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 701–750 of 1149 papers

TitleStatusHype
Rethinking Image-to-Video Adaptation: An Object-centric Perspective—0
VideoEval: Comprehensive Benchmark Suite for Low-Cost Evaluation of Video Foundation ModelCode0
OmChat: A Recipe to Train Multimodal Language Models with Strong Long Context and Video Understanding—0
KeyVideoLLM: Towards Large-scale Video Keyframe Selection—0
InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output—0
https://arxiv.org/abs/2407.00634Code0
Video Watermarking: Safeguarding Your Video from (Unauthorized) Annotations by Video-based LLMs—0
Zero-Shot Long-Form Video Understanding through Screenplay—0
VideoHallucer: Evaluating Intrinsic and Extrinsic Hallucinations in Large Video-Language Models—0
video-SALMONN: Speech-Enhanced Audio-Visual Large Language ModelsCode0
MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding—0
Towards Holistic Language-video Representation: the language model-enhanced MSR-Video to Text Dataset—0
GVT2RPM: An Empirical Study for General Video Transformer Adaptation to Remote Physiological Measurement—0
DrVideo: Document Retrieval Based Long Video Understanding—0
Hallucination Mitigation Prompts Long-term Video UnderstandingCode0
VELOCITI: Benchmarking Video-Language Compositional Reasoning with Strict Entailment—0
Beyond Raw Videos: Understanding Edited Videos with Large Multimodal ModelCode0
GPT-4o: Visual perception performance of multimodal large language models in piglet activity understanding—0
Localizing Events in Videos with Multimodal Queries—0
LLAVIDAL: A Large LAnguage VIsion Model for Daily Activities of Living—0
Fewer Tokens and Fewer Videos: Extending Video Understanding Abilities in Large Vision-Language Models—0
MeMSVD: Long-Range Temporal Structure Capturing Using Incremental SVD—0
1st Place Winner of the 2024 Pixel-level Video Understanding in the Wild (CVPR'24 PVUW) Challenge in Video Panoptic Segmentation and Best Long Video Consistency of Video Semantic Segmentation—0
Semantic Segmentation on VSPW Dataset through Masked Video Consistency—0
3rd Place Solution for PVUW Challenge 2024: Video Panoptic Segmentation—0
Contrastive Language Video Time Pre-training—0
2nd Place Solution for PVUW Challenge 2024: Video Panoptic Segmentation—0
HENASY: Learning to Assemble Scene-Entities for Egocentric Video-Language Model—0
Temporal Grounding of Activities using Multimodal Large Language Models—0
MMCTAgent: Multi-modal Critical Thinking Agent Framework for Complex Visual Reasoning—0
Hierarchical Action Recognition: A Contrastive Video-Language Approach with Hierarchical Interactions—0
Streaming Long Video Understanding with Large Language Models—0
MAMBA4D: Efficient Long-Sequence Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models—0
Anticipating Object State Changes in Long Procedural Videos—0
Open-Vocabulary Spatio-Temporal Action Detection—0
Challenges in Deploying Long-Context Transformers: A Theoretical Peak Performance Analysis—0
CinePile: A Long Video Question Answering Dataset and Benchmark—0
Global Motion Understanding in Large-Scale Video Object Segmentation—0
RETTA: Retrieval-Enhanced Test-Time Adaptation for Zero-Shot Video Captioning—0
A Survey on Backbones for Deep Video Action Recognition—0
Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition—0
Snippet-Aware Transformer With Multiple Action Elements for Skeleton-Based Action SegmentationCode0
WorldQA: Multimodal World Knowledge in Videos through Long-Chain Reasoning—0
How Good is my Video LMM? Complex Video Reasoning and Robustness Evaluation Suite for Video-LMMs—0
Learning text-to-video retrieval from image captioning—0
Open-Set Video-based Facial Expression Recognition with Human Expression-sensitive Prompting—0
IPAD: Industrial Process Anomaly Detection Dataset—0
From Image to Video, what do we need in multimodal LLMs?—0
In My Perspective, In My Hands: Accurate Egocentric 2D Hand Pose and Action RecognitionCode0
A Transformer-Based Model for the Prediction of Human Gaze Behavior on Videos—0
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