Modular integration of neural connectomics, dynamics and biomechanics for identification of behavioral sensorimotor pathways in Caenorhabditis elegans

Authors: Kim, Jimin, Florman, Jeremy T., Santos, Julia A., Alkema, Mark J., Shlizerman, Eli

Subject Terms: Quantitative Biology - Quantitative Methods, Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/2504.18073

Hearing Anywhere in Any Environment

Authors: Liu, Xiulong, Kumar, Anurag, Calamia, Paul, Amengual, Sebastia V., Murdock, Calvin, Ananthabhotla, Ishwarya, Robinson, Philip, Shlizerman, Eli, Ithapu, Vamsi Krishna, Gao, Ruohan

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Access URL: http://arxiv.org/abs/2504.10746

SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic Binding

Authors: Chen, Mingfei, Gebru, Israel D., Ananthabhotla, Ishwarya, Richardt, Christian, Markovic, Dejan, Sandakly, Jake, Krenn, Steven, Keebler, Todd, Shlizerman, Eli, Richard, Alexander

Subject Terms: Computer Science - Sound, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Multimedia

Access URL: http://arxiv.org/abs/2504.05576

Building Machine Learning Challenges for Anomaly Detection in Science

Authors: Campolongo, Elizabeth G., Chou, Yuan-Tang, Govorkova, Ekaterina, Bhimji, Wahid, Chao, Wei-Lun, Harris, Chris, Hsu, Shih-Chieh, Lapp, Hilmar, Neubauer, Mark S., Namayanja, Josephine, Subramanian, Aneesh, Harris, Philip, Anand, Advaith, Carlyn, David E., Ghosh, Subhankar, Lawrence, Christopher, Moreno, Eric, Raikman, Ryan, Wu, Jiaman, Zhang, Ziheng, Adhi, Bayu, Gharehtoragh, Mohammad Ahmadi, Monsalve, Saúl Alonso, Babicz, Marta, Baig, Furqan, Banerji, Namrata, Bardon, William, Barna, Tyler, Berger-Wolf, Tanya, Dieng, Adji Bousso, Brachman, Micah, Buat, Quentin, Hui, David C. Y., Cao, Phuong, Cerino, Franco, Chang, Yi-Chun, Chaulagain, Shivaji, Chen, An-Kai, Chen, Deming, Chen, Eric, Chou, Chia-Jui, Ciou, Zih-Chen, Cochran-Branson, Miles, Choi, Artur Cordeiro Oudot, Coughlin, Michael, Cremonesi, Matteo, Dadarlat, Maria, Darch, Peter, Desai, Malina, Diaz, Daniel, Dillmann, Steven, Duarte, Javier, Duporge, Isla, Ekka, Urbas, Heravi, Saba Entezari, Fang, Hao, Flynn, Rian, Fox, Geoffrey, Freed, Emily, Gao, Hang, Gao, Jing, Gonski, Julia, Graham, Matthew, Hashemi, Abolfazl, Hauck, Scott, Hazelden, James, Peterson, Joshua Henry, Hoang, Duc, Hu, Wei, Huennefeld, Mirco, Hyde, David, Janeja, Vandana, Jaroenchai, Nattapon, Jia, Haoyi, Kang, Yunfan, Kholiavchenko, Maksim, Khoda, Elham E., Kim, Sangin, Kumar, Aditya, Lai, Bo-Cheng, Le, Trung, Lee, Chi-Wei, Lee, JangHyeon, Lee, Shaocheng, van der Lee, Suzan, Lewis, Charles, Li, Haitong, Li, Haoyang, Liao, Henry, Liu, Mia, Liu, Xiaolin, Liu, Xiulong, Loncar, Vladimir, Lyu, Fangzheng, Makarov, Ilya, Mao, Abhishikth Mallampalli Chen-Yu, Michels, Alexander, Migala, Alexander, Mokhtar, Farouk, Morlighem, Mathieu, Namgung, Min, Novak, Andrzej, Novick, Andrew, Orsborn, Amy, Padmanabhan, Anand, Pan, Jia-Cheng, Pandya, Sneh, Pei, Zhiyuan, Peixoto, Ana, Percivall, George, Leung, Alex Po, Purushotham, Sanjay, Que, Zhiqiang, Quinnan, Melissa, Ranjan, Arghya, Rankin, Dylan, Reissel, Christina, Riedel, Benedikt, Rubenstein, Dan, Sasli, Argyro, Shlizerman, Eli, Singh, Arushi, Singh, Kim, Sokol, Eric R., Sorensen, Arturo, Su, Yu, Taheri, Mitra, Thakkar, Vaibhav, Thomas, Ann Mariam, Toberer, Eric, Tsai, Chenghan, Vandewalle, Rebecca, Verma, Arjun, Venterea, Ricco C., Wang, He, Wang, Jianwu, Wang, Sam, Wang, Shaowen, Watts, Gordon, Weitz, Jason, Wildridge, Andrew, Williams, Rebecca, Wolf, Scott, Xu, Yue, Yan, Jianqi, Yu, Jai, Zhang, Yulei, Zhao, Haoran, Zhao, Ying, Zhong, Yibo

Subject Terms: Computer Science - Machine Learning, Astrophysics - Instrumentation and Methods for Astrophysics

Access URL: http://arxiv.org/abs/2503.02112

Brain-to-Text Benchmark '24: Lessons Learned

Authors: Willett, Francis R., Li, Jingyuan, Le, Trung, Fan, Chaofei, Chen, Mingfei, Shlizerman, Eli, Chen, Yue, Zheng, Xin, Okubo, Tatsuo S., Benster, Tyler, Lee, Hyun Dong, Kounga, Maxwell, Buchanan, E. Kelly, Zoltowski, David, Linderman, Scott W., Henderson, Jaimie M.

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning, Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/2412.17227

Brain-to-Text Decoding with Context-Aware Neural Representations and Large Language Models

Authors: Li, Jingyuan, Le, Trung, Fan, Chaofei, Chen, Mingfei, Shlizerman, Eli

Subject Terms: Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2411.10657

Tell What You Hear From What You See -- Video to Audio Generation Through Text

Authors: Liu, Xiulong, Su, Kun, Shlizerman, Eli

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Access URL: http://arxiv.org/abs/2411.05679

Transferable polychromatic optical encoder for neural networks

Authors: Choi, Minho, Xiang, Jinlin, Wirth-Singh, Anna, Baek, Seung-Hwan, Shlizerman, Eli, Majumdar, Arka

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Physics - Optics

Access URL: http://arxiv.org/abs/2411.02697

CaloChallenge 2022: A Community Challenge for Fast Calorimeter Simulation

Authors: Krause, Claudius, Giannelli, Michele Faucci, Kasieczka, Gregor, Nachman, Benjamin, Salamani, Dalila, Shih, David, Zaborowska, Anna, Amram, Oz, Borras, Kerstin, Buckley, Matthew R., Buhmann, Erik, Buss, Thorsten, Cardoso, Renato Paulo Da Costa, Caterini, Anthony L., Chernyavskaya, Nadezda, Corchia, Federico A. G., Cresswell, Jesse C., Diefenbacher, Sascha, Dreyer, Etienne, Ekambaram, Vijay, Eren, Engin, Ernst, Florian, Favaro, Luigi, Franchini, Matteo, Gaede, Frank, Gross, Eilam, Hsu, Shih-Chieh, Jaruskova, Kristina, Käch, Benno, Kalagnanam, Jayant, Kansal, Raghav, Kim, Taewoo, Kobylianskii, Dmitrii, Korol, Anatolii, Korcari, William, Krücker, Dirk, Krüger, Katja, Letizia, Marco, Li, Shu, Liu, Qibin, Liu, Xiulong, Loaiza-Ganem, Gabriel, Madula, Thandikire, McKeown, Peter, Melzer-Pellmann, Isabell-A., Mikuni, Vinicius, Nguyen, Nam, Ore, Ayodele, Schweitzer, Sofia Palacios, Pang, Ian, Pedro, Kevin, Plehn, Tilman, Pokorski, Witold, Qu, Huilin, Raikwar, Piyush, Raine, John A., Reyes-Gonzalez, Humberto, Rinaldi, Lorenzo, Ross, Brendan Leigh, Scham, Moritz A. W., Schnake, Simon, Shimmin, Chase, Shlizerman, Eli, Soybelman, Nathalie, Srivatsa, Mudhakar, Tsolaki, Kalliopi, Vallecorsa, Sofia, Yeo, Kyongmin, Zhang, Rui

Subject Terms: Physics - Instrumentation and Detectors, Computer Science - Machine Learning, High Energy Physics - Experiment, High Energy Physics - Phenomenology

Access URL: http://arxiv.org/abs/2410.21611

From Vision to Audio and Beyond: A Unified Model for Audio-Visual Representation and Generation

Authors: Su, Kun, Liu, Xiulong, Shlizerman, Eli

Subject Terms: Computer Science - Multimedia, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Access URL: http://arxiv.org/abs/2409.19132

Let the Beat Follow You - Creating Interactive Drum Sounds From Body Rhythm

Authors: Liu, Xiulong, Su, Kun, Shlizerman, Eli

Source: 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) WACV Applications of Computer Vision (WACV), 2024 IEEE/CVF Winter Conference on. :7162-7172 Jan, 2024

Relation: 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Be Everywhere - Hear Everything (BEE): Audio Scene Reconstruction by Sparse Audio-Visual Samples

Authors: Chen, Mingfei, Su, Kun, Shlizerman, Eli

Source: 2023 IEEE/CVF International Conference on Computer Vision (ICCV) ICCV Computer Vision (ICCV), 2023 IEEE/CVF International Conference on. :7819-7828 Oct, 2023

Relation: 2023 IEEE/CVF International Conference on Computer Vision (ICCV)

Comparison of Deep Learning and Signal Processing Methods for Removing a Ringing Artifact from Ultrasound Signals

Authors: Sosnovskaya, Yana, Shlizerman, Eli, Hannaford, Blake, Sinanan, Mika N.

Source: 2023 IEEE Sensors Applications Symposium (SAS) Sensors Applications Symposium (SAS), 2023 IEEE. :1-6 Jul, 2023

Relation: 2023 IEEE Sensors Applications Symposium (SAS)

Physics-Driven Diffusion Models for Impact Sound Synthesis from Videos

Authors: Su, Kun, Qian, Kaizhi, Shlizerman, Eli, Torralba, Antonio, Gan, Chuang

Source: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) CVPR Computer Vision and Pattern Recognition (CVPR), 2023 IEEE/CVF Conference on. :9749-9759 Jun, 2023

Relation: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Calo-VQ: Vector-Quantized Two-Stage Generative Model in Calorimeter Simulation

Authors: Liu, Qibin, Shimmin, Chase, Liu, Xiulong, Shlizerman, Eli, Li, Shu, Hsu, Shih-Chieh

Subject Terms: Physics - Instrumentation and Detectors, Computer Science - Machine Learning, High Energy Physics - Phenomenology

Access URL: http://arxiv.org/abs/2405.06605

Compressed Meta-Optical Encoder for Image Classification

Authors: Wirth-Singh, Anna, Xiang, Jinlin, Choi, Minho, Fröch, Johannes E., Huang, Luocheng, Colburn, Shane, Shlizerman, Eli, Majumdar, Arka

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Electrical Engineering and Systems Science - Image and Video Processing, Physics - Optics

Access URL: http://arxiv.org/abs/2406.06534

Evolutionary algorithms as an alternative to backpropagation for supervised training of Biophysical Neural Networks and Neural ODEs

Authors: Hazelden, James, Liu, Yuhan Helena, Shlizerman, Eli, Shea-Brown, Eric

Subject Terms: Quantitative Biology - Neurons and Cognition, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2311.10869

Learning Time-Invariant Representations for Individual Neurons from Population Dynamics

Authors: Mi, Lu, Le, Trung, He, Tianxing, Shlizerman, Eli, Sümbül, Uygar

Subject Terms: Quantitative Biology - Neurons and Cognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2311.02258

The time is ripe to reverse engineer an entire nervous system: simulating behavior from neural interactions

Authors: Haspel, Gal, Baker, Ben, Beets, Isabel, Boyden, Edward S, Brown, Jeffrey, Church, George, Cohen, Netta, Colon-Ramos, Daniel, Dyer, Eva, Fang-Yen, Christopher, Flavell, Steven, Goodman, Miriam B, Hart, Anne C, Izquierdo, Eduardo J, Kagias, Konstantinos, Lockery, Shawn, Lu, Yangning, Marblestone, Adam, Matelsky, Jordan, Mensh, Brett, Pereira, Talmo D, Pfister, Hanspeter, Rajan, Kanaka, Rotstein, Horacio G, Scholz, Monika, Shaevitz, Joshua W., Shlizerman, Eli, Simeon, Quilee, Skuhersky, Michael A, Tiruvadi, Vineet, Venkatachalam, Vivek, Wei, Donglai, Wester, Brock, Yang, Guangyu Robert, Yemini, Eviatar, Zimmer, Manuel, Kording, Konrad P

Subject Terms: Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/2308.06578

PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition

Authors: Su, Kun, Liu, Xiulong, Shlizerman, Eli

Source: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) CVPR Computer Vision and Pattern Recognition (CVPR), 2020 IEEE/CVF Conference on. :9628-9637 Jun, 2020

Relation: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)