The Ohio State University: College of Engineering

Past years

2024

Date Presenter Title
2024/11/18 Ramazan
2024/11/11 Gokce
2024/11/4 Yasemin Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
2024/10/28 Jiyong Finite Scalar Quantization: VQ-VAE Made Simple
2024/10/21 Shehan Pix2Seq: A language modeling framework for object detection
2024/10/14 Mike
2024/10/7 Yasemin DIP: Dual Incongruity Perceiving Network for Sarcasm Detection
2024/9/30 Jianli Machine/Deep Learning in MRI Reconstruction
2024/9/23 Luming Current challenges for unseen epitope TCR interaction prediction and a new perspective derived from image classification
2024/9/16 Pouyan Masked Generative Video Transformer
2024/9/2 No meeting
2024/8/23/ No meeting
2024/8/16 No meeting
2024/8/9 No meeting
2024/8/2 No meeting
2024/7/26 Yuci 3D Gaussian Splatting for Real-Time Radiance Field Rendering
2024/7/19 Shehan Journal submission presentation
2024/7/12 Jiyong CLIP-BEVFormer: Enhancing Multi-View Image-Based BEV Detector with Ground Truth Flow
2024/7/5 No meeting
2024/6/28 Gokce Graph Neural Networks for Particle Tracking and Reconstruction
2024/6/21 No meeting
2024/6/14 No meeting
2024/6/7 No meeting
2024/5/31 Yunus Vision Transformers Need Registers
2024/5/24 Hulya DL-EDOF: Novel Multi-Focus Image Data Set and Deep Learning-Based Approach for More Accurate and Specimen-Free Extended Depth of Focus
2024/5/17 Ramazan USD based breast tumor segmentation and cancer diagnosis
2024/5/10 General discussion and planning for CVPR
2024/5/3 Mike Person Re-identification: A Retrospective on Domain Specific Open Challenges and Future Trends
2024/4/26 No meeting
2024/4/19 Yasemin Attention network for predicting T-cell receptor–peptide binding can associate attention with interpretable protein structural properties
2024/4/12 Yasemin TCR-BERT: learning the grammar of T-cell receptors for flexible antigen-x binding analyses
2024/4/5 Kenan TCRex: a webtool for the prediction of T-cell receptor sequence epitope specificity
2024/3/29 Alexys Adaptive modeling of satellite-derived nighttime lights time-series for tracking urban change processes using machine learning
2024/3/22 Jianli HUMUS-Net: Hybrid Unrolled Multi-Scale Network Architecture for Accelerated MRI Reconstruction
2024/3/15 Spring Break
2024/3/8 Eve Learning Robust Visual Features without Supervision DINO v2
2024/3/1 No meeting
2024/2/23 Henry Crowd Sourced IMU
2024/2/16 Kenan ATM-TCR: TCR-Epitope Binding Affinity Prediction Using a Multi-Head Self-Attention Model
2024/2/9 Yuci LLaVA: Large Language and Vision Assistant
2024/2/2 Pouyan ConceptGraphs: Open-Vocabulary 3D Scene Graphs for Perception and Planning
2024/1/26 Shehan Graphormer: Do Transformers Really Perform Badly for Graph Representation? Github Paper
2024/1/19 Jiyong VectorMapNet: End-to-end Vectorized HD Map Learning
2024/1/12 Introductions

 

2023

Date Presenter Title
2023/11/17 Eve, Yunus
2023/11/24 Thanksgiving
2023/11/17 Alexys
2023/11/10 Henry
2023/11/3 Jiang
2023/9/27 Kenan
2023/10/20 Mike Pedestrian Re-identification Light Review
2023/10/13 FALL BREAK
2023/10/6 Yuci LearningTransferableVisualModelsFromNaturalLanguageSupervision
2023/9/29 Jianli Monocular Dynamic View Synthesis
2023/9/22  Pouyan Learning Imbalanced Data with Vision Transformers
2023/9/15  Shehan SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
2023/6/23 Eve Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection
2023/6/16 Alireza Three-class brain tumor classification using deep dense inception residual network
2023/6/9 Yunus PIDNet: A Real-time Semantic Segmentation Network Inspired from PID Controller (CVPR’23)
2023/6/2 Shehan Emerging Properties in Self-Supervised Vision Transformers
2023/5/26 Aleksys Geospatial statistics and its application of impact of social demographics on electric power recovery
2023/5/19 Serkan Distance-Based Relative Positioning Using Classical Multidimensional Scaling
2023/5/12 Kenan Shortest Path for Graphs and a Modified Algorithm for Better Routing
2023/5/5 Pouyan OrienterNet: Visual Localization in 2D Public Maps with Neural Matching
2023/4/28 Yuci Continued from last week
2023/4/21 Yuci A Survey of Meta-Reinforcement Learning
2023/4/14 David Test-time augmentation for deep learning-based cell segmentation on microscopy images
2023/4/7 Eve A review on early wildfire detection from unmanned aerial vehicles using deep learning-based computer vision algorithms
2023/3/24 Shehan Perceiver IO: A GENERAL ARCHITECTURE FOR STRUCTURED INPUTS & OUTPUTS
2023/3/17 Spring Break
2023/3/10 No meeting
2023/3/3 Mike History of YOLO (you only look once) from v1 to v8
2023/2/24 Jianli DeepMatcher: A Deep Transformer-based Network for Robust and Accurate Local Feature Matching
2023/2/17 Serkan Single Anchor Based Positioning
2023/2/10 Pouyan FastSpeech: Fast, Robust and Controllable Text to Speech
2023/2/3 Yuci Meta Learning
2023/1/27 Shehan CVPR’23 Submission
2023/1/20 (Alexys is excused due to class)
2023/1/13 Mike Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning
2023/1/6 Research updates
Spring 2023

2022

Date Presenter Title
2022/12/16 Jianli Wei Neural Subgraph Matching
2022/12/9 General discussions
2022/12/2 General discussions
2022/11/25 No meeting (Thxgiving)
2022/11/18 Serkan Zobar A novel zero velocity update approach for pedestrian navigation
2022/11/11 No meeting (veterans day)
2022/10/28 Deniz Karakay Learning to Solve Hard Minimal Problems
2022/10/21 No meeting
2022/10/14 No meeting
2022/10/7 Shehan Perera TransGeo: Transformer Is All You Need for Cross-view Image Geo-localization
2022/9/30 Yuci Han NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
2022/9/23 Mike Karnes Rethinking few-shot image classification: a good embedding is all you need?
2022/9/15 No meeting
2022/9/8 Alexys Rodriguez Avellaneda Deep Learning Summer School for Building Classification
2022/9/1 No meeting
2022/8/25 Pouyan Boreshnavard

Less is More: CLIPBERT for Video-and-Language Learning via Sparse Sampling, CVPR 2021
2022/8/19 Jianli Wei Candidacy rehearsal
2022/8/12 Serkan Zobar Pedestrian navigation
2022 Autumn
2022/5/20 Mike Bai Dissertation Rehearsal
2022/5/13 Mike Karnes Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters
2022/5/6 – Research Update Discussion
2022/4/29 No meeting (finals week)
2022/4/22 Shehan Perera Pyramid Scene Parsing Network
2022/4/15 Jianli Wei Cross-view SLAM solver: Global pose estimation of monocular ground-level video frames for 3D reconstruction using a reference 3D model from satellite images
2022/4/8 Mike Bai SimMIM: A Simple Framework for Masked Image Modeling
2022/4/1 No meeting
2022/3/25 No meeting
2022/3/18 Spring break
2022/3/11 Pouyan Boresh Navard Implicit 3D orientation learning for 6d object detection from RGB images (ECCV’18 best paper)
2022/3/4 Yuci Han Qualifier Rehearsal
2022/2/25 Jayita Gulati CrossWalk: Fairness-enhanced Node Representation Learning
2022/2/18 Gulcin Sarici Turkmen Prediction of safety parameters of pressurized water reactor based on feature fusion neural network
2022/2/11 Mike Karnes Fine-Grained Generalized Zero-Shot Learning via Dense Attribute Based Attention
2022/2/4 Shehan Perera Augmented convolutional networks with attention based aggregation
2022/1/28 Jianli Wei ReDet: A Rotation-equivariant Detector for Aerial Object Detection (CVPR 2021).  Code
2022/1/21 Mike Bai Pixel-Perfect Structure-from-Motion with Featuremetric Refinement (CVPR 2021 best student paper)
2022/1/14 Pouyan Boresh Navard Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild (CVPR’20 best paper)
Spring 2022

2021

Date Presenter Title
2022/12/31 No meeting
2021/12/24 No meeting
2021/12/17 Yuci Han End to end urban driving by imitating a reinforcement learning coach
2021/12/10 Guanyu Xu Dissertation Presentation
2021/12/3 Jayita Gulati Sequential graph convolutional network for active learning
2021/11/26 No meeting
2021/11/19 Deniz Karakay On the Robustness of Semantic Segmentation Models to Adversarial Attacks
2021/11/12 Gulcin Sarici Turkmen Artificial neural network for predicting nuclear power plant dynamic behaviors
2021/11/5 No meeting
2021/10/29 Mike Karnes Momentum Contrast for Unsupervised Visual Representation Learning
2021/10/15 No meeting
2021/10/08 No meeting
2021/10/01 Yuci Han Bayesian controller fusion: leveraging control priors in deep reinforcement learning for robotics
2021/09/24 Guanyu Xu Deep LEarning for real-time 3d multi-object detection, localization, and tracking to smart mobility
2021/09/17 Mike Bai Real-Time High-Resolution Background Matting
2021/09/10 Pouyan Boresh Navard Point-GNN: Graph Neural Network for 3D Object Detection a Point Cloud
2021/09/03 Shehan Perera BoxInst: High-Performance Instance Segmentation with Box Annotations
2021/08/27 Jianli Wei FusAtNet: Dual Attention-based SpectroSpatial Multimodal Fusion Network for Hyperspectral and LiDAR Classification
2021/08/17 Deniz Karakay One pixel attack for fooling deep neural networks
2021/08/10 Bing Zha Dissertation Presentation
2021/08/03 Yuci Han Multi-Modal Fusion Transformer for End-to-End Autonomous Driving
2021/07/27 Mike Bai GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields
2021/07/20 Pouyan Boresh Navard SuperGlue: Learning Feature Matching with Graph Neural Networks
2021/07/05 Guobiao Yao LoFTR: Detector-Free Local Feature Matching with Transformers
2021/06/29 Yuci Han ISPRS paper presentation
2021/06/14 Jianli Wei
2021/06/07 No meeting
2021/05/31 Memorial day
2021/05/24 Mike Bai A novel local region-based active contour model for image segmentation using Bayes theorem
2021/05/17 ICCV Reviews
2021/05/10 Pouyan Boresh Navard Factored Value Functions for Cooperative Multi Agent Reinforcement Learning
2021/05/03 Bing Zha Where Am I: From Neuroscience to Artificial Intelligence
2021/04/26 No meeting
2021/04/19 Yuci Han Cross-View Policy Learning for Street Navigation
2021/04/12 Mike & Shehan Covid Showcase Presentations
2021/04/05 Jianli Wei Qualifier Presentation
2021/03/29 Guanyu Xu TrackMPNN: A message passing graph neural architecture for multi object tracking
2021/03/22 Akif Durdu LSTM and Filter Based Comparison Analysis for Indoor Global Localization in UAVs
2021/03/15 Pouyan Boresh Navard Deep Canonical Correlation Analysis
2021/03/08 Mike Bai Camera vibration measurement using blinking light-emitting diode array
2021/03/01 Bing Zha You are here: Geolocation by embedding maps and images
2021/02/22 Guobiao Yao
2021/02/15 Shehan Perera Deep Learning for 3D Point Clouds: A Survey.
2021/02/08 Mike Karnes Online Multiple Object Tracking Based on Open-Set Few-Shot Learning
2021/02/01 Yuci Han Mastering Atari, Go, Chess and Shogi by Plannning with a Learned
2021/01/25 Jianli Wei Reinforcement Learning for Solving the Vehicle Routing Problem
2021/01/18 No meeting
2021/01/11 No meeting
2021/01/04 Guanyu Xu Deep learning in video multi-objects tracking: A survey

2020

Date Presenter Title
2/12/2020 Guanyu End to end deep Learning for IMU based odometry
2/19/2020 Bing Aerial image sequence geolocalization with road traffic as invariant feature
2/26/2020 Jianli Semantic Background Subtraction
Real-Time Semantic Background Subtraction
3/4/2020 Mike Class-Discriminative Feature Embedding For Meta-Learning based Few-Shot Classification
3/11/2020 Alperen Intelligent Traffic Signal Organization
3/18/2020 Yongsheng End-to-End Deep Convolutional Active Contours for Image Segmentation
3/25/2020 Shehan Few-shot Object Detection via Feature Reweighting
4/1/2020 Yuci Deeper and Wider Siamese Networks for Real-Time Visual Tracking
4/8/2020 Akif Research on an Autonomously Tightly Integrated Positioning Method for UAV in Sparse-feature Indoor Environment
4/15/2020 Guanyu A Bidirectional LSTM for Estimating Dynamic Human Velocities from a Single IMU
4/22/2020 Shehan Deep Reinforcement Learning for Visual Object Tracking in Videos
4/29/2020 Bing Vector-based navigation using grid-like representations in artificial agents
Emergence of grid-like representations by training recurrent neural networks to perform spatial localization
5/6/2020 Jianli Playing Atari with Deep Reinforcement Learning
5/13/2020 Yao Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters
5/20/2020 ECCV Paper Review Discussions
5/26/2020 Skipping Mike Karnes
6/2/2020 No meeting
6/9/2020 Yongsheng Fast Online Object Tracking and Segmentation: A Unifying Approach
6/16/2020
6/23/2020 Pouyan Deep Reinforcement Learning with Double Q-learning
6/30/2020 Yuci Proximal Policy Optimization Algorithms
7/7/2020 No meeting
7/14/2020 ISPRS Paper Presentation
7/21/2020 No meeting
7/28/2020 Guanyu Mobile robot localization using reinforcement learning map update decision by absolute indoor localization
8/4/2020 No Meeting
8/11/2020 Bing Neural Subgraph Matching
8/18/2020 Jianli Boundary-Aware Feature Propagation for Scene Segmentation
8/24/2020 No Presentation
8/31/2020 Shehan Adversarial Attacks Against Medical Deep Learning Systems
9/7/2020 No Meeting
9/14/2020 Pouyan Guided Cost Learning: Deep Inverse Optimal Control via Policy Optimization
9/21/2020 Mike Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation
9/28/2020 Yongsheng RAFT: Recurrent All-Pairs Field Transforms for Optical Flow
10/5/2020 Bing Zha Attention Is All You Need
10/12/2020 Guanyu Multi – Agent Reinforcement Learning
10/19/2020 Jianli Wei A simple neural network for relational reasoning
10/26/2020 Yuci Han Learning to navigate in cities without a map
11/2/2020 Guobiao ContextDesc: Local Descriptor Augmentation with Cross-Modality Context
11/9/2020 Shehan Few-Shot Unsupervised Image-to-Image Translation
11/16/2020 No meeting
11/23/2020 No meeting
11/30/2020 Mike Karnes Deep Learning Models for Histopathological Classification of Gastric and Colonic Epithelial Tumours
12/7/2020 Bing Multimodal Transformer for Unaligned Multimodal Language Sequences
12/14/2020 Yilmaz
12/21/2020 No meeeting
12/28/20 No meeting