Journal Club

Bi-Weekly Journal Club @ ACLab --- Mondays 10am-1pm --- ISEC 532

Date Presenter Paper Title
12-Feb-24 Caleb Sharing his journey: From High School to College
6-Feb-24 Bishoy MOTR: End-to-End Multiple-Object Tracking with Transformer
22-Jan-24 Sarah ACLab: Mission and Vision
27-Nov-23 Yedi QE Practice
20-Nov-23 Yanjun UniMotion: Unified Human Motion Prediction with Unpaired 2D and 3D Poses
30-Oct-23 Prof. Kristy Johnson Guest Speaker
30-Oct-23 Pooria QE Practice
23-Oct-23 Bishoy Identity-Seeking Self-Supervised Representation Learning for Generalizable Person Re-identification
16-Oct-23 Le The Current States of Neural Radiance Fields (NeRFs)
2-Oct-23 Yedi 3D Gaussian Splatting for Real-Time Radiance Field Rendering
18-Sep-23 Elaheh Video Pose Distillation for Few-Shot, Fine-Grained Sports Action Recognition
11-Sep-23 Sarah ACLab: Mission and Vision
21-August-23 Pooria Learning Discriminative Representations for Skeleton Based Action Recognition
7-August-23 Shaotong ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action Localization
24-July-23 Muskan, Victoria, Franklin YSP and REU Practice Presentations
24-July-23 All Apple Visit
10-July-23 Trevor Gordon Thesis Practice
26-June-23 Somaieh Multi-Toddler Tracking
5-June-23 Xiaofei SINC: Spatial Composition of 3D Human Motions for Simultaneous Action Generation
14-May-23 Le QE Practice Presentation
1-May-23 Pooria & Elaheh Progress on Infant Action Recognition
24-April-23 Sai MS Project Presentation
10-April-23 Xiangyu MS Thesis Defense Practice Talk
27-Mar-23 Le Adding Conditional Control to Text-to-Image Diffusion Models
20-Mar-23 Zhouping Occluded Human Mesh Recovery
26-Feb-23 Elaheh Few-Shot Video Classification via Temporal Alignment
6-Feb-23 Xiaofei Language Models are Few-Shot Learners
20-Jan-23 Sarah ACLab: Mission and Vision
19-Dec-22 Yedi NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
28-Nov-22 Le COAT: Correspondence-driven Object Appearance Transfer
14-Nov-22 Kashish Practice: Vision-Based Analysis of ​Infant Non-Nutritive Sucking ​via Mouth and Pacifier Tracking
31-Oct-22 Shaotong Practice: End-to-end Pipeline for Infant Non-Nutritive Suck Action Recognition from Videos
17-Oct-22 Zhouping HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation
26-Sep-22 Lingfei Why do deep convolutional networks generalize so poorly to small image transformations?
12-Sep-22 Sarah ACLab: Mission and Vision
29-Aug-22 Xiangyu Vision Transformers for Dense Prediction
14-Aug-22 Pooria Cross-modal Representation Learning for Zero-shot Action Recognition
18-July-22 Shuangjun PhD Dissertation Defense
11-July-22 Shuangjun PhD Dissertation Defense Practice Talk
27-June-22 Michael Representation Subspace Distance for Domain Adaptation Regression
6-June-22 Le A Unified Framework for Domain Adaptive Pose Estimation
16-May-22 Zhouping Live Stream Temporally Embedded 3D Human Body Pose and Shape Estimation (NeurIPS submission)
18-April-22 Shaotong An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
3-April-22 Caleb Prior aware synthetic data augmentation for animal pose estimation
21-March-22 Lingfie How Data Scientists Work Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question?
28-Feb-22 Farah Deeba Understanding the Placenta: Towards an Accessible and Effective Pregnancy System
14-Feb-22 Shuangjun End-to-end Recovery of Human Shape and Pose
31-Jan-22 Michael Adversarial Weighting for Domain Adaptation in Regression
10-Jan-22 Sarah ACLab: Mission and Vision
6-Dec-21 Zhouping and Le An Overview of Verizon Mobile Sensing Project
22-Nov-21 Divyang Ms Thesis Defense Practice Talk
7-Nov-21 Xiaofei Adversarial Feature Hallucination Networks for Few-Shot Learning
18-Oct-21 Shaotong Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild
20-Sep-21 Lingfei Video Shot Segmentation and Implementation in Industry
13-Sep-21 Sarah ACLab: Mission and Vision
9-August-21 Zhouping Skeleton-Based Action Recognition with Shift Graph Convolutional Network
26-July-21 Amir PhD Dissertation Defense Practice Talk
12-July-21 Amir Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
21-June-21 Nihang MS Thesis Defense Practice Talk
7-June-21 Le Animal Shape and Pose Synthetic
19-April-21 Xiaofei Analysis of Representations for Domain Adaptation (Part 2)​
5-April-21 Xiaofei Analysis of Representations for Domain Adaptation (Part 1)​
8-March-21 Divyang Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation​
8-Feb-21 Xiaofei Cascaded Deep Monocular 3D Human Pose Estimation with Evolutionary Training Data​
18-Jan-21 Shuangjun Automatic Estimation of 3D Human Pose and Shape from a Single Image​
11-Jan-21 Nihang Deep Learning-Based Human Pose Estimation: A Survey​
4-Jan-21 Amir AAAI21 Talk Practice: Deep Switching Auto-Regressive Factorization:​ Application to Time Series Forecasting​
21-Dec-20 All Reflection on 2020
7-Dec-20 Amir Dissertation Proposal Practice: Unsupervised Learning of Low-Dimensional Dynamical Representations from Spatiotemporal Data
23-Nov-20 Kathan Thesis Practice: Analyzing Human Behavior Through Spatio-Temporal Pose Generation and Inference
26-Oct-20 Zhouping Meta-Learning in Neural Networks: A Survey
28-Sep-20 Shuangjun Distribution-Aware Coordinate Representation for Human Pose Estimation
13-Sep-20 Sarah ACLab: Mission and Vision
24-Aug-20 Kathan Point Set Registration via Particle Filtering and Stochastic Dynamics
10-Aug-20 Divyang Network Dissection for Face Inference models
3-Aug-20 Zhouping Auto-Encoding Variational Bayes (Part 3)
20-July-20 Amir Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting
29-June-20 Zhouping Auto-Encoding Variational Bayes (Part 2)
15-June-20 Xiaofei Auto-Encoding Variational Bayes (Part 1)
18-May-20 Shuangjun A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image
4-May-20 Zhouping Progressive Augmentation of GANs
13-April-20 Amir Dynamic Graph CNN for Learning on Point Clouds
6-April-20 Behnaz PhD Dissertation Defense Practice Talk
23-March-20 Behnaz G-LBM:Generative Low-dimensional Background Model Estimation from Video Sequences
17-Feb-20 Xiaofei Learning and Tracking the 3D Body Shape of Freely Moving Infants from RGB-D sequences
3-Feb-20 Shuangjun PhD Proposal Defense Practice Talk
27-Jan-20 Zhouping SinGAN: Learning a Generative Model from a Single Natural Image
13-Jan-20 Sarah ACLab: Mission and Vision
25-Nov-19 Amir Deep Markov Factor Analysis: Towards Concurrent Temporal and Spatial Analysis of fMRI Data
4-Nov-19 Yao Zou Working at DJI Technology Co.
28-Oct-19 Kathan Robust Reconstruction of Indoor Scene
7-Oct-19 Xiaofei MLSP Practice Talk: AH-CoLT: An AI-Human Co-Labeling Toolbox to Augment Efficient Groundtruth Generation
30-Sep-19 Zhouping Unsupervised Domain Adaptation: Review
16-Sep-19 Sarah ACLab: Mission and Vision
27-May-19 Behnaz PhD Proposal Defense Practice Talk II
20-May-19 Behnaz PhD Proposal Defense Practice Talk I
12-May-19 Amir How is experience transformed into memory?
6-May-19 ACLab Review of State Estimation Algorithms-Session I
8-April-19 Kathan and Rui Pose Estimation Review
25-Mar-19 Davoud Machine Learning-Based Multifunctional Optical Spectrum Analysis Technique
11-Mar-19 Shuangjun DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild
18-Feb-19 Behnaz Interpretable Convolutional Neural Networks
4-Feb-19 Kathan Network Dissection: Quantifying Interpretability of Deep Visual Representations
14-Jan-19 Xiaofei A Style-Based Generator Architecture for Generative Adversarial Networks
7-Jan-19 Sarah ACLab: Mission and Vision
10-Dec-18 Amir Hierarchical topographic factor analysis
3-Dec-18 Yu Thesis Defense--Affective Pose: Facial & Physiology Expression of Emotion
26-Nov-18 Yu Thesis Practice--Affective Pose: Facial & Physiology Expression of Emotion
5-Nov-18 Xiaofei Pose Guided Person Image Generation
22-Oct-18 Yu GANimation: Anatomically-aware Facial Animation from a Single Image
1-Oct-18 Sarah ACLab: Mission and Vision
13-Aug-18 Amir GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose
2-July-18 Kathan Realtime 3D Human Pose Estimation from 2D Images
11-June-18 Adaeze The Emotional Voices Database: Towards Controlling the Emotion Dimension in Voice Generation Systems
4-June-18 Amir beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework
21-May-18 Behnaz Tutorial on Variational Autoencoders (Part 2)
30-April-18 Behnaz Tutorial on Variational Autoencoders (Part 1)
16-April-18 Shuangjun SMPL: A Skinned Multi-Person Linear Model
19-Mar-18 Yu Learning a model of facial shape and expression from 4D scans
26-Feb-18 Naveen DensePose: Dense Human Pose Estimation In The Wild
5-Feb-18 Amir First-Person Indoor Navigation via Vision-Inertial Data Fusion
22-Jan-18 Behnaz Instance Embedding Transfer to Unsupervised Video Object Segmentation
27-Nov-17 Mohsen How far are we from solving the 2D & 3D face alignment problem? (and a dataset of 230,000 3D facial landmarks)
30-Oct-17 Yu Detecting Pulse from Head Motions in Video
16-Oct-17 Pai A Deep Convolutional Neural Network for Background Subtraction
2-Oct-17 Shuangjun Synthesizing Training Images for Boosting Human 3D Pose Estimation
18-Sep-17 Behnaz Video Object Segmentation through Spatially Accurate and Temporally Dense Extraction of Primary Object Regions
28-Aug-17 Mohsen Utilization of respiratory system model for diagnosis and personalize therapy for the patients with acute respiratory dystress syndrome (ARDS)
14-Aug-17 Yu One Millisecond Face Alignment with an Ensemble of Regression Trees
31-July-17 Shuangjun Correlation Alignment for Unsupervised Domain Adaptation
17-July-17 Yu EmotioNet: An accurate, real-time algorithm for the automatic annotation of a million facial expressions in the wild
25-June-17 Shuangjun Matching Networks for One Shot Learning
12-June-17 Behnaz Cascaded Pose Regression
22-May-17 Amir Holistic Scene Understanding for 3D Object Detection with RGBD cameras
8-May-17 Shuangjun Articulated pose estimation with flexible mixtures-of-parts
10-Apr-17 Shuangjun Convolutional Pose Machines
27-Mar-17 Johanna We Might Live in a Computer Program, but It May not Matter
27-Feb-17 Amir Model-Based Compressive Sensing (Section 2)
13-Feb-17 Amir Model-Based Compressive Sensing (Section 1)
30-Jan-17 Pai A Spectral Graph Theoretic Approach for Monitoring Multivariate Time Series Data From Complex Dynamical Processes
29-Nov-16 Amir Geometric Mean Metric Learning
15-Nov-16 Shuangjun A discriminatively trained multiscale deformable part model (Part 2)
01-Nov-16 Shuangjun A discriminatively trained multiscale deformable part model (Part 1)
18-Oct-16 Behnaz The Way They Move: Tracking Multiple Targets with Similar Appearance
11-Oct-16 Eric GIT Workshop
04-Oct-16 Amir Sparse Representation of Plantar Pressure Distribution (Section 2)
20-Sep-16 Amir Sparse Representation of Plantar Pressure Distribution (Section 1)
10-Aug-16 Maria What Shall We Teach Our Pants
27-July-16 Sarah Supervised Learning from Multiple Experts (Part 2)
20-July-16 Shuangjun Reclined human pose estimation via monocular vision
7-July-16 Sarah Supervised Learning from Multiple Experts (Part 1)
29-June-16 Athena Wavelet basis functions in biomedical signal processing
15-June-16 Behnaz Introduction to RBM
06-June-16 Maria A Robust-Equitable Copula Dependence Measure for Feature selection
01-June-16 Athena Feature Extraction Based on Morlet Wavelet
25-May-16 Behnaz Exploring Strategies for training Deep Neural Networks (section 2)
18-May-16 Behnaz Exploring Strategies for training Deep Neural Networks (section 1)
10-May-16 Maria Learning to Diversify Patch-Based Priors for Remote Sensing Image Restoration