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 401–425 of 1149 papers

Title	Date	Tasks	Status	Score
Bootstrap Your Own Views: Masked Ego-Exo Modeling for Fine-grained View-invariant Video Representations	Mar 25, 2025	Representation LearningVideo Understanding	CodeCode Available	5
ECO: Efficient Convolutional Network for Online Video Understanding	Apr 24, 2018	Action ClassificationAction Recognition	CodeCode Available	5
Towards Multimodal Video Paragraph Captioning Models Robust to Missing Modality	Mar 28, 2024	Data AugmentationDiversity	CodeCode Available	5
Tiny Video Networks	Oct 15, 2019	CPUGPU	CodeCode Available	5
ACVUBench: Audio-Centric Video Understanding Benchmark	Mar 25, 2025	Video Understanding	CodeCode Available	5
Beyond Raw Videos: Understanding Edited Videos with Large Multimodal Model	Jun 15, 2024	Question AnsweringVideo Understanding	CodeCode Available	5
The Monkeytyping Solution to the YouTube-8M Video Understanding Challenge	Jun 16, 2017	General ClassificationVideo Classification	CodeCode Available	5
Beyond Instructional Videos: Probing for More Diverse Visual-Textual Grounding on YouTube	Apr 29, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
The Visual Centrifuge: Model-Free Layered Video Representations	Dec 4, 2018	Color Constancymodel	CodeCode Available	5
DriftNet: Aggressive Driving Behavior Classification using 3D EfficientNet Architecture	Apr 18, 2020	Anomaly DetectionClassification	CodeCode Available	5
DramaQA: Character-Centered Video Story Understanding with Hierarchical QA	May 7, 2020	Question AnsweringVideo Question Answering	CodeCode Available	5
Dr^2Net: Dynamic Reversible Dual-Residual Networks for Memory-Efficient Finetuning	Jan 8, 2024	object-detectionObject Detection	CodeCode Available	5
Temporal Tessellation: A Unified Approach for Video Analysis	Dec 21, 2016	Action DetectionVideo Captioning	CodeCode Available	5
The YouTube-8M Kaggle Competition: Challenges and Methods	Jun 28, 2017	General ClassificationVideo Classification	CodeCode Available	5
Don't Judge by the Look: Towards Motion Coherent Video Representation	Mar 14, 2024	Data AugmentationObject Recognition	CodeCode Available	5
Temporal Modeling Approaches for Large-scale Youtube-8M Video Understanding	Jul 14, 2017	Video RecognitionVideo Understanding	CodeCode Available	5
Temporal-Oriented Recipe for Transferring Large Vision-Language Model to Video Understanding	May 19, 2025	Language ModelingLanguage Modelling	CodeCode Available	5
Temporally smooth online action detection using cycle-consistent future anticipation	Apr 16, 2021	Action DetectionAutonomous Driving	CodeCode Available	5
Technical Report for CVPR 2022 LOVEU AQTC Challenge	Jun 29, 2022	Video Understanding	CodeCode Available	5
Teacher Agent: A Knowledge Distillation-Free Framework for Rehearsal-based Video Incremental Learning	Jun 1, 2023	Incremental LearningKnowledge Distillation	CodeCode Available	5
Telling Stories for Common Sense Zero-Shot Action Recognition	Sep 29, 2023	Action RecognitionArticles	CodeCode Available	5
Task-Aware KV Compression For Cost-Effective Long Video Understanding	Jun 26, 2025	Video Understanding	CodeCode Available	5
Temporal Action Proposal Generation With Action Frequency Adaptive Network	Jun 23, 2023	Knowledge DistillationTemporal Action Proposal Generation	CodeCode Available	5
Diagnosing Error in Temporal Action Detectors	Jul 27, 2018	Action LocalizationDiagnostic	CodeCode Available	5
A Video Is Worth 4096 Tokens: Verbalize Videos To Understand Them In Zero Shot	May 16, 2023	Emotion ClassificationQuestion Answering	CodeCode Available	5

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