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  • 2022

    Verified Software Units for Simple DFA Modules and Objects in C

    Beringer, L., 2022, Leveraging Applications of Formal Methods, Verification and Validation. Software Engineering - 11th International Symposium, ISoLA 2022, Proceedings. Margaria, T. & Steffen, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 237-258 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13702 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Warm-started quantum sphere decoding via reverse annealing for massive IoT connectivity

    Kim, M., Venturelli, D., Kaewell, J. & Jamieson, K., Oct 14 2022, ACM MobiCom 2022 - Proceedings of the 2022 28th Annual International Conference on Mobile Computing and Networking. Association for Computing Machinery, p. 1-14 14 p. (Proceedings of the Annual International Conference on Mobile Computing and Networking, MOBICOM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    10 Scopus citations

  • WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

    Yao, S., Chen, H., Yang, J. & Narasimhan, K., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    122 Scopus citations

  • When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer

    Deshpande, A., Talukdar, P. & Narasimhan, K., 2022, NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 3610-3623 14 p. (NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    17 Scopus citations

  • xxAI - Beyond Explainable Artificial Intelligence

    Holzinger, A., Goebel, R., Fong, R., Moon, T., Müller, K. R. & Samek, W., 2022, xxAI - Beyond Explainable AI - International Workshop, Held in Conjunction with ICML 2020, Revised and Extended Papers. Holzinger, A., Goebel, R., Fong, R., Moon, T., Müller, K.-R. & Samek, W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-10 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13200 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    19 Scopus citations
  • 2021

    2.5D Simulated Keyframe Animation in Blender

    Ilene, E., Willett, N. S. & Finkelstein, A., Oct 10 2021, Adjunct Publication of the 34th Annual ACM Symposium on User Interface Software and Technology, UIST 2021. Association for Computing Machinery, Inc, p. 35-36 2 p. (Adjunct Publication of the 34th Annual ACM Symposium on User Interface Software and Technology, UIST 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Accelerating Safe Reinforcement Learning with Constraint-mismatched Baseline Policies

    Yang, T. Y., Rosca, J., Narasimhan, K. & Ramadge, P. J., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 11795-11807 13 p. (Proceedings of Machine Learning Research; vol. 139).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    15 Scopus citations

  • Adapting security warnings to counter online disinformation

    Kaiser, B., Wei, J., Lucherini, E., Lee, K., Matias, J. N. & Mayer, J., 2021, Proceedings of the 30th USENIX Security Symposium. USENIX Association, p. 1163-1180 18 p. (Proceedings of the 30th USENIX Security Symposium).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    45 Scopus citations

  • Adversarial imaging pipelines

    Phan, B., Mannan, F. & Heide, F., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 16046-16056 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    16 Scopus citations

  • A Frustratingly Easy Approach for Entity and Relation Extraction

    Zhong, Z. & Chen, D., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 50-61 12 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    402 Scopus citations

  • Algebraic Program Analysis

    Kincaid, Z., Reps, T. & Cyphert, J., 2021, Computer Aided Verification - 33rd International Conference, CAV 2021, Proceedings. Silva, A. & Leino, K. R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 46-83 38 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12759 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    11 Scopus citations

  • Almost optimal super-constant-pass streaming lower bounds for reachability

    Chen, L., Kol, G., Paramonov, D., Saxena, R. R., Song, Z. & Yu, H., Jun 15 2021, STOC 2021 - Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing. Khuller, S. & Williams, V. V. (eds.). Association for Computing Machinery, p. 570-583 14 p. (Proceedings of the Annual ACM Symposium on Theory of Computing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    23 Scopus citations

  • Amortized Synthesis of Constrained Configurations Using a Differentiable Surrogate

    Sun, X., Xue, T., Rusinkiewicz, S. & Adams, R. P., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 18891-18906 16 p. (Advances in Neural Information Processing Systems; vol. 23).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Analysis of smooth heaps and slim heaps

    Hartmann, M., Kozma, L., Sinnamon, C. & Tarjan, R. E., Jul 1 2021, 48th International Colloquium on Automata, Languages, and Programming, ICALP 2021. Bansal, N., Merelli, E. & Worrell, J. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 79. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 198).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Analyzing Traffic by Domain Name in the Data Plane

    Kim, J., Kim, H. & Rexford, J., Oct 11 2021, SOSR 2021 - Proceedings of the 2021 ACM SIGCOMM Symposium on SDN Research. Association for Computing Machinery, Inc, p. 1-12 12 p. (SOSR 2021 - Proceedings of the 2021 ACM SIGCOMM Symposium on SDN Research).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    19 Scopus citations

  • A P4-based 5G User Plane Function

    Macdavid, R., Cascone, C., Lin, P., Padmanabhan, B., Thakur, A., Peterson, L., Rexford, J. & Sunay, O., Oct 11 2021, SOSR 2021 - Proceedings of the 2021 ACM SIGCOMM Symposium on SDN Research. Association for Computing Machinery, Inc, p. 162-168 7 p. (SOSR 2021 - Proceedings of the 2021 ACM SIGCOMM Symposium on SDN Research).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    50 Scopus citations

  • A Permutation-Equivariant Neural Network Architecture For Auction Design

    Rahme, J., Jelassi, S., Bruna, J. & Weinberg, S. M., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 5664-5672 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 6B).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    28 Scopus citations

  • A Regret Minimization Approach to Iterative Learning Control

    Agarwal, N., Hazan, E., Majumdar, A. & Singh, K., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 100-109 10 p. (Proceedings of Machine Learning Research; vol. 139).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    11 Scopus citations

  • AutoSVA: Democratizing Formal Verification of RTL Module Interactions

    Orenes-Vera, M., Manocha, A., Wentzlaff, D. & Martonosi, M., Dec 5 2021, 2021 58th ACM/IEEE Design Automation Conference, DAC 2021. Institute of Electrical and Electronics Engineers Inc., p. 535-540 6 p. (Proceedings - Design Automation Conference; vol. 2021-December).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    12 Scopus citations

  • Bandwidth extension is all you need

    Su, J., Wang, Y., Finkelstein, A. & Jin, Z., 2021, 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 696-700 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2021-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    42 Scopus citations

  • Boosting for Online Convex Optimization

    Hazan, E. & Singh, K., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 4140-4149 10 p. (Proceedings of Machine Learning Research; vol. 139).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Scopus citations

  • Boosting simple learners

    Alon, N., Gonen, A., Hazan, E. & Moran, S., Jun 15 2021, STOC 2021 - Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing. Khuller, S. & Williams, V. V. (eds.). Association for Computing Machinery, p. 481-489 9 p. (Proceedings of the Annual ACM Symposium on Theory of Computing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    13 Scopus citations

  • CDPAM: Contrastive learning for perceptual audio similarity

    Manocha, P., Jin, Z., Zhang, R. & Finkelstein, A., 2021, 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 196-200 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2021-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    46 Scopus citations

  • Classical vs Quantum Random Oracles

    Yamakawa, T. & Zhandry, M., 2021, Advances in Cryptology – EUROCRYPT 2021 - 40th Annual International Conference on the Theory and Applications of Cryptographic Techniques, Proceedings. Canteaut, A. & Standaert, F.-X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 568-597 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12697 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    21 Scopus citations

  • Computation over the noisy broadcast channel with malicious parties

    Efremenko, K., Kol, G., Paramonov, D. & Saxena, R. R., Feb 1 2021, 12th Innovations in Theoretical Computer Science Conference, ITCS 2021. Lee, J. R. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 82. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 185).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Scopus citations

  • Consistency Regularization for Variational Auto-Encoders

    Sinha, S. & Dieng, A. B., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 12943-12954 12 p. (Advances in Neural Information Processing Systems; vol. 16).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    30 Scopus citations

  • COP-E-CAT: Cleaning and organization pipeline for EHR computational and analytic tasks

    Mandyam, A., Yoo, E. C., Soules, J., Laudanski, K. & Engelhardt, B. E., Jan 18 2021, Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, BCB 2021. Association for Computing Machinery, Inc, (Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, BCB 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    12 Scopus citations

  • CutQC: Using small Quantum computers for large Quantum circuit evaluations

    Tang, W., Tomesh, T., Suchara, M., Larson, J. & Martonosi, M., Apr 19 2021, Proceedings of the 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS 2021. Association for Computing Machinery, p. 473-486 14 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    116 Scopus citations

  • Designing calibration and expressivity-efficient instruction sets for quantum computing

    Lao, L., Murali, P., Martonosi, M. & Browne, D., Jun 2021, Proceedings - 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture, ISCA 2021. Institute of Electrical and Electronics Engineers Inc., p. 846-859 14 p. (Proceedings - International Symposium on Computer Architecture; vol. 2021-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    24 Scopus citations

  • Directional Bias Amplification

    Wang, A. & Russakovsky, O., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 10882-10893 12 p. (Proceedings of Machine Learning Research; vol. 139).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    25 Scopus citations

  • Disappearing Cryptography in the Bounded Storage Model

    Guan, J. & Zhandry, M., 2021, Theory of Cryptography - 19th International Conference, TCC 2021, Proceedings. Nissim, K., Waters, B. & Waters, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 365-396 32 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13043 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Don't be a blockhead: Zoned namespaces make work on conventional SSDs obsolete

    Stavrinos, T., Berger, D. S., Katz-Bassett, E. & Lloyd, W., Jun 1 2021, HotOS 2021 - Proceedings of the 2021 Workshop on Hot Topics in Operating Systems. Association for Computing Machinery, Inc, p. 144-151 8 p. (HotOS 2021 - Proceedings of the 2021 Workshop on Hot Topics in Operating Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    46 Scopus citations

  • Dorylus: Affordable, scalable, and accurate GNN training with distributed CPU servers and serverless threads

    Thorpe, J., Qiao, Y., Eyolfson, J., Teng, S., Hu, G., Jia, Z., Wei, J., Vora, K., Netravali, R., Kim, M. & Xu, G. H., 2021, Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2021. USENIX Association, p. 495-514 20 p. (Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    105 Scopus citations

  • DROID-SLAM: Deep Visual SLAM for Monocular, Stereo, and RGB-D Cameras

    Teed, Z. & Deng, J., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 16558-16569 12 p. (Advances in Neural Information Processing Systems; vol. 20).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    353 Scopus citations

  • Dynamically Grown Generative Adversarial Networks

    Liu, L., Zhang, Y., Deng, J. & Soatto, S., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 8680-8687 8 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 10A).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    13 Scopus citations

  • EMA: Auditing Data Removal from Trained Models

    Huang, Y., Li, X. & Li, K., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 793-803 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12905 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    6 Scopus citations

  • End-to-end High Dynamic Range Camera Pipeline Optimization

    Robidoux, N., Seo, D. E., Ariza, F., García Capel, L. E., Sharma, A. & Heide, F., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 6293-6303 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    19 Scopus citations

  • Evaluating Gradient Inversion Attacks and Defenses in Federated Learning

    Huang, Y., Gupta, S., Song, Z., Li, K. & Arora, S., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 7232-7241 10 p. (Advances in Neural Information Processing Systems; vol. 9).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    208 Scopus citations

  • Experiences deploying multi-vantage-point domain validation at let's encrypt

    Birge-Lee, H., Wang, L., McCarney, D., Shoemaker, R., Rexford, J. & Mittal, P., 2021, Proceedings of the 30th USENIX Security Symposium. USENIX Association, p. 4311-4327 17 p. (Proceedings of the 30th USENIX Security Symposium).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    15 Scopus citations

  • Exponential communication separations between notions of selfishness

    Rubinstein, A., Saxena, R. R., Thomas, C., Matthew Weinberg, S. & Zhao, J., Jun 15 2021, STOC 2021 - Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing. Khuller, S. & Williams, V. V. (eds.). Association for Computing Machinery, p. 947-960 14 p. (Proceedings of the Annual ACM Symposium on Theory of Computing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    6 Scopus citations

  • Facebook’s tectonic filesystem: Efficiency from exascale

    Pan, S., Stavrinos, T., Zhang, Y., Sikaria, A., Zakharov, P., Sharma, A., Shankar, S. P., Shuey, M., Wareing, R., Gangapuram, M., Cao, G., Preseau, C., Singh, P., Patiejunas, K., Tipton, J. R., Katz-Bassett, E. & Lloyd, W., 2021, Proceedings of the 19th USENIX Conference on File and Storage Technologies, FAST 2021. USENIX Association, p. 217-231 15 p. (Proceedings of the 19th USENIX Conference on File and Storage Technologies, FAST 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    66 Scopus citations

  • Factual Probing Is [MASK]: Learning vs. Learning to Recall

    Zhong, Z., Friedman, D. & Chen, D., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 5017-5033 17 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    238 Scopus citations

  • Fair Attribute Classification through Latent Space De-biasing

    Ramaswamy, V. V., Kim, S. S. Y. & Russakovsky, O., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 9297-9306 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    114 Scopus citations

  • Franchised Quantum Money

    Roberts, B. & Zhandry, M., 2021, Advances in Cryptology – ASIACRYPT 2021 - 27th International Conference on the Theory and Application of Cryptology and Information Security, Proceedings, Part 1. Tibouchi, M. & Wang, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 549-574 26 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13090 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    3 Scopus citations

  • Gated3D: Monocular 3D Object Detection From Temporal Illumination Cues

    Julca-Aguilar, F., Taylor, J., Bijelic, M., Mannan, F., Tseng, E. & Heide, F., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 2918-2928 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    8 Scopus citations

  • Generating Architecture-Level Abstractions from RTL Designs for Processors and Accelerators Part I: Determining Architectural State Variables

    Zeng, Y., Huang, B. Y., Zhang, H., Gupta, A. & Malik, S., 2021, 2021 40th IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 2021-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    9 Scopus citations

  • Gradient Descent on Two-layer Nets: Margin Maximization and Simplicity Bias

    Lyu, K., Li, Z., Wang, R. & Arora, S., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 12978-12991 14 p. (Advances in Neural Information Processing Systems; vol. 16).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    45 Scopus citations

  • Grounding Language to Entities and Dynamics for Generalization in Reinforcement Learning

    Hanjie, A. W., Zhong, V. & Narasimhan, K., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 4051-4062 12 p. (Proceedings of Machine Learning Research; vol. 139).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    24 Scopus citations

  • Hidden Cosets and Applications to Unclonable Cryptography

    Coladangelo, A., Liu, J., Liu, Q. & Zhandry, M., 2021, Advances in Cryptology – CRYPTO 2021 - 41st Annual International Cryptology Conference, CRYPTO 2021, Proceedings. Malkin, T. & Peikert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 556-584 29 p. (Lecture Notes in Computer Science; vol. 12825 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    41 Scopus citations

  • HiFi-GAN-2: Studio-Quality Speech Enhancement via Generative Adversarial Networks Conditioned on Acoustic Features

    Su, J., Jin, Z. & Finkelstein, A., 2021, 2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2021. Institute of Electrical and Electronics Engineers Inc., p. 166-170 5 p. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics; vol. 2021-October).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    50 Scopus citations