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multimodal learning

4622 papers

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large language model (12755) vision-language model (2235) visual question answering (1000) video understanding (1647) multi-modal learning (1276) contrastive learning (3979) representation learning (6174) transfer learning (5442) zero-shot learning (3637) vision language model (752)

Papers

EditInspector: A Benchmark for Evaluation of Text-Guided Image Edits ACL 2025
Uni-NaVid: A Video-based Vision-Language-Action Model for Unifying Embodied Navigation Tasks RSS 2025
Causal Explanation of Quality of Parent-Child Interactions with Multimodal Behavioral Features (Student Abstract) AAAI 2025
Multisensory Machine Intelligence AAAI 2025
CMBan: Cartoon-Driven Meme Contextual Classification Dataset for Bangla IJCNLP 2025
TaxaBind: A Unified Embedding Space for Ecological Applications WACV 2025
UniTMGE: Uniform Text-Motion Generation and Editing Model via Diffusion WACV 2025
Can Vision Language Models Understand Mimed Actions? ACL 2025
Multimodal Language Models for Financial Forecasting from Interleaved Sequences of Text and Time Series IJCNLP 2025
Unleashing the Potential of Consistency Learning for Detecting and Grounding Multi-Modal Media Manipulation CVPR 2025
ImageTra: Real-Time Translation for Texts in Image and Video IJCNLP 2025
Click&Describe: Multimodal Grounding and Tracking for Aerial Objects WACV 2025
Deep Submodular Optimization and LLM for Multimodal Content Extraction and Automatic Poster Generation from Long Document AAAI 2025
PureForest: A Large-Scale Aerial Lidar and Aerial Imagery Dataset for Tree Species Classification in Monospecific Forests WACV 2025
EgoM2P: Egocentric Multimodal Multitask Pretraining ICCV 2025
VideoQA-TA: Temporal-Aware Multi-Modal Video Question Answering COLING 2025
XTrack: Multimodal Training Boosts RGB-X Video Object Trackers ICCV 2025
What If LLMs Can Smell: A Prototype IJCAI 2025
Embodied Navigation with Auxiliary Task of Action Description Prediction ICCV 2025
Bridging the Gap between Brain and Machine in Interpreting Visual Semantics: Towards Self-adaptive Brain-to-Text Decoding ICCV 2025
Passing the Driving Knowledge Test ICCV 2025
MASSV: Multimodal Adaptation and Self-Data Distillation for Speculative Decoding of Vision-Language Models EMNLP 2025
MDD: A Dataset for Text-and-Music Conditioned Duet Dance Generation ICCV 2025
BcQLM: Efficient Vision-Language Understanding with Distilled Q-Gated Cross-Modal Fusion EMNLP 2025
ImageEval 2025: The First Arabic Image Captioning Shared Task EMNLP 2025