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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

Multi-Object Hallucination in Vision Language Models NIPS 2024
The MERSA Dataset and a Transformer-Based Approach for Speech Emotion Recognition ACL 2024
AFBench: A Large-scale Benchmark for Airfoil Design NIPS 2024
MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs NIPS 2024
Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning NIPS 2024
TAME-RD: Text Assisted Replication of Image Multi-Adjustments for Reverse Designing ACL 2024
How Control Information Influences Multilingual Text Image Generation and Editing? NIPS 2024
TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy NIPS 2024
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding NIPS 2024
Towards Surveillance Video-and-Language Understanding: New Dataset Baselines and Challenges CVPR 2024
Multimodal Industrial Anomaly Detection by Crossmodal Feature Mapping CVPR 2024
nowhash at SemEval-2024 Task 4: Exploiting Fusion of Transformers for Detecting Persuasion Techniques in Multilingual Memes NAACL 2024
Unveiling Opinion Evolution via Prompting and Diffusion for Short Video Fake News Detection ACL 2024
PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation NIPS 2024
Multimodal Ensembling for Zero-Shot Image Classification AAAI 2024
HEMM: Holistic Evaluation of Multimodal Foundation Models NIPS 2024
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning NIPS 2024
On the Robustness of Language Guidance for Low-Level Vision Tasks: Findings from Depth Estimation CVPR 2024
SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery CVPR 2024
MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric CVPR 2024
Multiple-Question Multiple-Answer Text-VQA NAACL 2024
MAPLM: A Real-World Large-Scale Vision-Language Benchmark for Map and Traffic Scene Understanding CVPR 2024
Fusion-Vital: Video-RF Fusion Transformer for Advanced Remote Physiological Measurement AAAI 2024
Exploring the Transferability of Visual Prompting for Multimodal Large Language Models CVPR 2024
LLaFS: When Large Language Models Meet Few-Shot Segmentation CVPR 2024