| Project name | Authors |
|---|
| Let's Find Momo (poster) | Yipeng Su, Yun Kun Zhang |
| SwimSafe: a Computer Vision Pool Alarm (poster) | Luke Hansen |
| Tractable Probabilistic Multimodal Learning (poster) | Pranay Samala, Jian Manish Vora, Siddharth Chandak |
| Learning Feature Descriptors Using Capsule Networks and Deep Convolutional Neural Networks (poster) | Mai Lan Nguyen, Melinda Zhu, Ashish Prakash Rao |
| Experimenting with Image Priors in Super-resolution CNNs (poster) | Matt McCready |
| Unsupervised learning of Visual Object Relations with Graph-Level Analogy (poster) | Daniel Zeng |
| Temporally and Spatially Novel Video Frame Synthesis using 4D Video Autoencoder (poster) | Bidipta Sarkar, Xinyi Wang, Kathy Yu |
| Learned Compression of High Dimensional MRI Datasets (poster) | Qingxi Meng |
| Funnel Vision Transformer for image classification (poster) | Yujing Zhang |
| Object Detection in Autonomou Driving Vehicles (poster) | Qianli Song, Adil Sadik, Rui Chen |
| Using Large Pretrained CV Transformers for Speech-Audio Image Spectrogram Representations: Emotion Recognition (poster) | Anthony Tu Le, Omer Benyshai, Yair Shachar |
| Emotion Detection with Vision Transformers and Image Features (poster) | Stephan Sharkov |
| Swimming pool detection from Aerial imagery (poster) | Anthony Steven Taing |
| Zero-Shot Object Detection for Chest X-Rays (poster) | Ruhi Sayana, Ellie Ugne Talius |
| Medical Image Dataset Rebalancing via Conditional Deep Convolutional Generative Adversarial Networks (cDCGANs) (poster) | Adam Sun, Kevin Li |
| Diabetic Retinopathy Progression Recognition Using Deep Learning Method (poster) | Shunyao Xu, Zixin Huang, Yuhan Zhang |
| Post-Disaster Segmentation Using FloodNet (poster) | Priya Mishra, Kushagra Gupta |
| Classifying Sign Languages and Fingerspellings with Convolutional Neural Networks (poster) | Nyle Tiber Wong, Richard Dan Chen, Brandon Tri Vu |
| Deep Q-Learning applied to tactical deconfliction (poster) | Marta Palomar Toledano |
| 3D Semantic Segmentation for Autonomous Cars (poster) | Yuntao Ma, Alana Xiang, Albin Mosskull |
| Clean your desk! Transformers for unsupervised clustering of document images (poster) | Pooja Sethi |
| Video Frame Prediction with Deep Learning (poster) | Yiwen Jiang, Megan Backus, Dana Murphy |
| Learned Image Augmentation for Distribution Shift Robustness Using GFlowNets (poster) | Pratham Soni, Nathan Gyoohyun Kim |
| Towards Establishing a Predictive Machine Learning Model in Agriculture applying Convolutional Neural Networks (poster) | Bohdan Metchko Junior, Joshua Daniel Adams |
| Automated identification and transcription of chest pathology using CNN with Natural Language understanding | Neville D Gai |
| Snowy Road Classification with a Data-Centric Approach (poster) | Brian Wesley Hill, Li Tian, Joanne Zhou |
| Optimization of Mesmer, A Deep Learning Model for Cytoplasmic Segmentation Using LIVECell Dataset (poster) | Wei Da, Liang Yi, Zhaoqiang Bai |
| Transfer learning models for tree species detection in agroforestry (poster) | Erich Trieschman |
| CNN-based Grain Size Determination of Microscopy Images (poster) | Jingchao Zhang |
| Predicting Road Quality Across Local Governments in Los Angeles County (poster) | Andrea Vallebueno |
| Short Form Video Captioning with C3D and CLIP (poster) | Chenyang Dai |
| Classifying dogs using PAWS (poster) | Umesh Thillaivasan |
| Data Augmentations for Cell-Type Generalizable Instance Segmentation (poster) | Julie Yu Chen |
| Empirical Evaluation of Residual CNN in Emotion Recognition (poster) | Rongxin Liu |
| Recurrent GlimpseNet (poster) | Isaac John Supeene, Kaiyue Wang |
| Using Temporal Contrast to Detect Small Vessels in Low Resolution Optical (poster) | WenXin Dong |
| SeeFood (poster) | Wai Tong Chung, Chiin-Zhe Tan, Mahesh Satish Saboo |
| Neuronal Cell Instance Segmentation (poster) | Swathi Gangaraju, Stefan Zdrnja, Keyu Nie |
| Exo-Hunt: Discovering Planets with Deep Convolutional Neural Networks (poster) | Moritz Pascal Stephan, Simon Remy Camacho, Griffin Drew Miller |
| AI-cyclopedia: A look into fascinating art and understanding why they are what they are (poster) | Roman Puttkammer, Kanchana Sethu, Shaoyang Luo |
| Self-Supervised Feature Learning for Online Multi-Object Tracking (poster) | Bradley Cage Collicott, Mrunal Jatin Sarvaiya, Brian Thomas Weston |
| Multimodal Detection of Atomically-thin Semiconductor Materials | Jenny Hu, Jun Wang, Xueqi Chen |
| Computer Move Suggestions from Physical Game Images (poster) | Zachary Max Witzel, Xiluo He |
| Evaluating Photo Aesthetics Using MobileNetV3 and Feature Engineering (poster) | Scott Xu, Frank Zhao |
| Augmented Human Action Classification with Joint Estimation via double CNN (poster) | Yixian Li, Tianheng Shi, Colin Zheng |
| Finetuning Variational Autoencoders for the Restoration of Sports Video Highlights (poster) | Michael Robert Doboli, Siddharth Sharma |
| Explaining the Effect of Data Augmentation on Image Classification Tasks (poster) | Jerry Tang |
| Monocular depth estimation from single image (poster) | Gaurav Gupta, Piyush Mohan Gulve |
| Sky Image-Based Photovoltaic Output Forecasting (poster) | Atindra Jha, Dhvaneel Vivek Visaria |
| Imitation Learning for Visual Robotic Manipulation (poster) | Yunfan Jiang |
| High Spatial-Temporal Resolution MRI Reconstruction for Speech Production Analysis (poster) | Qingyue Wei, Xuetong Zhou |
| One-Shot Learning for Handwritten Character Recognition (poster) | Giancarlo Ricci |
| Improving Image Classifiers with IQ Loss functions: Non-adversarial f-Divergence Minimization (poster) | Roy Yuan, Avi Gupta, Div Garg |
| Classifying Road Quality Using Satellite Imagery in Metro Detroit (poster) | David Karamardian, Nabil Ahmed, Trent McMullen |
| Encoding Visual Modality for Robotic Manipulation Task of Peg-in-Hole-Insertion (poster) | Kaixin Chen, Hao Li |
| Identifying Hateful Memes with Multimodal Classifications (poster) | Alex Zachary Fan, Yixuan Wu |
| Palo Alto Streets Vehicle Detection and Tracking (poster) | Fangran Wang, Shanduojiao Jiang, Yan Wang |
| Deep Learning to Automate Identification and Characterization of Rib Fractures on Chest Computed Tomography Scans (poster) | Sathya Edamadaka, David Brown, Jeff Choi |
| Mapping near field electromagnetic responses to sub-wavelength structures (poster) | Yixuan Shao |
| G-TAD Refinement (poster) | Ziqun Ye |
| Gastro-Intestinal Tract Segmentation Using Multi-Task Learning (poster) | Bryan Chia, Nicholas Lui, Helen Minsi Gu |
| Predicting Child Mortality Rate from Satellite Imagery Using CNNs (poster) | Shayana Aarthy Venukanthan, Raaisa Lami Moktader, Timothy Leo Wu |
| A Robust Multitask Model for Surgical Skill Evaluation (poster) | Orr Zohar |
| Automatic Measurement of Patellar Tilt using Deep Learning Methods (poster) | Samuel Ying-Wah Hunter, Tofunmi Adesanmi Omiye |
| Hotel Recognition to Combat Human Trafficking (poster) | Yuyu Lin, Eleanor Ho, Peng Chen |
| Building a Neural Historical Art Classifier with GLCM Texture Features and Attention Feature Extraction (poster) | Eish Maheshwari, Michael Yu Cao |
| Simulating Deployment of a Multi-{Modal, Task, Site} Chest X-Ray Model (poster) | Anuj Pareek, Andrew Gaut, Cara Elise Van Uden |
| Measuring Patellar Instability using Deep Learning Predicted Caton-Deschamps Index (poster) | Daniel Kwokyen Lee, Jacob Azoulay, Micael Edmond Tchapmi |
| Optical Flow Models and Training Techniques in Data-Constrained Environment (poster) | Shawn Zixuan Kang, Senem Isik, Zander Lack |
| EatRight: Calorie Counter (poster) | Paavni Shukla, Jagriti Dixit |
| Dual Representation for Human-in-the-loop Robot Learning (poster) | Yilun Hao, Ayano Hiranaka |
| Synthetic Depth-Aware Defocus and Controllable Bokeh for Stylized Photography (poster) | Jean-Peic Chou |
| Source-free Few-shot Semi-supervised Domain Adaptation for CT Image Classification (poster) | Bowen Song |
| Diet Selective-Backprop: Accelerating Training in Deep Learning by Pruning Examples (poster) | Zachary Chen, Daniel Zamoshchin, Lucy Lu |
| Evaluating Deep Learning Approaches for Out-of-Domain Land Cover Classification (poster) | Matthew Franklin Kolodner, Jack Z Xiao |
| SELSAMOT: Sequence-Level Semantic Aggregation for Multi-Object Tracking (poster) | Elaine Yi Ling Sui |
| Homomorphic Encryptions for Privacy Preserving Vision (poster) | Preey Shah, Rohan Virani, Sanjari Srivastava |
| Evaluating Image Classification Models for FPGA Board Status Detection (poster) | Misha Orduna Baitemirova |
| SolarX: Solar Panel Segmentation and Classification (poster) | Spencer Louis Paul, Rodrigo J Nieto, Ethan Duncan He-Li Hellman |
| Classification of Butterfly Species (poster) | Thomas Martin Berger |
| MRI Glicoma Tumor Segmentation with U-NET (poster) | Sasha Yousefi, Jessica Houghton |
| CNN, CNN Encoder-RNN Decoder, and Pretrained Vision Transformers for Surrounding Vehicle Lane Change Classification at Future Time Steps (poster) | Neha Konakalla, Avrum Noor, Josh Singh |
| Breast Cancer Tumor Detection (poster) | Ann Wu, Takara Everest Truong |
| Spontaneous Decomposition from Grouped Network Pathways (poster) | Matheus Pellegrini Dias, Sahil Kulkarni, Satchel Grant |
| Let There Be Color: Deep Learning Image Colorization (poster) | Justin Patrick Olah, Jenny J Yang |
| Transfer Learning for the ICU: Comparing the Performance of YOLOv5 and Faster R-CNN X101-FPN (poster) | Ally Nakamura, Roshan Swaroop, Kachachan Chotitamnavee |
| Self Supervised Learning for Lower Limb Muscle Segmentation on MRI (poster) | Erick Fidel Siavichay-Velasco, Anoosha Pai S, Nitish Gudapati |
| Super Resolution of Chromatin Structure (poster) | Luis Fernando Chumpitaz Diaz |
| Faster Training by Automatically Selecting the Best Training Data for Computer Vision Tasks (poster) | Huafan Cai, Ananth Agarwal, Dennis J Duan |
| Cell Cycle Classification using Imaging Flow Cytometry and Deep Learning (poster) | Camilo Andres Espinosa Bernal |
| DETR with Modulated Object Queries For Object Detection (poster) | Sudeep Narala |
| Profile to Frontal Facial Generation Using Conditional GAN (poster) | Roy Park |
| Multi-Objective Processing of Dental Panoramic Radiographs (poster) | Langston Gary Nashold, Poojan Pandya, Ting Lin |
| Rheological characterization of non-Newtonian fluids using Deep CNN (poster) | Rajorshi Paul |
| Saliency-Guided Video Codec Pre-Processing (poster) | Alaskar Alizada |
| Lifting 2D Keypoints to 3D Human Pose Estimation (poster) | Benjamin Koranteng Amoh, Vasu G Patel, Jiwen Chen |
| Bag of Tricks for Faster & Stable Image Classification (poster) | Shubham Anand Jain, Aman Bansal, Bharat Khandelwal |
| Efficient Chess Vision – A Computer Vision Application (poster) | Allen Zihang Wu |
| Score-Based Generative Modeling with Multi-Sample Denoiser (poster) | Anuj Nagpal |
| 2D Floor Plan Reconstruction Using Cool Deep Learning Methods (poster) | Gandharv Mahajan, Sahil Tadwalkar, Jitendra Nath Pandey |
| Image Inpainting (poster) | Jin Woo Baik |
| Inferring Movie Genres From Their Poster (poster) | Mostafa Ehab Dewidar |
| Unsupervised Learning Methods to Explore Automotive Design (poster) | Mason T Llewellyn |
| Using a convolutional neural network to super-resolve airflow around a building (poster) | Themistoklis Vargiemezis, Nicholas Gregory Bachand |
| Strava Route Art Sketch Image Classification (poster) | Dylan James Cunningham, Anthony C Xie |
| FireSight – Wildfire Detection through UAV Aerial Image Classification (poster) | Amrita Palaparthi, Sharmila Nangi |
| Forest Carbon Quantification: A Inexpensive Deep Learning Tool to Estimate Forest Canopy Height through 2D Satellite Imagery (poster) | Ian Yue Han Ng, Jason Ping, Selena Sun |
| Image Matching Challenge 2022 - An ensembling approach (poster) | Matt Christiaan King, Saurabh Malik, Samidhpratap Singh |
| Neural Recognition of Media of Art Pieces (poster) | Jane M Boettcher, Shridhar Athinarayanan |
| Using Computer Vision to further econometric analysis: A case study with predicting Urban Heat Island (poster) | Jake Silberg |
| Traditional Chinese Ink Painting Neural Style Transfer (poster) | Pu Ke |
| Analysis of Volatility Surfaces with Computer Vision (poster) | Alec Bryan Janowski, Annette Jing, Matt Allerton Johnson |
| Classification on Fine-Grained Plant Pathology Image Dataset (poster) | Zhengyang Wei, Ranchao Yang |
| Differentiable Weight Masks for Domain Transfer (poster) | Akash Velu, Samar Antoine Khanna, Skanda Vaidyanath |
| Attention-based Video Classification for Engagement Detection (poster) | Shenghan Chen, Cathy Yang, Zihao Song |
| RobustVision: Making CNN and ViT Good Friends with Pre-Trained Vision Model (poster) | Haichao Wei, Ethan Cheng, Chunming Peng |
| Deep Learning for Cell Segmentation (poster) | Lucia Zheng, Grace Kim, Will Song |
| Capsulorrhexis Trajectories for Automated Surgical Training Feedback (poster) | David Kuo, Ben W Ehlert, Ben Thomas Viggiano |
| Real-time Object Detection and Classification for ASL alphabet (poster) | Rain Juhl, Eric Hao Feng |
| Synthetic Turbulent Inflow Generation for Simulations of Turbulent Wall-bounded Flows (poster) | Hang Song, Ahmed Mohamed Ahmed Elnahhas |
| Data-Driven Severity Analysis for COVID-19 via Lung CT Images and Convolutional Neural Networks (poster) | Aksh Garg, Shray Alag |
| Deep Learning of Image Inpainting for Semiconductor Wafer Image Recognition (poster) | Meng Shi |
| Eyes on the Road: Vision Transformers for Multiclass Distracted Driver Detection (poster) | Aaron Y. Li, Guo Rui Lee |
| Unsupervised Aggregation of Deep Models (poster) | Amirhossein Afsharrad |
| Text-to-Image Generation (poster) | Aleksandr Timashov |
| Multi-Modal Image Captioning (poster) | Ruth-Ann Hazel Armstrong, Thomas Wentao Jiang, Chris Chankyo Kim |
| Fast Candlestick Patterns Detection with Limited Training Samples Using RGB Gramian Angular Field and YOLO-LITE-V1 (poster) | Heyang Huang |
| Classification of cellular states for high-speed image-based microfluidic cell sorting (poster) | Jarod Evert Rutledge, Tanish Jain, Tejas Ganapathi |
| Automated Crop Disease Classification: Examining Lightweight Transfer Learning for the Edge (poster) | Bhagirath P Mehta, Pranav Ramkumar Sriram |
| Theory of Hierarchical Learning via Gradient Descent (poster) | Margalit Ruth Glasgow |
| Segmentation of Breast Cancer Tissue Using Deep Learning (poster) | Oliver Johnson |
| GI Tract Image Segmentation with U-Net and Mask R-CNN (poster) | Edgar Miguel Roman, Wenqi Li, Alina Chou |
| Estimating Building Energy Efficiency From Street View Imagery, Aerial Imagery, and Land Surface Temperature Data (poster) | Lukas Haas, Kevin Mayer |
| 2D Relational Search Task with Image and Graph Feature Learning with Graph Attention (poster) | Minjune Hwang |
| Depth-Aware Pixel2Mesh (poster) | Julian Hector Quevedo, Kabir S Jolly, Rohin Rajesh Manvi |
| DeepCity: Using Images of Cities to Predict Work-from-home Shocks (poster) | Arjun Srinivasan Ramani, Benjamin Henly Wittenbrink, Diego Jasson |
| SpatialGAIN: Spatial Generative Adversarial Imputation Networks and its Application to Zero-Shot Pixel Imputation (poster) | Justin Young |
| Real Time Webcam Video to Screen Click Position Mapping with Eye Tracking (poster) | Sharon Cheng, Richard Yui Ho Cheung, Julian Chu |
