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Action Understanding

Papers

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Showing 1–25 of 88 papers

TitleStatusHype
LLaVA-Pose: Enhancing Human Pose and Action Understanding via Keypoint-Integrated Instruction TuningCode0
The Role of Video Generation in Enhancing Data-Limited Action Understanding—0
PCBEAR: Pose Concept Bottleneck for Explainable Action Recognition—0
F^3Set: Towards Analyzing Fast, Frequent, and Fine-grained Events from VideosCode1
RoboAct-CLIP: Video-Driven Pre-training of Atomic Action Understanding for Robotics—0
Can DeepSeek Reason Like a Surgeon? An Empirical Evaluation for Vision-Language Understanding in Robotic-Assisted Surgery—0
ScreenLLM: Stateful Screen Schema for Efficient Action Understanding and Prediction—0
LLaVAction: evaluating and training multi-modal large language models for action recognitionCode2
HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models—0
HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding—0
SeFAR: Semi-supervised Fine-grained Action Recognition with Temporal Perturbation and Learning StabilizationCode1
STPro: Spatial and Temporal Progressive Learning for Weakly Supervised Spatio-Temporal Grounding—0
Heterogeneous Skeleton-Based Action Representation Learning—0
About Time: Advances, Challenges, and Outlooks of Action Understanding—0
Language-Assisted Skeleton Action Understanding for Skeleton-Based Temporal Action SegmentationCode1
MacDiff: Unified Skeleton Modeling with Masked Conditional Diffusion—0
CathAction: A Benchmark for Endovascular Intervention Understanding—0
Probing Fine-Grained Action Understanding and Cross-View Generalization of Foundation Models—0
Region-aware Image-based Human Action Retrieval with Transformers—0
VELOCITI: Benchmarking Video-Language Compositional Reasoning with Strict Entailment—0
EgoExo-Fitness: Towards Egocentric and Exocentric Full-Body Action UnderstandingCode1
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow UnderstandingCode2
Self-Supervised Skeleton-Based Action Representation Learning: A Benchmark and BeyondCode0
The SkatingVerse Workshop & Challenge: Methods and Results—0
FineParser: A Fine-grained Spatio-temporal Action Parser for Human-centric Action Quality AssessmentCode1
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