DL Day is Monday, May 6 and Tuesday, May 7!
Get ready for a day of talks and posters on all the deep learning projects that you have been working so hard on this semester!
Deep Learning Day will be held on Monday, May 6 and Tuesday, May 7 in Almunae Hall.
Monday, May 6
| 8:50 AM | Opening Remarks | |
| 9:00 AM | Session 1: Computer Vision (Anglerfish) | |
| Presentations (2470/Capstone) | ||
| 9:00 AM | Enhancing Video Definition through Deep Learning | Shukai Ni, Xianyang Xie, Haibo Li |
| 9:12 AM | Enhancing Out-of-Distribution Object Detection with CLIP | Yuxiang Wang, Xueru Ma, Kangyu Zhu, Yingwei Song |
| 9:24 AM | LOCNet | Gaurav Gaonka, Leyang Hu, Shangyang Min, Zhuoyue Jin |
| 9:36 AM | VisionGuard | Mike Li, Ella Liang, Jessica Yang, Shengzheng Zhang |
| 9:48 AM | Dynamic Environment Generation in Classic Video Games | Nuo Wen Lei, Haiyang Wang, Jingbo Yang |
| 10:00 AM | Efficient Methods of ASL Video Classification Using 3DCNNs | Anushka Narayanan, Colden Bobowick, Kaitlyn Williams |
| 10:12 AM | HoneyPot: Model Agnostic Spuriosity Detection Framework | Vipul Sharma, Bernard Li, Victor Ojewale, Shawn Zhu |
| 10:30 AM | Posters (1470) | |
| 1 | Deep Read: A deep learning approach to lip reading! | Jerry Lu, Alex Liang, Carson Harrell, Jefferey Cai |
| 2 | Enhancing Video Deblurring with STDANet | Tara Amruthur, Anna Arantes, Jesse Edelstein, Marie Baker |
| 3 | CNN-based Deepfake Detection | Kamyar Mirfakhraie, Jason Pien, Joseph Ricciardulli, Alex Wick |
| 4 | 3Dfusion | Flavia Maria Galeazzi, Guo Ma, Raisa Axenie, Shu Xu, Wanjia Fu |
| 5 | AI Diving Judge | Isabela Antoniuk, Rebecca Waterson, Zoe Le |
| 6 | SNeRFs Up | Sylvie Bartusek, Zihan Zhu, Charlotte Introcaso, Emre Arslan |
| 7 | The NeRF | Eric Cho, Bailey Smoko, Ryan Huang, Kevin Luo |
| 8 | North Learn (Novel Neural Style Transfer) | Harper Liang, Meiyi Song, Tongda Shen, Zining Chen |
| 9 | Fresh Tea Leaves? | Taleena Chandaria, Adit Kadakia, Swaraj Agarwal |
| 10 | RoboChaser | Olivia, Narek, Julian |
| 11 | College Dropout-s | Eric Ma, Jacob Hirschhorn, Prithvi Oak, Sherry Zhang |
| 12 | AI Image Detection | Francis Gonzalez, Alex Huang, Ashton Glover, Hannah Zhang |
| 11:00 AM | Session 2: Language Processing (Beluga Whale) | |
| Presentations (2470/Capstone) | ||
| 11:00 AM | Reimplement BST model on movie recommendation | Shengmai Chen, Taemin Huh, Chuning Xiao |
| 11:12 AM | Hate Speech Detection | Chujun Chen, Sicheng Yang, Yijia Xue |
| 11:24 AM | Multi-Caption Diffusion | Julien Ward, Seik Oh, Roger de Mello Koch, Ziyan Liu |
| 11:36 AM | Revive Ancient Chinese via Machine Translation | Letian Yu, Xiner Zhao, Yuyang Luo, Zhengyang Xu |
| 11:48 AM | Text To Music | Xiaoyan Liu, Yuhong Zhang, Ziyu Wang |
| 12:00 PM | Instruction-following Game System for Interactive Text-Based Fantasy Adventure | Cynthia Xing, Winnie Zhang, Jiahui Zhang |
| 12:15 PM | Posters (1470) | |
| 1 | Optimizing Model Architectures For Emotion Recognition | Lucas Sha, Christian Martinez, Pir Servan Tutşi, and Yihong Liu |
| 2 | Facial Sentiment Analysis | Anna Lapre, Natalee Amhaz, Jillian Dominguez |
| 3 | Pytorch Implementation of PolyLM | Chloe Qiao, Max Guo, Claire Robertson, Jason Lin |
| 4 | Bringing Old Photos Back to Life | Alexander Cueva, Jaideep Naik, Matthias Yee |
| 5 | Code Guardian: Ensuring the Human Touch in Coding | Jinhua Yang, Zirui Hu, Zhongzheng Xu |
| 6 | Oracle | Michelle Ding, Doren Hsiao-Wecksler, Vivian Li, Louise Weng |
| 7 | Extracting Emotion from Speech | Nancy Zhu, Kaley Newlin, Keyan Rahimi |
| 8 | Reproducing unCLIP | Ariana Azarbal, Ayman Touimi, Sofia Tazi |
| 9 | Text-to-Music Generation | Ahad Bashir, Swetabh Changkakoti, Nasir Perera-Olivo, Anushka Kataruka |
| 1:00 PM | Session 3: Science and Health (Octopus) | |
| Presentations (2470/Capstone) | ||
| 1:00 PM | Identifying Diseases from Chest X-Rays | Dana McGowan, Bradley Marx, Henry Jiang, Kevin Scroggins |
| 1:12 PM | GenoNet: Cell type annotation on scRNA-seq data | Lanyu Zhang, Xin Wei, Haiyue Song, Han Ji |
| 1:24 PM | Transfer Learning for Jet Tagging in Particle Physics | Jade Ducharme, Egor Serebriakov, Aditya Singh, Anthony Wong |
| 1:36 PM | Metanets: artificial nets to understand biological nets | Nicholas Tolley, Annabeth Stokely, Robert Zielinski, David Chu |
| 1:48 PM | Little Label Learners | Winston Li, John Byers, Marcel Mateos Salles |
| 2:00 PM | Learning Quantum Spin Liquids with Neural Quantum States | Lucas Brito, Sam Bear, Adam Remels |
| 2:15 PM | Posters (1470) | |
| 1 | Predicting Seismic Activity Using Dense Acceleration Data | Benjamin Pomeranz, Bentzion Gitig, Armaan Patankar, Skylar Walters |
| 2 | Multimodal Seizure Detection | Amit Erraguntla, Aviral Vaidya, Sean Kim |
| 3 | DeepSentiment | An Cao, Ryan Kim, Daniel Xiong |
| 4 | Detection of Bone Fractures | Justin Hickey, Geordie Young, Amelia Zug, Brendan Leahey |
| 5 | ENSO-Watch: Weather Forecasting with Deep Learning | Charlene Chen, Johannes Elias, Marcos Carmona Maiso, Allen Wang |
| 6 | Hybrid Sentiment Analysis on Patient Drug Reviews | Eric Yoon, Julie Qian, Jason Ni, Nathan An |
| 7 | Deep Learning for Alzheimer's Diagnosis | Liam Kearns, Yash Agrawal, Dhruv Raghavan |
| 8 | Identifying Transcription Factor Cooperation with Attention | Colin Baker, Justin Currie, Lisa Duan, Helen Xie |
| 9 | Brain Tumor Imaging Software | Manuel Dal Bo, Nathan Kim, Priyam Parekh |
| 10 | CNN-based Analysis of DNA Sequence Classification | Eurie Seo, Logan Hines, Imran Hussain |
| 11 | ATGC (Applying Transformers to Genes and Cells) | Tas Rahman, Connor Flick, Sahil Gupta, Andrew Ni |
| 12 | Using CV to detect if there is lung cancer in a CT scan | Maxwell Ebersman, Yen Chu, Brian Delgado, Christian Armstrong |
| 2:30 PM | Session 4: Art, Music, Fashion, Finance (Dolphin) | |
| Presentations (2470/Capstone) | ||
| 3:00 PM | A Debiased Deep Learning Model for Generating Humorous Memes | Jieyun Li, Yitong Wang, Yixun Kang, Zhihao Li |
| 3:12 PM | Anomaly Detection in Financial Data with Explainable AI | Padma Prabagaran, Nilay Laddha, Subham Kumar Das |
| 3:24 PM | Sample-Efficient play of Atari Games with Multi-Modal input | Noah Rousell, Ryan Eng, Julian Beaudry, Adithya Sriram |
| 3:36 PM | MBTI Classification | Xuetong Tang, Yicheng Lu, Ke Zhang, and Dongyan Sun |
| 3:48 PM | EnsembleEmbedders | Eric Chen, Mahdi Boulila, Pratham Rathi, Evan Meyer |
| 4:00 PM | BTC Price Movement System | Henry Pasts, Manoli Angelakis, John Wilkinson, Stefano Chiappo, Maxime Seknadje |
| 4:15 PM | Posters (1470) | |
| 1 | Vesuvius Challenge Grand Prize | Jason Tapper, Dan Hu, Eitan Zemel, Jake Stifelman |
| 2 | Neural Networks for Options Trading | Lana Yang-Maccini, Saketh Dhulipalla, Paurav Kananur |
| 3 | LSTMs in Predicting Financial Time Series Data | Beenish Valliani, Connie Ortiz, Isaac Calderon, Kevin Zhu, Oliver Tu |
| 4 | Song to Art/Album based purely on musical content | Griffin Ares, Amari Brooks, Cherelin Pahz |
| 5 | Go Deep! (American Football) | Caleb Moran, Andy Burris, Vanessa Alexander |
| 6 | Duet - Piano Accompaniments | Louis Geer, Kyle Lee |
| 7 | DecTransform | Trey Fawcett, Quinn Thomson |
| 8 | MusicGenreClassification | Paul Jeong, Steven Liao, Alex Lin |
| 9 | Art Style Transfer | Andrew Mao, Colin Pascual, Grace Yang, Sophia Li |
| 4:50 PM | Closing Remarks |
Tuesday, May 7
| 8:50 AM | Opening Remarks | |
| 9:00 AM | Session 1: Computer Vision, Arts, and More (Dolphin) | |
| Presentations (2470/Capstone) | ||
| 9:00 AM | ARTEMIS | Alaina Lin, Andrew Chen, Kazuya Erdos, Tanish Makadia |
| 9:12 AM | Abdominal Trauma Detection | Yiran Shi, Futao Wei, Jianjun Zhang |
| 9:24 AM | Generative Flow Networks to model of Quantum Materials | Alan Bidart, Kevin Rapp |
| 9:36 AM | LePersonFinder | Nicolas Kim, Teddy Arida-Moody, Sam Duong, Justin Chan |
| 9:48 AM | Frauddetect | Paul Krupski, Spencer Dellenbaugh, Sebastian Criado |
| 10:00 AM | Deep learning in virtual currencies prediction | Lue Fang, Zhiguo Ma, Yuan Cao |
| 10:15 AM | Posters (1470) | |
| 1 | Across the Spider-Verse Style Transfer | Arjan Chakravarthy, Abhijith Chandran, George Chemmala, Siddu Sitaraman |
| 2 | Studying Generative Adversarial Networks (GANs) | Sofia Vaca Narvaja Córdoba, Ben Bonas, Daniel Hadar, Keya Kilachand |
| 3 | Adversarial Learning Is All Semantic Segmentation Needs | Caden Chou, Hung-Jen Wang, Nora Tang |
| 4 | DeepColor | Anna Tsvetkov, Samuel Walhout, Taojie Wang |
| 5 | ASLayers | Madeleine Poissonnier, Sabrina Shipley, Kole Newman |
| 6 | 404 Not Found (Re-implement the Image Retrieval Model DELG) | Yao Yang, Linquan Zhou |
| 7 | Alzheimer's Disease Detection - Enhanced Multimodal Approach | Karis Ma, Timothy Pyon, Isha Ponugoti, Raima Islam |
| 8 | Deep RNN for Supernovae Classification | Katie Li, AJ Wu, Arin Idhant, Stella Tsogtjargal |
| 9 | Old Soles: A Sketch-to-Image Shoe Generation Model | David Eskilson, Brady Garrison, Jake Lippert, Sam Salseda |
| 10 | maestro-net | Nora Cai, Atharva Nihalani, Siddharta Laloux, Victoria Chen |
| 11 | Labquake Prediction | Maria Wang, Eric Long Him Ko, Eleanor Park |
| 12 | ConvMusic | Timothy Fong, Edward Wibowo, Michael Rehmet, Bokai Bi |
| 13 | Decreasing Drowsy Driving / Drowsy Droopy No More | Selena Williams, Patrick Ortiz, Ethan Williams, Tiffney Aina |
| 11:00 AM | Session 2: Language Processing (Beluga Whale) | |
| Presentations (2470/Capstone) | ||
| 11:00 AM | Can you write a winner? | Aley Abdel-Ghaffar, Hannah Snell, Shevaughn Holness, Yu Zhu, Zeynep Kilinc |
| 11:12 AM | Turning fridge ingredients into recipes using Transformer | Shiyu Yan, Paul Zhu, Yiqun Zhang , Yuhan Mao |
| 11:24 AM | Video Game Marketing Assistant | Kathy Wu, Shiqi Wang, Bingnan Huo |
| 11:36 AM | Author Detective: Texts, Traits, and Tea Leaves | Hongming Fu, Ruize Ma, Yi Sun, Yu Gu |
| 11:48 AM | CodeGuardian | Jinhua Yang, Zirui Hu, Zhongzheng Xu, Patrick Liu |
| 12:00 PM | Enhance Control Vectors in Social Sciences with Deep Learning | Alejandro Contreras, Jesus Rodriguez, Hong Zheng, Qingyuan Lin |
| 12:15 PM | Posters (1470) | |
| 1 | AI Audio Stem-Splitter using the Discrete Wavelet Transform | Matthew McQuistion, Rayhan Meghji, Scott Petersen |
| 2 | Inverse Recipe Generation from Food Images | Michael Tu, Rhea Goyal, Elijah Whang, Michael Sun |
| 3 | Bavarder | Blake Horne, Quinn Coleman |
| 4 | Multiscale Bidirectional Temporal Convolutional Network for Sleep Apnea Detection | Zeming Liu, Jinqian Li, Yujin Chung |
| 5 | Crafting Sign Language From Speech | Nya Haseley-Ayende, Bahar Birsel, Halleluiah Girum, Amaris Grondin, Javier Fernandez Garcia |
| 6 | UALT (Unified Artificial Language Translators) | Bohdan Karavan, Julia Stepanenko, Ignas Karvelis |
| 7 | Blink-147 | Kara Wong, Kana Takizawa, Dixi Han, Navya Sahay |
| 8 | We Hate Cancer | Adam von Bismarck, Amy Qiao, Avery Martin, Thomas Lasersohn |
| 9 | Evaluation of Convolution LSTM for Sentiment Analysis | Morgane Pizigo, Grace Chen, Daniel Zhu |
| 10 | Team TweetGCN | Charles Duong, Cecily Chung, Benjamin Bradley |
| 11 | Scrabblers | WaTae Mickey, Moise Gasana, Morgan Lo |
| 1:00 PM | Session 3: Science and Health (Octopus) | |
| Presentations (2470/Capstone) | ||
| 1:00 PM | DL Greens Functions Chemistry Speed-Up | Kenneth Berard |
| 1:12 PM | ResiGateNet for Depression Detection | Cynthia Zhang, Zhangqi Liu, Tongzhao Liu, Jinyu Wang |
| 1:24 PM | Analysis of Splice2Deep | Jonas Ladenson, Peter Popescu, Annika Singh, Kenneth Zhang |
| 1:36 PM | GeoLDM: Learn distribution of feature maps within a geospatial grid, and photos within it | Lisa Baek, Praccho Muna-McQuay, Mindy Kim |
| 1:48 PM | Alzheimer's stage classification | Kira Shen, Kingsley Zhang, Qinmiao Deng, Xinbei Yu |
| 2:00 PM | Generation of Chords from Song Lyrics | Bisheshank C. Aryal, Ryan Lee, Daniel Kang, Chai Harsha |
| 2:12 PM | Cracking Arbitrary Substitution Ciphers | Xiangxi Mu, Tianze (Etha) Hua, Yiyang Zhang, Gary Zheng |
| 2:30 PM | Closing Remarks |