Action Classification

28개 벤치마크 · 논문 485편 · 이 태스크의 논문 보기 →

Benchmarks

Most implemented

High Quality Monocular Depth Estimation via Transfer Learning

2018-12-31 · 구현 45개

Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset

2017-05-22 · 구현 34개

Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution

2019-04-10 · 구현 28개

A Closer Look at Spatiotemporal Convolutions for Action Recognition

2017-11-30 · 구현 24개

Swin Transformer V2: Scaling Up Capacity and Resolution

2021-11-18 · 구현 23개

Papers

P-JEPA: Procedural Video Representation Learning via Joint Embedding Predictive Architecture

2026-06-22 · Felix Tristram, Stefano Gasperini, Benjamin Killeen, Marcel Walch 외 arxiv

The increasing maturity of embodied AI platforms has driven a growing interest in procedural video representation learning to support intelligent assistance systems for complex, multi-step tasks. Leveraging large-scale l…

Representation Learning Action Classification Action Segmentation

T-MOR: Learning Motion-Aware Skeleton Representations for Human Action Recognition

2026-06-19 · Di Yang, Mahmoud Ali, Quan Kong, Gianpiero Francesca 외 arxiv

Vision-language models such as CLIP have recently achieved strong performance on a wide range of visual understanding tasks. However, most existing models rely primarily on appearance-level supervision from images or vid…

Action Classification Contrastive Learning Action Understanding Action Recognition

Decoupled Object-Centric Video Understanding for Generating Robotic Manipulation Commands

2026-06-15 · Thanh Nguyen Canh, Thanh-Tuan Tran, Haolan Zhang, Ziyan Gao 외 arxiv

Translating video demonstrations into executable robot commands remains challenging because existing methods often fail to identify which objects are functionally involved in the demonstrated action. As a result, they ma…

Zero-shot Generalization Action Classification Action Recognition

PlayClass: Automated Play Behaviour Classification in Poultry

2026-05-26 · Prince Ravi Leow, Neil Scheidwasser, Rebecca Oscarsson, Per Jensen 외 arxiv

Automated monitoring of animal welfare has largely targeted negative indicators, leaving positive welfare behaviours such as play underexplored. To address this gap, we present PlayClass, a pipeline for play-behaviour cl…

Action Classification

Zero-Shot Temporal Action Localization Through Textual Guidance

2026-05-21 · Benedetta Liberatori, Alessandro Conti, Lorenzo Vaquero, Paolo Rota 외 arxiv

Zero-shot temporal action localization (ZS-TAL) consists of classifying and localizing actions in untrimmed videos, where action classes are unseen at training time. Existing work uses Vision and Language Models (VLMs), …

Temporal Action Localization Action Classification

ATRACT: A Trustworthy Robotic Autonomous system to support Casualty Triage

2026-05-16 · Tasweer Ahmad, Rafael Pina, Sandip Pradhan, Arindam Sikdar 외 arxiv

At a time when drones are increasingly associated with hostile operations, we re-purpose them for humanitarian and life-saving applications. However, adapting search and rescue drones for battlefield triage remains extre…

Action Classification Data Augmentation

전체 485편 보기 →