Cover Image

Structured Relational Reasoning for Group Activity Assessment

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ponbagavathi, Thinesh Thiyakesan, Yang, Chengzheng, Roitberg, Alina
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Order Matters: On Parameter-Efficient Image-to-Video Probing for Recognizing Nearly Symmetric Actions
by: Ponbagavathi, Thinesh Thiyakesan, et al.
Published: (2025)

T-MASK: Temporal Masking for Probing Foundation Models across Camera Views in Driver Monitoring
by: Ponbagavathi, Thinesh Thiyakesan, et al.
Published: (2025)

Frame2Freq: Spectral Adapters for Fine-Grained Video Understanding
by: Ponbagavathi, Thinesh Thiyakesan, et al.
Published: (2026)

Probing Fine-Grained Action Understanding and Cross-View Generalization of Foundation Models
by: Ponbagavathi, Thinesh Thiyakesan, et al.
Published: (2024)

Deep Learning for Metabolic Rate Estimation from Biosignals: A Comparative Study of Architectures and Signal Selection
by: Babakhani, Sarvenaz, et al.
Published: (2025)

Towards Synthetic Data Generation for Improved Pain Recognition in Videos under Patient Constraints
by: Nasimzada, Jonas, et al.
Published: (2024)

Towards Activated Muscle Group Estimation in the Wild
by: Peng, Kunyu, et al.
Published: (2023)

Exploring Few-Shot Adaptation for Activity Recognition on Diverse Domains
by: Peng, Kunyu, et al.
Published: (2023)

Language-Instructed Reasoning for Group Activity Detection via Multimodal Large Language Model
by: Peng, Jihua, et al.
Published: (2025)

CREG: Compass Relational Evidence Graph for Characterizing Directional Structure in VLM Spatial-Reasoning Attribution
by: Tan, Kaizhen, et al.
Published: (2026)

Black-box Attacks on Image Activity Prediction and its Natural Language Explanations
by: Baia, Alina Elena, et al.
Published: (2023)

Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation
by: Chen, Siyu, et al.
Published: (2025)

Time2General: Learning Spatiotemporal Invariant Representations for Domain-Generalization Video Semantic Segmentation
by: Chen, Siyu, et al.
Published: (2026)

Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler
by: Peng, Kunyu, et al.
Published: (2024)

Interactive Multi-Turn Retrieval for Health Videos
by: Wu, Chengzheng, et al.
Published: (2026)

Structured and Abstractive Reasoning on Multi-modal Relational Knowledge Images
by: Zhang, Yichi, et al.
Published: (2025)

AdaptiveClick: Clicks-aware Transformer with Adaptive Focal Loss for Interactive Image Segmentation
by: Lin, Jiacheng, et al.
Published: (2023)

TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation
by: Liu, Ruiping, et al.
Published: (2022)

Navigating Hallucinations for Reasoning of Unintentional Activities
by: Grover, Shresth, et al.
Published: (2024)

PromptGAR: Flexible Promptive Group Activity Recognition
by: Jin, Zhangyu, et al.
Published: (2025)

Pixels or Positions? Benchmarking Modalities in Group Activity Recognition
by: Karki, Drishya, et al.
Published: (2025)

Group Relative Attention Guidance for Image Editing
by: Zhang, Xuanpu, et al.
Published: (2025)

Group Relative Policy Optimization for Image Captioning
by: Liang, Xu
Published: (2025)

Group-DINOmics: Incorporating People Dynamics into DINO for Self-supervised Group Activity Feature Learning
by: Tezuka, Ryuki, et al.
Published: (2026)

Learning Group Activity Features Through Person Attribute Prediction
by: Nakatani, Chihiro, et al.
Published: (2024)

VersusQ: Pairwise Margin Reasoning for Generalizable Video Quality Assessment
by: Meng, Shibei, et al.
Published: (2026)

ActivityCLIP: Enhancing Group Activity Recognition by Mining Complementary Information from Text to Supplement Image Modality
by: Xu, Guoliang, et al.
Published: (2024)

Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding
by: Xiong, Yuanhao, et al.
Published: (2023)

Structure-Aware Correspondence Learning for Relative Pose Estimation
by: Chen, Yihan, et al.
Published: (2025)

RelTopo: Multi-Level Relational Modeling for Driving Scene Topology Reasoning
by: Luo, Yueru, et al.
Published: (2025)

Fine-grained Image Aesthetic Assessment: Learning Discriminative Scores from Relative Ranks
by: Yang, Zhichao, et al.
Published: (2026)

SGA-INTERACT: A 3D Skeleton-based Benchmark for Group Activity Understanding in Modern Basketball Tactic
by: Yang, Yuchen, et al.
Published: (2025)

Skeleton-based Group Activity Recognition via Spatial-Temporal Panoramic Graph
by: Li, Zhengcen, et al.
Published: (2024)

Towards More Practical Group Activity Detection: A New Benchmark and Model
by: Kim, Dongkeun, et al.
Published: (2023)

Explicit Relational Reasoning Network for Scene Text Detection
by: Su, Yuchen, et al.
Published: (2024)

Question-Aware Evidence Ledgers for Video Relational Reasoning
by: Ou, Yilin, et al.
Published: (2026)

Adaptive Dense Evidence Refinement for Video Relational Reasoning for VRR-QA Challenge
by: Sun, Yuyang, et al.
Published: (2026)

Nav-$R^2$ Dual-Relation Reasoning for Generalizable Open-Vocabulary Object-Goal Navigation
by: Xiang, Wentao, et al.
Published: (2025)

SoGAR: Self-supervised Spatiotemporal Attention-based Social Group Activity Recognition
by: Chappa, Naga VS Raviteja, et al.
Published: (2023)

Human-in-the-loop Adaptation in Group Activity Feature Learning for Team Sports Video Retrieval
by: Nakatani, Chihiro, et al.
Published: (2026)