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Multi-Modal Learning

3194 directly classified papers

Papers per year

Papers

Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation AAAI 2024
Exploiting Polarized Material Cues for Robust Car Detection AAAI 2024
Mitigating Idiom Inconsistency: A Multi-Semantic Contrastive Learning Method for Chinese Idiom Reading Comprehension AAAI 2024
SparseGNV: Generating Novel Views of Indoor Scenes with Sparse RGB-D Images AAAI 2024
HybridGait: A Benchmark for Spatial-Temporal Cloth-Changing Gait Recognition with Hybrid Explorations AAAI 2024
Bi-directional Adapter for Multimodal Tracking AAAI 2024
EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE AAAI 2024
VIXEN: Visual Text Comparison Network for Image Difference Captioning AAAI 2024
FashionERN: Enhance-and-Refine Network for Composed Fashion Image Retrieval AAAI 2024
DIUSum: Dynamic Image Utilization for Multimodal Summarization AAAI 2024
DocFormerv2: Local Features for Document Understanding AAAI 2024
Local-Global Multi-Modal Distillation for Weakly-Supervised Temporal Video Grounding AAAI 2024
Beyond the Label Itself: Latent Labels Enhance Semi-supervised Point Cloud Panoptic Segmentation AAAI 2024
Chitranuvad: Adapting Multi-lingual LLMs for Multimodal Translation EMNLP 2024
DCU ADAPT at WMT24: English to Low-resource Multi-Modal Translation Task EMNLP 2024
Multilingual Synopses of Movie Narratives: A Dataset for Vision-Language Story Understanding EMNLP 2024
Video Discourse Parsing and Its Application to Multimodal Summarization: A Dataset and Baseline Approaches EMNLP 2024
MMAR: Multilingual and Multimodal Anaphora Resolution in Instructional Videos EMNLP 2024
Diversify, Rationalize, and Combine: Ensembling Multiple QA Strategies for Zero-shot Knowledge-based VQA EMNLP 2024
Improving Hierarchical Text Clustering with LLM-guided Multi-view Cluster Representation EMNLP 2024
Retrieval-enriched zero-shot image classification in low-resource domains EMNLP 2024
Investigating Multilingual Instruction-Tuning: Do Polyglot Models Demand for Multilingual Instructions? EMNLP 2024
VIEWS: Entity-Aware News Video Captioning EMNLP 2024
VHASR: A Multimodal Speech Recognition System With Vision Hotwords EMNLP 2024
Kiss up, Kick down: Exploring Behavioral Changes in Multi-modal Large Language Models with Assigned Visual Personas EMNLP 2024