mlsanityData to 7 Oct 2026

Micro-gesture Online Recognition using Learnable Query Points

arXiv 2407.04490 ↗First posted 5 Jul 2024cs.CVcited by 17

Not on the map. Why?

Abstract (arXiv)

In this paper, we briefly introduce the solution developed by our team, HFUT-VUT, for the Micro-gesture Online Recognition track in the MiGA challenge at IJCAI 2024. The Micro-gesture Online Recognition task involves identifying the category and locating the start and end times of micro-gestures in video clips. Compared to the typical Temporal Action Detection task, the Micro-gesture Online Recognition task focuses more on distinguishing between micro-gestures and pinpointing the start and end times of actions. Our solution ranks 2nd in the Micro-gesture Online Recognition track.

Key facts. Cited by 17 papers in the map (data through 7 Oct 2026). Builds on 17 of its 28 references that are in the map. First posted on arXiv 5 Jul 2024.

Builds on

17 of 28 references.

References · 17

  1. 2017Attention Is All You Needcited by 59,932
  2. 2017Quo Vadis, Action Recognition? A New Model and the Kinetics Datasetcited by 3,259
  3. 2021Efficiently Modeling Long Sequences with Structured State Spacescited by 2,424
  4. 2021Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layerscited by 607
  5. 2021iMiGUE: An Identity-free Video Dataset for Micro-Gesture Understanding and Emotion Analysiscited by 63
  6. 2024Benchmarking Micro-action Recognition: Dataset, Methods, and Applicationscited by 48
  7. 2021MS-TCT: Multi-Scale Temporal ConvTransformer for Action Detectioncited by 42
  8. 2024SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Modelcited by 36
  9. 2021Modeling Multi-Label Action Dependencies for Temporal Action Localizationcited by 32
  10. 2017Learning Latent Super-Events to Detect Multiple Activities in Videoscited by 30
  11. 2024Frequency Decoupling for Motion Magnification via Multi-Level Isomorphic Architecturecited by 28
  12. 2023EulerMormer: Robust Eulerian Motion Magnification via Dynamic Filtering within Transformercited by 27
5 more
  1. 2023Joint Skeletal and Semantic Embedding Loss for Micro-gesture Classificationcited by 24
  2. 2022PointTAD: Multi-Label Temporal Action Detection with Learnable Query Pointscited by 22
  3. 2023ViGT: Proposal-free Video Grounding with Learnable Token in Transformercited by 22
  4. 2024Advancing Weakly-Supervised Audio-Visual Video Parsing via Segment-wise Pseudo Labelingcited by 20
  5. 2022Semi-Supervised Video Inpainting with Cycle Consistency Constraintscited by 8

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2024: 2; 2025: 7; 2026: 8.

17 papers.

Sort:

By area:

  1. 2024Prototypical Calibrating Ambiguous Samples for Micro-Action Recognitioncited by 22
  2. 2024MMAD: Multi-label Micro-Action Detection in Videoscited by 20
  3. 2025Motion Matters: Motion-guided Modulation Network for Skeleton-based Micro-Action Recognitioncited by 11
  4. 2025Exploiting Ensemble Learning for Cross-View Isolated Sign Language Recognitioncited by 10
  5. 2025Online Micro-gesture Recognition Using Data Augmentation and Spatial-Temporal Attentioncited by 10
  6. 2026MA-Bench: Towards Fine-grained Micro-Action Understandingcited by 7
  7. 2025A Survey on fMRI-based Brain Decoding for Reconstructing Multimodal Stimulicited by 6
  8. 2026Self-supervised Learning Matters: A Simple Ensemble Solution for Micro-Gesture Recognitioncited by 4
  9. 2025BVINet: Unlocking Blind Video Inpainting with Zero Annotationscited by 3
  10. 2026Rethinking the Role of Feature Engineering and Learning Strategies in Few-Shot Hidden Emotion Recognitioncited by 3
  11. 2025Text-guided Fine-Grained Video Anomaly Understandingcited by 2
  12. 2026MAC 2026: Advancing Micro-Action Analysis Towards Fine-Grained Understandingcited by 2
5 more
  1. 2025AMMSM: Adaptive Motion Magnification and Sparse Mamba for Micro-Expression Recognitioncited by 1
  2. 2026Micro-DualNet: Dual-Path Spatio-Temporal Network for Micro-Action Recognitioncited by 0
  3. 2026Motion Reinforces Appearance: RGB-Skeleton Gated Residual Fusion for Micro-Gesture Online Recognitioncited by 0
  4. 2026A Multi-Modal Framework with Cross-Subject Pseudo-Labeling and Semantic Alignment for Micro-Gesture Recognitioncited by 0
  5. 2026Recognition-Conditioned Reasoning: A Training-Free Multimodal-LLM Pipeline for Fine-Grained Micro-Action Understandingcited by 0