Joseph Tighe
28 papers · 2013–2026 · 6 venues · across top CS/AI venues
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Research topics
Computer Vision
(21)
Analysis
(18)
Machine Learning
(14)
Deep Learning
(10)
Processing
(8)
Artificial Intelligence
(6)
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Core AI Β· Artificial Intelligence
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Learning Types Β· Machine Learning
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Learning Types Β· Deep Learning
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Core AI Β· Computer Vision
(1)
Domain-Specific
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Keywords
video understanding
(7)
object detection
(6)
action recognition
(4)
semantic segmentation
(3)
feature extraction
(3)
contrastive learning
(3)
human pose estimation
(2)
self-supervised learning
(2)
convolutional neural network
(2)
activity recognition
(2)
deep metric learning
(2)
object tracking
(2)
video classification
(2)
spatio-temporal modeling
(2)
similarity learning
(1)
image retrieval
(1)
zero-shot learning
(1)
representation learning
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transfer learning
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multi-label classification
(1)
Papers
Beyond 3D VQAs: Injecting 3D Spatial Priors into Vision-Language Models for Enhanced Geometric Reasoning
CVPR 2026
Enhancing Visual Planning with Auxiliary Tasks and Multi-token Prediction
WACV 2026
Learning for Transductive Threshold Calibration in Open-World Recognition
CVPR 2024
Threshold-Consistent Margin Loss for Open-World Deep Metric Learning
ICLR 2024
ScaleDet: A Scalable Multi-Dataset Object Detector
CVPR 2023
SkeleTR: Towards Skeleton-based Action Recognition in the Wild
ICCV 2023
An In-depth Study of Stochastic Backpropagation
NeurIPS 2022
Hierarchical Self-Supervised Representation Learning for Movie Understanding
CVPR 2022
Id-Free Person Similarity Learning
CVPR 2022
Large Scale Real-World Multi-person Tracking
ECCV 2022
MaCLR: Motion-Aware Contrastive Learning of Representations for Videos
ECCV 2022
NUTA: Non-Uniform Temporal Aggregation for Action Recognition
WACV 2022
PSS: Progressive Sample Selection for Open-World Visual Representation Learning
ECCV 2022
SSCAP: Self-Supervised Co-Occurrence Action Parsing for Unsupervised Temporal Action Segmentation
WACV 2022
TubeR: Tubelet Transformer for Video Action Detection
CVPR 2022
What To Look at and Where: Semantic and Spatial Refined Transformer for Detecting Human-Object Interactions
CVPR 2022
Selective Feature Compression for Efficient Activity Recognition Inference
ICCV 2021
SiamMOT: Siamese Multi-Object Tracking
CVPR 2021
Single View Physical Distance Estimation Using Human Pose
ICCV 2021
Understanding the Impact of Mistakes on Background Regions in Crowd Counting
WACV 2021
VidTr: Video Transformer Without Convolutions
ICCV 2021
Combining Detection and Tracking for Human Pose Estimation in Videos
CVPR 2020
Directional Temporal Modeling for Action Recognition
ECCV 2020
Exploiting weakly supervised visual patterns to learn from partial annotations
NeurIPS 2020
Rethinking Zero-Shot Video Classification: End-to-End Training for Realistic Applications
CVPR 2020
Action Recognition With Spatial-Temporal Discriminative Filter Banks
ICCV 2019
Scene Parsing with Object Instances and Occlusion Ordering
CVPR 2014
Finding Things: Image Parsing with Regions and Per-Exemplar Detectors
CVPR 2013