| Unified Multi-modal Unsupervised Representation Learning for Skeleton-based Action Understanding | Nov 6, 2023 | Action UnderstandingRepresentation Learning | CodeCode Available | 1 |
| Human Action Segmentation With Hierarchical Supervoxel Consistency | Jun 1, 2015 | Action ClassificationAction Segmentation | —Unverified | 0 |
| HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding | Jan 25, 2025 | Action UnderstandingEmotion Recognition | —Unverified | 0 |
| Impact of Large Language Model Assistance on Patients Reading Clinical Notes: A Mixed-Methods Study | Jan 17, 2024 | Action UnderstandingLanguage Modeling | —Unverified | 0 |
| Intra- and Inter-Action Understanding via Temporal Action Parsing | May 20, 2020 | Action ParsingAction Recognition | —Unverified | 0 |
| Invisible-to-Visible: Privacy-Aware Human Instance Segmentation using Airborne Ultrasound via Collaborative Learning Variational Autoencoder | Apr 15, 2022 | Action RecognitionAction Understanding | —Unverified | 0 |
| JRDB-Act: A Large-scale Dataset for Spatio-temporal Action, Social Group and Activity Detection | Jun 16, 2021 | Action DetectionAction Understanding | —Unverified | 0 |
| Kantian Deontology Meets AI Alignment: Towards Morally Grounded Fairness Metrics | Nov 9, 2023 | Action UnderstandingEthics | —Unverified | 0 |
| MacDiff: Unified Skeleton Modeling with Masked Conditional Diffusion | Sep 16, 2024 | Action UnderstandingContrastive Learning | —Unverified | 0 |
| MMAct: A Large-Scale Dataset for Cross Modal Human Action Understanding | Oct 1, 2019 | Action RecognitionAction Understanding | —Unverified | 0 |
| mRI: Multi-modal 3D Human Pose Estimation Dataset using mmWave, RGB-D, and Inertial Sensors | Oct 15, 2022 | 3D Human Pose EstimationAction Detection | —Unverified | 0 |
| Multitask Learning in Minimally Invasive Surgical Vision: A Review | Jan 16, 2024 | Action Understanding | —Unverified | 0 |
| PCBEAR: Pose Concept Bottleneck for Explainable Action Recognition | Apr 17, 2025 | Action RecognitionAction Understanding | —Unverified | 0 |
| PKU-MMD: A Large Scale Benchmark for Continuous Multi-Modal Human Action Understanding | Mar 22, 2017 | Action DetectionAction Recognition | —Unverified | 0 |
| Probing Fine-Grained Action Understanding and Cross-View Generalization of Foundation Models | Jul 22, 2024 | Action UnderstandingActivity Recognition | —Unverified | 0 |
| Region-aware Image-based Human Action Retrieval with Transformers | Jul 13, 2024 | Action RecognitionAction Understanding | —Unverified | 0 |
| RoboAct-CLIP: Video-Driven Pre-training of Atomic Action Understanding for Robotics | Apr 2, 2025 | Action UnderstandingRepresentation Learning | —Unverified | 0 |
| Scene Understanding for Autonomous Manipulation with Deep Learning | Mar 23, 2019 | Action UnderstandingAffordance Detection | —Unverified | 0 |
| ScreenLLM: Stateful Screen Schema for Efficient Action Understanding and Prediction | Mar 26, 2025 | Action Understanding | —Unverified | 0 |
| Self-supervised Discovery of Human Actons from Long Kinematic Videos | Sep 29, 2021 | Action UnderstandingSentence | —Unverified | 0 |
| Social-MAE: Social Masked Autoencoder for Multi-person Motion Representation Learning | Apr 8, 2024 | Action UnderstandingDecoder | —Unverified | 0 |
| STPro: Spatial and Temporal Progressive Learning for Weakly Supervised Spatio-Temporal Grounding | Jan 1, 2025 | Action UnderstandingSpatio-Temporal Video Grounding | —Unverified | 0 |
| The SkatingVerse Workshop & Challenge: Methods and Results | May 27, 2024 | Action Understanding | —Unverified | 0 |
| Action Understanding with Multiple Classes of Actors | Apr 27, 2017 | Action RecognitionAction Segmentation | —Unverified | 0 |
| Actor and Action Modular Network for Text-based Video Segmentation | Nov 2, 2020 | Action SegmentationAction Understanding | —Unverified | 0 |
