Video Recognition

Video Recognition is a process of obtaining, processing, and analysing data that it receives from a visual source, specifically video.

Papers

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Showing 1–25 of 307 papers

Title	Date	Tasks	Status	Hype
InternVideo2: Scaling Foundation Models for Multimodal Video Understanding	Mar 22, 2024	Action ClassificationAction Recognition	CodeCode Available	7
Scaling Up Your Kernels: Large Kernel Design in ConvNets towards Universal Representations	Oct 10, 2024	Time Series ForecastingVideo Recognition	CodeCode Available	5
Expanding Language-Image Pretrained Models for General Video Recognition	Aug 4, 2022	Action ClassificationAction Recognition	CodeCode Available	3
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition	Dec 15, 2024	Computational EfficiencyVideo Recognition	CodeCode Available	2
DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark	May 30, 2024	DeepFake DetectionMamba	CodeCode Available	2
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation	Mar 18, 2024	Mixture-of-Expertsparameter-efficient fine-tuning	CodeCode Available	2
Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models	Dec 31, 2022	Action ClassificationAction Recognition	CodeCode Available	2
Revisiting Classifier: Transferring Vision-Language Models for Video Recognition	Jul 4, 2022	Action ClassificationAction Recognition	CodeCode Available	2
AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition	May 26, 2022	Action RecognitionVideo Recognition	CodeCode Available	2
TSM: Temporal Shift Module for Efficient and Scalable Video Understanding on Edge Device	Sep 27, 2021	Video RecognitionVideo Understanding	CodeCode Available	2
Video Swin Transformer	Jun 24, 2021	Action ClassificationAction Recognition	CodeCode Available	2
Would Mega-scale Datasets Further Enhance Spatiotemporal 3D CNNs?	Apr 10, 2020	General ClassificationOpen-Ended Question Answering	CodeCode Available	2
X3D: Expanding Architectures for Efficient Video Recognition	Apr 9, 2020	Action Classificationfeature selection	CodeCode Available	2
Omni-sourced Webly-supervised Learning for Video Recognition	Mar 29, 2020	Action ClassificationAction Recognition	CodeCode Available	2
BASKET: A Large-Scale Video Dataset for Fine-Grained Skill Estimation	Mar 26, 2025	Video Recognition	CodeCode Available	1
PAVE: Patching and Adapting Video Large Language Models	Mar 25, 2025	Audio-visual Question AnsweringMulti-Task Learning	CodeCode Available	1
OmniCLIP: Adapting CLIP for Video Recognition with Spatial-Temporal Omni-Scale Feature Learning	Aug 12, 2024	Video RecognitionZero-Shot Learning	CodeCode Available	1
VideoMamba: Spatio-Temporal Selective State Space Model	Jul 11, 2024	Mambamodel	CodeCode Available	1
No Time to Waste: Squeeze Time into Channel for Mobile Video Understanding	May 14, 2024	Action DetectionGPU	CodeCode Available	1
VG4D: Vision-Language Model Goes 4D Video Recognition	Apr 17, 2024	Action RecognitionAutonomous Driving	CodeCode Available	1
Video Recognition in Portrait Mode	Dec 21, 2023	Data AugmentationVideo Recognition	CodeCode Available	1
Adapting Short-Term Transformers for Action Detection in Untrimmed Videos	Dec 4, 2023	Action DetectionVideo Recognition	CodeCode Available	1
OST: Refining Text Knowledge with Optimal Spatio-Temporal Descriptor for General Video Recognition	Nov 30, 2023	DescriptiveLanguage Modelling	CodeCode Available	1
DEVIAS: Learning Disentangled Video Representations of Action and Scene	Nov 30, 2023	Action RecognitionDecoder	CodeCode Available	1
Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and Data	Oct 8, 2023	Action RecognitionContinual Learning	CodeCode Available	1

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