, Specification, and Examples | N. Peters, J. Schacher, and T. Lossius | Proceedings of the 9th Sound and Music Computing Conference (SMC 2012), Copenhagen, Denmark | July 2012 | Other | [PDF]
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| An Automated Testing Suite for Computer Music Environments | N. Peters, T. Lossius, and T. Place | Proceedings of the 9th Sound and Music Computing Conference (SMC 2012), Copenhagen, Denmark | July 2012 | Other | [PDF]
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| Coreference Semantics from Web Features | M. Bansal and D. Klein | Proceedings of the 50th Annual Meeting of the Association of Computational Linguistics (ACL 2012), Jeju, Korea | July 2012 | AI | [PDF]
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| Common Variation at 6p21.31 (BAK1) Influences the Risk of Chronic Lymphocytic Leukemia | S. L. Slager, C. F. Skibola,..., E. Halperin, et al. | Blood, Vol. 120, No. 4, pp. 843-846 | July 2012 | Algorithms | |
| PharmaLeaks: Understanding the Business of Online Pharmaceutical Affiliate Programs | D. McCoy, A. Pitsillidis, G. Jordan, N. Weaver, C. Kreibich, B. Krebs, G. M. Voelker, S. Savage, and K. Levchenko | Proceedings of the 21st USENIX Security Symposium, Bellevue, Washington | August 2012 | Networking | [PDF]
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| A First Look at 1 Gbps Fiber-To-The-Home Traffic | M. Sargent, B. Stack, T. Dooner, and M. Allman | ICSI Technical Report TR-12-009 | August 2012 | ICSI Technical Reports | [PDF]
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| Logically Centralized? State Distribution Tradeoffs in Software Defined Networks | D. Levin, A. Wundsam, B. Heller, N. Handigol, and A. Feldmann | Proceedings of the Workshop on Hot Topics in Software Defined Networks (HotSDN '12) at ACM SIGCOMM 2012, Helsinki, Finland | August 2012 | Networking | [PDF]
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| Fabric: A Retrospective on Evolving SDN | M. Casado, T. Koponen, S. Shenker, and A. Tootoonchian | Proceedings of the ACM SIGCOMM Workshop on Hot Topics in Software Defined Networking (HotSDN), Helsinki, Finland | August 2012 | Networking | [PDF]
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| Fast and Interactive Analytics Over Hadoop Data with Spark | M. Zaharia, M. Chowdhury, T. Das, A. Dave, J. Ma, M. McCauley, M.J. Franklin, S. Shenker, and I. Stoica | USENIX ;login:, Vol. 34, No. 4, pp. 45-51 | August 2012 | Networking | [PDF]
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| Probabilistic Convergence Guarantees for Type-II Pulse-Coupled Oscillators | J. Nishimura and E. Friedman | Physical Review E, Vol. 86, Issue 2 | August 2012 | Algorithms | |
| Where did I go Wrong?: Identifying Troublesome Segments for Speaker Diarization Systems | M. T. Knox, N. Mirghafori, and G. Friedland | Proceedings of the 13th Annual Conference of the International Speech Communication Association (InterSpeech 2012), Portland, Oregon | September 2012 | Speech | [PDF]
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| Hooking Up Spectro-Temporal Filters with Auditory-Inspired Representations for Robust Automatic Speech Recognition | B. Meyer, C. Spille, B. Kollmeier, and N. Morgan | Proceedings of the 13th Annual Conference of the International Speech Communication Association (InterSpeech 2012), Portland, Oregon | September 2012 | Speech | [PDF]
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| A Lone Wolf No More: Supporting Network Intrusion Detection with Real-Time Intelligence | B. Amann, R. Sommer, A. Sharma, and S. Hall | Proceedings of the 15th International Symposium on Attacks, Intrusions, and Detections (RAID 2012), pp. 314-333, Amsterdam, the Netherlands | September 2012 | Networking | |
| Ontology Driven Contextual Reference Resolution in Embodied Construction Grammar | J. Oliva, J. Feldman, L. Giraldi, and E. Dodge | Proceedings of the 7th Annual Constraint Solving and Language Processing Workshop (CSLP 2012), Orléans, France | September 2012 | AI | |
| Macroscopically Sustainable Networking: An Internet Quine | B. Raghavan and S. Hasan | ICSI Technical Report TR-12-010 | September 2012 | ICSI Technical Reports | [PDF]
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| Making the Internet More Evolvable | B. Raghavan, T. Koponen, A. Ghodsi, V. Brajkovic, and S. Shenker | ICSI Technical Report TR-12-011 | September 2012 | Networking | [PDF]
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| ICSI Gazette | | | September 2012 | ICSI Newsletter | [PDF]
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| Longer Features: They Do a Speech Detector Good | TJ Tsai and N. Morgan | Proceedings of the 13th Annual Conference of the International Speech Communication Association (InterSpeech 2012), Portland, Oregon | September 2012 | Speech | |
| Unexpected Artefacts in PRNU-Based Camera Identification: A "Dresden Image Database" Case-Study | T. Gloe, S. Pfennig, and M. Kirchner | ACM Multimedia and Security Workshop, Coventry, UK | September 2012 | Vision | [PDF]
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| Name That Room: Room Identification Using Acoustic Features in a Recording | N. Peters, H. Lei, and G. Friedland | Proceedings of ACM Multimedia 2012, pp. 841-844, Nara, Japan | October 2012 | Other | [PDF]
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| Matching Artificial Reverb Settings to Unknown Room Recordings: A Recommendation System for Reverb Plugins | N. Peters, H. Lei, and J. Choi | Proceedings of the 133th Audio Engineering Society (AES) Convention, San Francisco, California | October 2012 | Other | |
| Priceless: The Role of Payments in Abuse-Advertised Goods | D. McCoy, H. Dharmdasani, C. Kreibich, G. M. Voelker, and S. Savage | Proceedings of the 19th ACM Conference on Computer and Communications Society (CCS 2012), pp. 845-856, Raleigh, North Carolina | October 2012 | Networking | |
| There is No Data Like Less Data: Percepts for Video Concept Detection on Consumer-Produced Media | Benjamin Elizalde; Gerald Friedland; Howard Lei; Ajay Divakaran | Proceedings of the ACM International Workshop on Audio and Multimedia Methods for Large-Scale Video Analysis (AMVA) at ACM Multimedia 2012 (MM'12), Nara, Japan, pp. 27-32 | October 2012 | Speech | [PDF]
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| Manufacturing Compromise: The Emergence of Exploit-as-a-Service | C. Grier, L. Ballard, J. Caballero, N. Chachra, C. J. Dietrich, K. Levchenko, P. Mavrommatis, D. McCoy, A. Nappa, A. Pitsillidis, N. Provos, M. Zubair Rafique, M. Abu Rajab, C. Rossow, K. Thomas, V. Paxson, S. Savage, and G. M. Voelker | Proceedings of the 19th ACM Conference on Computer and Communications Security (CCS 2012), pp. 821-832, Raleigh, North Carolina | October 2012 | Networking | [PDF]
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| Pushing the Limits of Mechanical Turk: Qualifying the Crowd for Video Geo-Location | L. Gottlieb, J. Choi, P. Kelm, T. Sikora, and G. Friedland | Proceedings of the ACM Workshop on Crowdsourcing for Multimedia (CrowdMM 2012), held in conjunction with ACM Multimedia 2012, pp. 23-28, Nara, Japan | October 2012 | Speech | [PDF]
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| Sparselet Models for Efficient Multiclass Object Detection | H. O. Song, S. Zickler, T. Althoff, R. Girshick, C. Geyer, M. Fritz, P. Felzenszwalb, and T. Darrell | Proceedings of the 12th European Conference on Computer Vision (ECCV 2012), pp. 802-815, Firenze, Italy | October 2012 | Vision | |
| Discovering Latent Domains for Multisource Domain Adaptation | J. Hoffman, K. Saenko, B. Kulis, and T. Darrell | Proceedings of the 12th European Conference on Computer Vision (ECCV 2012), pp. 702-715, Firenze, Italy | October 2012 | Vision | |
| Content‐based Privacy for Consumer‐Produced Multimedia | A. Janin, G. Friedland, and R. Sommer | ICSI Technical Report TR-12-012 | October 2012 | Networking | [PDF]
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| The 2012 ICSI/Berkeley Video Location Estimation System | J. Choi, V. Ekambaram, G. Friedland, and K. Ramchandran | Presented at the MediaEval 2012 Workshop, Pisa, Italy | October 2012 | Speech | [PDF]
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| NOSIX: A Portable Switch Interface for the Network Operating System | A. Wundsam and M.Yu | ICSI Technical Report TR-12-013 | October 2012 | Networking | [PDF]
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| Software-Defined Internet Architecture | B. Raghavan, T. Koponen, M. Casado, A. Ghodsi, S. Ratnasamy, and S. Shenker | Proceedings of the ACM Workshop on Hot Topics in Networks (HotNets-XII), Seattle, Washington | October 2012 | Networking | [PDF]
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| Fathom: A Browser-based Network Measurement Platform | M. Dhawan, J. Samuel, R. Teixeira, C. Kreibich, M. Allman, N. Weaver, and V. Paxson | Proceedings of the 2012 Internet Measurement Conference (IMC 2012), Boston, Massachusetts | November 2012 | Networking | [PDF]
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| Hearing is Believing: Biologically-Inspired Feature Extraction for Robust Automatic Speech Recognition | R. M. Stern and N. Morgan | Signal Processing Magazine, Vol. 29, No. 6, pp. 34-43 | November 2012 | Speech | [PDF]
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| Direction-Optimizing Breadth-First Search | S. Beamer, K. Asanović, and D. Patterson | Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis (SC12), Article No. 12, Salt Lake City, Utah | November 2012 | Architecture | |
| A Model-Based Approach for Analysis of Spatial Structure in Genetic Data | W. Yang, J. Novembre, E. Eskin, and E. Halperin | Presented at the Annual Meeting of the American Society of Human Genetics, San Francisco, California | November 2012 | Algorithms | |
| Extracting Certificates from Live Traffic: A Near Real Time SSL Notary Service | B. Amann, M. Vallentin, S. Hall, and R. Sommer | ICSI Technical Report TR-12-014 | November 2012 | ICSI Technical Reports | [PDF]
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| Rapid Uncertainty Computation with Gaussian Processes and Histogram Intersection Kernels | A. Freytag, E. Rodner, P. Bodesheim, and J. Denzler | Proceedings of the 11th Asian Conference on Computer Vision, Daejeon, Korea. Recipient of a best paper honorable mention award. | November 2012 | Vision | [PDF]
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| Real-Time Control of Human Coagulation | J. Makin and S. Narayanan | IET Control Theory and Applications, Vol. 6, Issue 17, pp. 2630-2643 | November 2012 | AI | |
| Learning with Recursive Perceptual Representations | O. Vinyals, Y. Jia, L. Deng, and T. Darrell | Presented at the 26th Annual Conference on Neural Information Processing Systems (NIPS 2012), Lake Tahoe, Nevada | December 2012 | Vision | [PDF]
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| Timely Object Recognition | S. Karayev, T. Baumgartner, M. Fritz, and T. Darrell | Presented at the 26th Annual Conference on Neural Information Processing Systems (NIPS 2012), Lake Tahoe, Nevada | December 2012 | Vision | [PDF]
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| Encounters with Language | C. J. Fillmore | Computational Linguistics, Vol. 38, No. 4, pg.701-718 | December 2012 | AI | [PDF]
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| Beyond Classification -- Large-Scale Gaussian Process Inference and Uncertainty Prediction | A. Freytag, E. Rodner, P. Bodesheim, and J. Denzler | Presented at the BigVision Workshop at the 26th Annual Conference on Neural Information Processing Systems (NIPS 2012), Lake Tahoe, Nevada | December 2012 | Vision | [PDF]
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