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Multi-Modal Learning

1213 directly classified papers

Papers per year

Papers

Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers NIPS 2024
MEANT: Multimodal Encoder for Antecedent Information EMNLP 2024
Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media AAAI 2024
Fusion from a Distributional Perspective: A Unified Symbiotic Diffusion Framework for Any Multisource Remote Sensing Data Classification IJCAI 2024
Unified Physical-Digital Face Attack Detection IJCAI 2024
Homology Consistency Constrained Efficient Tuning for Vision-Language Models NIPS 2024
Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification EMNLP 2024
Extending Multi-modal Contrastive Representations NIPS 2024
Exploiting Auxiliary Caption for Video Grounding AAAI 2024
Object Attribute Matters in Visual Question Answering AAAI 2024
DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency AAAI 2024
DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs NIPS 2024
BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining AAAI 2024
An Empirical Study of Multilingual Reasoning Distillation for Question Answering EMNLP 2024
Revisiting motion information for RGB-Event tracking with MOT philosophy NIPS 2024
Rethinking Reverse Distillation for Multi-Modal Anomaly Detection AAAI 2024
A Hierarchical Network for Multimodal Document-Level Relation Extraction AAAI 2024
Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding AAAI 2024
Posture-Informed Muscular Force Learning for Robust Hand Pressure Estimation NIPS 2024
Quantifying the Gaps Between Translation and Native Perception in Training for Multimodal, Multilingual Retrieval EMNLP 2024
SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models NIPS 2024
Who Evaluates the Evaluations? Objectively Scoring Text-to-Image Prompt Coherence Metrics with T2IScoreScore (TS2) NIPS 2024
Analyzing Key Factors Influencing Emotion Prediction Performance of VLLMs in Conversational Contexts EMNLP 2024
DreamCatcher: A Wearer-aware Multi-modal Sleep Event Dataset Based on Earables in Non-restrictive Environments NIPS 2024
Multimodal Graph Neural Architecture Search under Distribution Shifts AAAI 2024