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 651–700 of 1149 papers

TitleStatusHype
ViFi-ReID: A Two-Stream Vision-WiFi Multimodal Approach for Person Re-identification—0
Prompting Video-Language Foundation Models with Domain-specific Fine-grained Heuristics for Video Question Answering—0
TVBench: Redesigning Video-Language Evaluation—0
MM-Ego: Towards Building Egocentric Multimodal LLMs—0
Enhancing Multimodal LLM for Detailed and Accurate Video Captioning using Multi-Round Preference Optimization—0
Enhancing Temporal Modeling of Video LLMs via Time GatingCode0
AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark—0
Frame-Voyager: Learning to Query Frames for Video Large Language Models—0
DTVLT: A Multi-modal Diverse Text Benchmark for Visual Language Tracking Based on LLM—0
AirLetters: An Open Video Dataset of Characters Drawn in the Air—0
Deep learning for action spotting in association football videos—0
UAL-Bench: The First Comprehensive Unusual Activity Localization BenchmarkCode0
ScVLM: Enhancing Vision-Language Model for Safety-Critical Event UnderstandingCode0
Visual Context Window Extension: A New Perspective for Long Video Understanding—0
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning—0
Q-Bench-Video: Benchmarking the Video Quality Understanding of LMMs—0
Temporal2Seq: A Unified Framework for Temporal Video Understanding Tasks—0
EAGLE: Egocentric AGgregated Language-video Engine—0
LLM4Brain: Training a Large Language Model for Brain Video Understanding—0
Can CLIP Count Stars? An Empirical Study on Quantity Bias in CLIP—0
First Place Solution to the Multiple-choice Video QA Track of The Second Perception Test Challenge—0
Towards Child-Inclusive Clinical Video Understanding for Autism Spectrum Disorder—0
Interpretable Action Recognition on Hard to Classify Actions—0
AMEGO: Active Memory from long EGOcentric videos—0
HAVANA: Hierarchical stochastic neighbor embedding for Accelerated Video ANnotAtions—0
SoccerNet 2024 Challenges ResultsCode0
Enhancing Long Video Understanding via Hierarchical Event-Based Memory—0
VidLPRO: A Video-Language Pre-training Framework for Robotic and Laparoscopic Surgery—0
TC-LLaVA: Rethinking the Transfer from Image to Video Understanding with Temporal Considerations—0
VideoLLaMB: Long-context Video Understanding with Recurrent Memory Bridges—0
StimuVAR: Spatiotemporal Stimuli-aware Video Affective Reasoning with Multimodal Large Language Models—0
Streamlining Forest Wildfire Surveillance: AI-Enhanced UAVs Utilizing the FLAME Aerial Video Dataset for Lightweight and Efficient Monitoring—0
DLM-VMTL:A Double Layer Mapper for heterogeneous data video Multi-task prompt learning—0
Kangaroo: A Powerful Video-Language Model Supporting Long-context Video Input—0
Attend-Fusion: Efficient Audio-Visual Fusion for Video Classification—0
LMM-VQA: Advancing Video Quality Assessment with Large Multimodal ModelsCode0
LongVILA: Scaling Long-Context Visual Language Models for Long Videos—0
Flatten: Video Action Recognition is an Image Classification task—0
Disentangle and denoise: Tackling context misalignment for video moment retrieval—0
Spherical World-Locking for Audio-Visual Localization in Egocentric Videos—0
VideoQA in the Era of LLMs: An Empirical StudyCode0
LLaVA-OneVision: Easy Visual Task TransferCode0
FE-Adapter: Adapting Image-based Emotion Classifiers to Videos—0
Multimodal Fusion and Coherence Modeling for Video Topic Segmentation—0
Adversarial Robustness in RGB-Skeleton Action Recognition: Leveraging Attention Modality Reweighter—0
Ego-VPA: Egocentric Video Understanding with Parameter-efficient Adaptation—0
Wolf: Captioning Everything with a World Summarization Framework—0
Audio-visual training for improved grounding in video-text LLMs—0
Rethinking Video-Text Understanding: Retrieval from Counterfactually Augmented Data—0
Open Vocabulary Multi-Label Video Classification—0
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