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Action Understanding

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Showing 1–50 of 88 papers

TitleStatusHype
LLaVAction: evaluating and training multi-modal large language models for action recognitionCode2
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow UnderstandingCode2
F^3Set: Towards Analyzing Fast, Frequent, and Fine-grained Events from VideosCode1
SeFAR: Semi-supervised Fine-grained Action Recognition with Temporal Perturbation and Learning StabilizationCode1
Language-Assisted Skeleton Action Understanding for Skeleton-Based Temporal Action SegmentationCode1
EgoExo-Fitness: Towards Egocentric and Exocentric Full-Body Action UnderstandingCode1
FineParser: A Fine-grained Spatio-temporal Action Parser for Human-centric Action Quality AssessmentCode1
Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional SportsCode1
FineSports: A Multi-person Hierarchical Sports Video Dataset for Fine-grained Action UnderstandingCode1
Open-Vocabulary Video Relation ExtractionCode1
Unified Multi-modal Unsupervised Representation Learning for Skeleton-based Action UnderstandingCode1
Memory-and-Anticipation Transformer for Online Action UnderstandingCode1
Prompted Contrast with Masked Motion Modeling: Towards Versatile 3D Action Representation LearningCode1
Paxion: Patching Action Knowledge in Video-Language Foundation ModelsCode1
Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic ActionsCode1
Action Quality Assessment with Temporal Parsing TransformerCode1
Bridge-Prompt: Towards Ordinal Action Understanding in Instructional VideosCode1
Domain Knowledge-Informed Self-Supervised Representations for Workout Form AssessmentCode1
Towards Tokenized Human Dynamics RepresentationCode1
Video Pose Distillation for Few-Shot, Fine-Grained Sports Action RecognitionCode1
PIANO: A Parametric Hand Bone Model from Magnetic Resonance ImagingCode1
Home Action Genome: Cooperative Compositional Action UnderstandingCode1
Temporal Relational Modeling with Self-Supervision for Action SegmentationCode1
LEMMA: A Multi-view Dataset for Learning Multi-agent Multi-task ActivitiesCode1
Detailed 2D-3D Joint Representation for Human-Object InteractionCode1
YouMakeup VQA Challenge: Towards Fine-grained Action Understanding in Domain-Specific VideosCode1
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
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
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
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
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
Self-Supervised Skeleton-Based Action Representation Learning: A Benchmark and BeyondCode0
The SkatingVerse Workshop & Challenge: Methods and Results—0
Social-MAE: Social Masked Autoencoder for Multi-person Motion Representation Learning—0
Enhancing Video Transformers for Action Understanding with VLM-aided Training—0
Impact of Large Language Model Assistance on Patients Reading Clinical Notes: A Mixed-Methods Study—0
Multitask Learning in Minimally Invasive Surgical Vision: A Review—0
Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition—0
Kantian Deontology Meets AI Alignment: Towards Morally Grounded Fairness Metrics—0
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