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@MSA-LMC

MSA@LMC

Multimodal Sentiment Analysis (MSA) or Multimodal Emotion Recognition (MER) Research @ LMC.HFUT

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  1. S2D S2D Public

    [TAFFC 2024] The official implementation of paper: From Static to Dynamic: Adapting Landmark-Aware Image Models for Facial Expression Recognition in Videos

    Python 90 3

  2. S4D S4D Public

    [TAFFC 2025] The offical implementation of paper: Static for Dynamic: Towards a Deeper Understanding of Dynamic Facial Expressions Using Static Expression Data

    Python 24

  3. PhysioSync PhysioSync Public

    [TCSS 2025] The official implementation code for "PhysioSync: Temporal and Cross-Modal Contrastive Learning Inspired by Physiological Synchronization for EEG-Based Emotion Recognition"

    Python 15 4

  4. MAE-SFER MAE-SFER Public

    [TCSS 2024] MAE pre-training models (ViT and ConvNeXt) using AffectNet images for static facial expression recognition (SFER).

    Python 12 1

  5. DAT DAT Public

    [MM 2024] The official implementation code for "DAT: Dialogue-Aware Transformer with Modality-Group Fusion for Human Engagement Estimation"

    Python 9

  6. VAEmo VAEmo Public

    [MM 2025] The official implementation code for "VAEmo: Efficient Representation Learning for Visual-Audio Emotion with Knowledge Injection“

    9

Repositories

Showing 10 of 12 repositories
  • PhysioSync Public

    [TCSS 2025] The official implementation code for "PhysioSync: Temporal and Cross-Modal Contrastive Learning Inspired by Physiological Synchronization for EEG-Based Emotion Recognition"

    MSA-LMC/PhysioSync’s past year of commit activity
    Python 15 4 0 0 Updated Dec 29, 2025
  • S4D Public

    [TAFFC 2025] The offical implementation of paper: Static for Dynamic: Towards a Deeper Understanding of Dynamic Facial Expressions Using Static Expression Data

    MSA-LMC/S4D’s past year of commit activity
    Python 24 Apache-2.0 0 1 0 Updated Dec 4, 2025
  • S2D Public

    [TAFFC 2024] The official implementation of paper: From Static to Dynamic: Adapting Landmark-Aware Image Models for Facial Expression Recognition in Videos

    MSA-LMC/S2D’s past year of commit activity
    Python 90 Apache-2.0 3 2 0 Updated Oct 28, 2025
  • SDGTalk Public

    SDGTALK: STRUCTURED FACIAL PRIORS AND DUAL-BRANCH MOTION FIELDS FOR GENERALIZABLE GAUSSIAN TALKING HEAD SYNTHESIS

    MSA-LMC/SDGTalk’s past year of commit activity
    Python 0 0 0 0 Updated Oct 23, 2025
  • CLAIP-Emo Public

    CLAIP-Emo: Parameter-Efficient Adaptation of Language-supervised models for In-the-Wild Audiovisual Emotion Recognition

    MSA-LMC/CLAIP-Emo’s past year of commit activity
    Python 3 0 0 0 Updated Oct 18, 2025
  • 365Aspects Public

    [MM 2025] The official implementation for the paper titled: "Listening to the Unspoken: Exploring '365' Aspects of Multimodal Interview Performance Assessment"

    MSA-LMC/365Aspects’s past year of commit activity
    Python 4 2 1 0 Updated Jul 31, 2025
  • TraitsRunDeep Public

    [MM 2025] The official implementation for the paper titled: "Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors"

    MSA-LMC/TraitsRunDeep’s past year of commit activity
    1 Apache-2.0 0 1 0 Updated Jul 30, 2025
  • CDGLT Public

    [ICMR 2025] The official implementation for the paper titled: "Concept Drift Guided LayerNorm Tuning for Efficient Multimodal Metaphor Identification"

    MSA-LMC/CDGLT’s past year of commit activity
    Python 4 1 0 0 Updated Jul 5, 2025
  • VAEmo Public

    [MM 2025] The official implementation code for "VAEmo: Efficient Representation Learning for Visual-Audio Emotion with Knowledge Injection“

    MSA-LMC/VAEmo’s past year of commit activity
    9 MIT 0 1 0 Updated Jul 1, 2025
  • MAE-SFER Public

    [TCSS 2024] MAE pre-training models (ViT and ConvNeXt) using AffectNet images for static facial expression recognition (SFER).

    MSA-LMC/MAE-SFER’s past year of commit activity
    Python 12 1 0 0 Updated Jun 3, 2025
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