Alternatives and similar repositories for MDSE

Users that are interested in MDSE are comparing it to the libraries listed below

• FeipengMa6 / PriSA
  [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…
  ☆24Updated 2 years ago
• Haoyu-ha / ALMT
  Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)
  ☆135Updated 9 months ago
• Haoyu-ha / LNLN
  Towards Robust Multimodal Sentiment Analysis with Incomplete Data
  ☆101Updated 9 months ago
• WarmCongee / SDUMC
  [ICASSP 2025] "Enhancing Multimodal Sentiment Analysis for Missing Modality through Self-Distillation and Unified Modality Cross-Attentio…
  ☆34Updated 8 months ago
• XpastaX / ConFEDE
  ☆79Updated last year
• zengy268 / DTN
  ☆16Updated last year
• sunlicai / EMT-DLFR
  Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)
  ☆75Updated 4 months ago
• ZhuoYulang / CIF-MMIN
  ☆40Updated last year
• LuckyDaydreamer / MultiEMO
  MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)
  ☆90Updated 2 years ago
• pwang322 / DLF
  [AAAI'25] DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis
  ☆118Updated 8 months ago
• JackAILab / TMBL
  ☆37Updated last year
• metaphysicser / PS-Mixer
  PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis
  ☆35Updated 2 years ago
• AZYoung233 / CLGSI
  [NAACL-2024 Finidngs] The official implement of CLGSI
  ☆33Updated 11 months ago
• MKMaS-GUET / KuDA
  Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"
  ☆65Updated last year
• JaydenZeng / TATE
  Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022
  ☆36Updated 2 years ago
• flow-ljh / Semi-IIN
  ☆18Updated last year
• yuntaeyang / TelME
  ☆34Updated last year
• kiva12138 / CubeMLP
  The implementation of CubeMLP
  ☆50Updated 2 years ago
• mdswyz / DMD
  An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)
  ☆145Updated 2 years ago
• zeroQiaoba / GCNet
  GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"
  ☆93Updated 8 months ago
• smwanghhh / MMCL
  ☆16Updated last year
• YetZzzzzz / GLoMo
  Code for GLoMo: Global-Local Modality Fusion for Multimodal Sentiment Analysis, which is accepted by ACM MM 24.
  ☆33Updated last year
• TmacMai / Multimodal-Information-Bottleneck
  Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…
  ☆84Updated 2 years ago
• gw-zhong / UniMF
  Codes for "UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequenc…
  ☆25Updated 2 years ago
• LeMei / UniMSE
  repository for HapticLLaMA: A Multimodal Sensory Language Model for Haptic Captioning
  ☆198Updated 4 months ago
• Myid9606 / AdaFN-AG
  AdaFN-AG: Enhancing Multimodal Interaction with Adaptive Feature Normalization for Multimodal Sentiment Analysis
  ☆14Updated last year
• thuiar / TCL-MAP
  TCL-MAP is a powerful method for multimodal intent recognition (AAAI 2024)
  ☆55Updated last year
• lzjjeff / TCSP
  Code for Findings of ACL 2021 paper: "A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analys…
  ☆28Updated 3 years ago
• Say2L / CENet
  [TMM2022] Source codes of CENet
  ☆40Updated 2 years ago
• dingchaoyue / AcFormer
  ☆27Updated 2 years ago