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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

FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space NIPS 2023
VidChapters-7M: Video Chapters at Scale NIPS 2023
MultiVENT: Multilingual Videos of Events and Aligned Natural Text NIPS 2023
Multimodal Clinical Benchmark for Emergency Care (MC-BEC): A Comprehensive Benchmark for Evaluating Foundation Models in Emergency Medicine NIPS 2023
Self-Supervised Visuo-Tactile Pretraining to Locate and Follow Garment Features RSS 2023
Learning to Taste: A Multimodal Wine Dataset NIPS 2023
ASIF: Coupled Data Turns Unimodal Models to Multimodal without Training NIPS 2023
SoundCam: A Dataset for Finding Humans Using Room Acoustics NIPS 2023
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models NIPS 2023
Benchmarking Diverse-Modal Entity Linking with Generative Models ACL 2023
From Numbers to Words: Multi-Modal Bankruptcy Prediction Using the ECL Dataset AACL 2023
Audio-Visual Speech Separation in Noisy Environments with a Lightweight Iterative Model INTERSPEECH 2023
$α$-MDF: An Attention-based Multimodal Differentiable Filter for Robot State Estimation CORL 2023
Language-guided Robot Grasping: CLIP-based Referring Grasp Synthesis in Clutter CORL 2023
ConceptFusion: Open-set multimodal 3D mapping RSS 2023
Self-Supervised Unimodal Label Generation Strategy Using Recalibrated Modality Representations for Multimodal Sentiment Analysis EACL 2023
Visualize Before You Write: Imagination-Guided Open-Ended Text Generation EACL 2023
ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation EACL 2023
Extension Multi30K: Multimodal Dataset for Integrated Vision and Language Research in Ukrainian EACL 2023
Multimodal Multi-Head Convolutional Attention With Various Kernel Sizes for Medical Image Super-Resolution WACV 2023
Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models MLHC 2023
Bringing At-home Pediatric Sleep Apnea Testing Closer to Reality: A Multi-modal Transformer Approach MLHC 2023
Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation ICCV 2023
Grounding 3D Object Affordance from 2D Interactions in Images ICCV 2023
Unified Pre-Training with Pseudo Texts for Text-To-Image Person Re-Identification ICCV 2023