Journal Club

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

DATE	PRESENTER	PAPER TITLE
10-Feb-25	Prof. Camron Bryant	Bouvé College of Health SciencesChasing the mechanisms underlying Zxh2 dysfunction in brain oxymorphone levels and oxycodone addiction model behaviors
3-Feb-25	All	EDGE Recording from ACLab
27-Jan-25	Le Jiang	PhD Proposal Practice
13-Jan-25	Sarah	ACLab: Mission and Vision
9-Dec-24	Abhishek Uddaraju	Face and Body Pose Estimation in ASD
25-Nov-24	Bishoy Galoaa	HINGE: A Scalable Unified Hierarchical Metric for Multi-Camera Multi-Object Tracking
21-Oct-24	Wen Xie	AdSum: Video Advertisement Summarization Using Two-stream Visual-Audio Fusion Model
23-Sep-24	Xiangyu Bai	Domain Adaptation with Invariant Representation Learning: What Transformations to Learn?
9-Sep-24	Sarah	ACLab: Mission and Vision
26-Aug-24	Le Jiang	ExpanDyNerf Presentation
19-Aug-24	Baozhang Min Yu Ji	Capstone Presentation from NU Vancouver: Bridging the Gap Between Generative 3D Models and Their Immersive XR Implementation
12-Aug-24	Artem Lukoianov	Visitor from MIT
5-Aug-24	Xiaofei Huang	PhD Dissertation Defense “Infant Behavior Learning: ​ Data-efficient Motor Function Estimation and Generation​”
29-July-24	Xiaofei Huang	PhD Defense Practice
22-July-24	ACLab Students	Progress report after NeurIPS deadline
8-July-24	Bishoy Galoaa	A new evaluation metric for multi-view multi-person tracking algorithms.
1-July-24	Shaotong Zhu	PhD Proposal Practice
24-June-24	ACLab Students	Sharing experience after CVPR’24
3-June-24	Yuhan Shen	PhD candidate in Computer Science in Khoury College of Computer Sciences at Northeastern University
20-May-24	Takuya A Ohashi	Sony Visit
13-May-24	Shayda Moezzi	Introducing herself as new ACLab’s PhD student
6-May-24	Dr. Sarah McCormick	PINE Lab: Early development in infanthood
29-Apr-24	Wen Xie	Drivers of Attention to Baby Product Video Ads
22-Apr-24	Dr. Zhenghan Qi	Bouvé College of Health Sciences: Autism in infants and how AI can aid in diagnosis and rehabilitation.
15-Apr-24	Amal Mathew	MS Thesis Practice
1-Apr-24	ACLab Alumni	Internship and job applications within the computer vision industry
25-Mar-24	Sakib Reza	Enhancing Transformer Backbone for Egocentric Video Action Segmentation
18-Mar-24	Xiangyu Bai	DROID-SLAM: Deep Visual SLAM for Monocular, Stereo, and RGB-D Cameras
4-Mar-24	All	ECCV Papers Reviews
26-Feb-24	Jianglin Lu & Huan Wang	Latent Graph Inference with Limited Supervision
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 16×16 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