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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

Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight NIPS 2024
MaLa-ASR: Multimedia-Assisted LLM-Based ASR INTERSPEECH 2024
MoVA: Adapting Mixture of Vision Experts to Multimodal Context NIPS 2024
Infer Induced Sentiment of Comment Response to Video: A New Task, Dataset and Baseline NIPS 2024
Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing NIPS 2024
Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs NIPS 2024
Leveraging Language Model Capabilities for Sound Event Detection INTERSPEECH 2024
2DP-2MRC: 2-Dimensional Pointer-based Machine Reading Comprehension Method for Multimodal Moment Retrieval INTERSPEECH 2024
Streaming Detection of Queried Event Start NIPS 2024
OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images NIPS 2024
Tell What You Hear From What You See - Video to Audio Generation Through Text NIPS 2024
MARPLE: A Benchmark for Long-Horizon Inference NIPS 2024
Enhancing LLM Reasoning via Vision-Augmented Prompting NIPS 2024
Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models NIPS 2024
Deep Correlated Prompting for Visual Recognition with Missing Modalities NIPS 2024
WildPPG: A Real-World PPG Dataset of Long Continuous Recordings NIPS 2024
MmCows: A Multimodal Dataset for Dairy Cattle Monitoring NIPS 2024
Pandora's Box: Towards Building Universal Attackers against Real-World Large Vision-Language Models NIPS 2024
Born a BabyNet with Hierarchical Parental Supervision for End-to-End Text Image Machine Translation COLING 2024
Breakthrough from Nuance and Inconsistency: Enhancing Multimodal Sarcasm Detection with Context-Aware Self-Attention Fusion and Word Weight Calculation. COLING 2024
Bridging Textual and Tabular Worlds for Fact Verification: A Lightweight, Attention-Based Model COLING 2024
Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach NIPS 2024
MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens NIPS 2024
CE-VDG: Counterfactual Entropy-based Bias Reduction for Video-grounded Dialogue Generation COLING 2024
Multimodal Clickbait Detection by De-confounding Biases Using Causal Representation Inference EMNLP 2024