SOTAVerified

Video Understanding

A crucial task of Video Understanding is to recognise and localise (in space and time) different actions or events appearing in the video.

Source: Action Detection from a Robot-Car Perspective

Papers

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Showing 801–850 of 1149 papers

TitleStatusHype
CVNets: High Performance Library for Computer VisionCode6
Development of a MultiModal Annotation Framework and Dataset for Deep Video Understanding—0
From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-AnsweringCode1
Free Lunch for Surgical Video Understanding by Distilling Self-SupervisionsCode1
ETAD: Training Action Detection End to End on a LaptopCode1
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action DetectionCode1
i-Code: An Integrative and Composable Multimodal Learning Framework—0
Overview of the MedVidQA 2022 Shared Task on Medical Video Question-Answering—0
Flamingo: a Visual Language Model for Few-Shot LearningCode4
Causal Reasoning Meets Visual Representation Learning: A Prospective Study—0
Contrastive Language-Action Pre-training for Temporal Localization—0
Revealing Occlusions with 4D Neural Fields—0
A Multi-Person Video Dataset Annotation Method of Spatio-Temporally ActionsCode1
Less than Few: Self-Shot Video Instance Segmentation—0
ActAR: Actor-Driven Pose Embeddings for Video Action Recognition—0
Adversarial Machine Learning Attacks Against Video Anomaly Detection Systems—0
MM-SEAL: A Large-scale Video Dataset of Multi-person Multi-grained Spatio-temporally Action Localization—0
Temporal Alignment Networks for Long-term VideoCode1
An Empirical Study of End-to-End Temporal Action DetectionCode1
Long Movie Clip Classification with State-Space Video ModelsCode1
PYSKL: a toolbox for skeleton-based video understanding—0
SPAct: Self-supervised Privacy Preservation for Action RecognitionCode1
How Severe is Benchmark-Sensitivity in Video Self-Supervised Learning?Code1
FitCLIP: Refining Large-Scale Pretrained Image-Text Models for Zero-Shot Video Understanding TasksCode0
VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-TrainingCode3
On the Pitfalls of Batch Normalization for End-to-End Video Learning: A Study on Surgical Workflow AnalysisCode0
Human Gaze Guided Attention for Surgical Activity Recognition—0
Multi-Scale Self-Contrastive Learning with Hard Negative Mining for Weakly-Supervised Query-based Video Grounding—0
Temporal Perceiver: A General Architecture for Arbitrary Boundary Detection—0
Domain Knowledge-Informed Self-Supervised Representations for Workout Form AssessmentCode1
Concept Graph Neural Networks for Surgical Video Understanding—0
Audio Visual Scene-Aware Dialog Generation with Transformer-based Video Representations—0
ActionFormer: Localizing Moments of Actions with TransformersCode2
Learning Optical Flow with Adaptive Graph ReasoningCode1
A Coding Framework and Benchmark towards Low-Bitrate Video UnderstandingCode0
A Dataset for Medical Instructional Video Classification and Question AnsweringCode1
Capturing Temporal Information in a Single Frame: Channel Sampling Strategies for Action RecognitionCode0
End-to-end Generative Pretraining for Multimodal Video Captioning—0
Multiview Transformers for Video Recognition—0
MERLOT Reserve: Neural Script Knowledge through Vision and Language and Sound—0
Memory-Guided Semantic Learning Network for Temporal Sentence Grounding—0
Recurring the Transformer for Video Action Recognition—0
Improving Video Model Transfer With Dynamic Representation Learning—0
YouMVOS: An Actor-Centric Multi-Shot Video Object Segmentation Dataset—0
UBoCo: Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection—0
VRDFormer: End-to-End Video Visual Relation Detection With Transformers—0
Video Joint Modelling Based on Hierarchical Transformer for Co-summarizationCode1
Exploiting Long-Term Dependencies for Generating Dynamic Scene GraphsCode0
Contrastive Spatio-Temporal Pretext Learning for Self-supervised Video RepresentationCode1
Discrete neural representations for explainable anomaly detection—0
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