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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 125 4

  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 71

  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 47 5

  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 43 1

  5. VAEmo VAEmo Public

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

    38

  6. DAT DAT Public

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

    Python 37

Repositories

Showing 10 of 17 repositories
  • SSM Public

    [TAFFC2026] The official implementation code for "Bidirectional Learning of Facial Action Units and Expressions via Structured Semantic Mapping across Heterogeneous Datasets"

    MSA-LMC/SSM's past year of commit activity
    Python 30 Apache-2.0 0 0 0 Updated Aug 20, 2026
  • CLAIP-Emo Public

    [SPL2026] 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 29 2 1 0 Updated Aug 20, 2026
  • 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 71 Apache-2.0 0 3 0 Updated Aug 20, 2026
  • 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 125 Apache-2.0 4 2 0 Updated Aug 20, 2026
  • 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
    26 Apache-2.0 0 3 0 Updated Aug 17, 2026
  • SEST Public
    MSA-LMC/SEST's past year of commit activity
    Python 0 0 0 0 Updated Jul 17, 2026
  • TraitsRunDeeper Public

    [MM 2026] Traits Run Deeper: Trait-Specific Asymmetric Fusion for Multimodal Personality Assessment

    MSA-LMC/TraitsRunDeeper's past year of commit activity
    Python 2 0 1 0 Updated Jul 14, 2026
  • SDGTalk Public

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

    Python 27 0 0 0 Updated May 11, 2026
  • DCR Public
    MSA-LMC/DCR's past year of commit activity
    2 0 1 0 Updated May 6, 2026
  • SCPT Public

    This repository provides the official implementation of our method proposed in the paper: "Adaptive Physical-Facial Representation Fusion via Subject-Invariant Cross-Modal Prompt Tuning for Video-based Emotion Recognition"

    MSA-LMC/SCPT's past year of commit activity
    2 0 0 0 Updated Apr 28, 2026

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