Jenq-Neng Hwang
Professor
Researches computer vision and machine learning for smart camera networks, including multi-object tracking and traffic video analytics.
Jenq-Neng Hwang's lab at UW works on recognition, detection & segmentation and video understanding. 91 papers since 2023, 30 at top venues, mostly CVPR and WACV. 4 PhD students and 4 master's students. 21 alumni. Applications close .
At a glance
- papers, 2023–2026
- 24/ year
- at T1 venues
- 33%
- PhD students
- 4
- MS students
- 4
- alumni listed
- 21
Papers by yearfrom DBLP, 2023–2026
- 14 papers2026 · T1 10 · collecting
- 26 papers2025 · T1 10
- 35 papers2024 · T1 8
- 16 papers2023 · T1 2
T1 venuesOtherVenues: CVPR, WACV, ICASSP, ICIP, ACM MM
Research focuspaper titles that use each topic's words
- Recognition, detection & segmentation15 papers
- Video understanding9 papers
- camera2 papers
- traffic2 papers
- video analytics0 papers
Paper list
From DBLP.
202614 papers
- WACV3DSceneEditor: Controllable 3D Scene Editing with Gaussian Splatting (opens in a new tab)
- Findings of ACLBCL: Bayesian In-Context Learning Framework for Information Extraction (opens in a new tab)
- TIP (T1)CAS-ViT: Convolutional Additive Self-Attention Vision Transformers for Efficient Mobile Applications (opens in a new tab)
- CVPR (T1)CLEP: Contrastive Language-Pose Pretraining (opens in a new tab)
- ICLR (T1)Intrinsic Entropy of Context Length Scaling in LLMs (opens in a new tab)
- IEEE Trans. Circuits Syst. Video Technol.Learning Monocular Depth via Cascaded Iterative Refinement in Visual-Echo Scenes (opens in a new tab)
- CVPR (T1)Learning to Learn Weight Generation via Local Consistency Diffusion (opens in a new tab)
- ECCV (T1)Memory Tree Guided Key Frame Querying for Efficient 3D Question Answering (opens in a new tab)
- WACVmilliMamba: Specular-Aware Human Pose Estimation via Dual mmWave Radar with Multi-Frame Mamba Fusion (opens in a new tab)
- TPAMI (T1)MovieChat+: Question-Aware Sparse Memory for Long Video Question Answering (opens in a new tab)
- AAAI (T1)Multiple Human Motion Understanding (opens in a new tab)
- IJCV (T1)Pointmap Association and Piecewise-Plane Constraint for Consistent and Compact 3D Gaussian Segmentation Field (opens in a new tab)
202526 papers
- AVSSA Depth-Aware Robust Multi-Object Tracker for Crowded Scene by Re-Prioritizing Association Order (opens in a new tab)
- IEEE Trans. Vis. Comput. Graph.A Survey of Deep Learning in Sports Applications: Perception, Comprehension, and Decision (opens in a new tab)
- Findings of EMNLPAttention Consistency for LLMs Explanation (opens in a new tab)
- ICLR (T1)AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark (opens in a new tab)
- WACV WorkshopAutomatic Fish Age Prediction Using Deep Machine Learning: Combining Otolith Image, FT-NIR Spectra and Metadata Features (opens in a new tab)
- Findings of ACLBayesian Optimization for Controlled Image Editing via LLMs (opens in a new tab)
- CVPR WorkshopCityGen: Infinite and Controllable City Layout Generation (opens in a new tab)
- IEEE Trans. Multim.Efficient Transfer From Image-Based Large Multimodal Models to Video Tasks (opens in a new tab)
- ICCV (T1)Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation (opens in a new tab)
- ACM MMGraph Canvas for Controllable 3D Scene Generation (opens in a new tab)
- CVPR (T1)Human Motion Instruction Tuning (opens in a new tab)
- IEEE Trans. Neural Networks Learn. Syst.IRFR-Net: Interactive Recursive Feature-Reshaping Network for Detecting Salient Objects in RGB-D Images (opens in a new tab)
202435 papers
- ICASSP (T1)2D Human Pose Estimation Calibration and Keypoint Visibility Classification (opens in a new tab)
- WACV Workshop2nd Workshop on Maritime Computer Vision (MaCVi) 2024: Challenge Results (opens in a new tab)
- ICASSP (T1)A Density-Guided Temporal Attention Transformer for Indiscernible Object Counting in Underwater Videos (opens in a new tab)
- Eng. Appl. Artif. Intell.A lightweight RGB superposition effect adjustment network for low-light image enhancement and denoising (opens in a new tab)
- IEEE Trans. Syst. Man Cybern. Syst.A Multiscale Coarse-to-Fine Human Pose Estimation Network With Hard Keypoint Mining (opens in a new tab)
- ICPR WorkshopAdapting SAM 2 for Visual Object Tracking: 1st Place Solution for MMVPR Challenge Multi-modal Tracking (opens in a new tab)
- CVPR WorkshopAn Online Approach and Evaluation Method for Tracking People Across Cameras in Extremely Long Video Sequence (opens in a new tab)
- BMVCAPTPose: Anatomy-aware Pre-Training for 3D Human Pose Estimation (opens in a new tab)
- WACVBack to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation (opens in a new tab)
- IVBoosting Online 3D Multi-Object Tracking through Camera-Radar Cross Check (opens in a new tab)
- ICIPCenterRadarNet: Joint 3D Object Detection and Tracking Framework Using 4D FMCW Radar (opens in a new tab)
- CVPR (T1)Contrastive Pre-Training with Multi-View Fusion for No-Reference Point Cloud Quality Assessment (opens in a new tab)
202316 papers
- WACV Workshop1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results (opens in a new tab)
- WACVCameraPose: Weakly-Supervised Monocular 3D Human Pose Estimation by Leveraging In-the-wild 2D Annotations (opens in a new tab)
- CVPR WorkshopEnhancing Multi-Camera People Tracking with Anchor-Guided Clustering and Spatio-Temporal Consistency ID Re-Assignment (opens in a new tab)
- ICCV (T1)Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation (opens in a new tab)
- IEEE Trans. Geosci. Remote. Sens.Graph Attention Guidance Network With Knowledge Distillation for Semantic Segmentation of Remote Sensing Images (opens in a new tab)
- WACVHuPR: A Benchmark for Human Pose Estimation Using Millimeter Wave Radar (opens in a new tab)
- ACM MMLearning Dynamic Point Cloud Compression via Hierarchical Inter-frame Block Matching (opens in a new tab)
- IEEE J. Sel. Top. Signal Process.Learning Temporal Attention Based Keypoint-Guided Embedding for Gait Recognition (opens in a new tab)
- ICIPMulti-Object Tracking by Iteratively Associating Detections with Uniform Appearance for Trawl-Based Fishing Bycatch Monitoring (opens in a new tab)
- WACV WorkshopObservation Centric and Central Distance Recovery for Athlete Tracking (opens in a new tab)
- ICIPProgressive Mixup Augmented Teacher-Student Learning for Unsupervised Domain Adaptation (opens in a new tab)
- IEEE Trans. Multim.Split and Connect: A Universal Tracklet Booster for Multi-Object Tracking (opens in a new tab)
Where alumni went21 listed
Apply to UWFall 2027
UW Allen School Computer Science PhD
- Round
- Single round
- Opens
- GRE
- not required
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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