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multimodal learning

4645 papers

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large language model (13587) vision-language model (2348) visual question answering (1017) video understanding (1658) multi-modal learning (1278) contrastive learning (4032) representation learning (6206) transfer learning (5449) zero-shot learning (3650) vision language model (767)

Papers

Next Visit Diagnosis Prediction via Medical Code-Centric Multimodal Contrastive EHR Modelling with Hierarchical Regularisation EACL 2024
Align before Attend: Aligning Visual and Textual Features for Multimodal Hateful Content Detection EACL 2024
A Thesis Proposal ClaimInspector Framework: A Hybrid Approach to Data Annotation using Fact-Checked Claims and LLMs EACL 2024
Unintended Bias Detection and Mitigation in Misogynous Memes EACL 2024
A Multimodal Framework to Detect Target Aware Aggression in Memes EACL 2024
Cross-modal Features Interaction-and-Aggregation Network with Self-consistency Training for Speech Emotion Recognition INTERSPEECH 2024
Complementary-Contradictory Feature Regularization Against Multimodal Overfitting WACV 2024
MapGuide: A Simple yet Effective Method to Reconstruct Continuous Language from Brain Activities NAACL 2024
NUS-Emo at SemEval-2024 Task 3: Instruction-Tuning LLM for Multimodal Emotion-Cause Analysis in Conversations SEMEVAL 2024
MWSIS: Multimodal Weakly Supervised Instance Segmentation with 2D Box Annotations for Autonomous Driving AAAI 2024
Contrastive Feedback Mechanism for Simultaneous Speech Translation INTERSPEECH 2024
EEVR: A Dataset of Paired Physiological Signals and Textual Descriptions for Joint Emotion Representation Learning NIPS 2024
QFNU_CS at SemEval-2024 Task 3: A Hybrid Pre-trained Model based Approach for Multimodal Emotion-Cause Pair Extraction Task SEMEVAL 2024
A User-Friendly Framework for Generating Model-Preferred Prompts in Text-to-Image Synthesis AAAI 2024
nowhash at SemEval-2024 Task 4: Exploiting Fusion of Transformers for Detecting Persuasion Techniques in Multilingual Memes SEMEVAL 2024
Bi-directional Adapter for Multimodal Tracking AAAI 2024
Local-Global Multi-Modal Distillation for Weakly-Supervised Temporal Video Grounding AAAI 2024
EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE AAAI 2024
Improving Audio-Visual Segmentation with Bidirectional Generation AAAI 2024
OSCaR: Object State Captioning and State Change Representation NAACL 2024
Data Roaming and Quality Assessment for Composed Image Retrieval AAAI 2024
ShARc: Shape and Appearance Recognition for Person Identification In-the-Wild WACV 2024
Prompting Multi-Modal Image Segmentation with Semantic Grouping AAAI 2024
Mono3DVG: 3D Visual Grounding in Monocular Images AAAI 2024
DUTIR938 at SemEval-2024 Task 4: Semi-Supervised Learning and Model Ensemble for Persuasion Techniques Detection in Memes SEMEVAL 2024