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Multi-Modal Learning

29 directly classified papers

Papers per year

Papers

Visual Evidence Prompting Mitigates Hallucinations in Large Vision-Language Models ACL 2025
Fooling the LVLM Judges: Visual Biases in LVLM-Based Evaluation EMNLP 2025
PURA: Parameter Update-Recovery Test-Time Adaption for RGB-T Tracking CVPR 2025
Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech AAAI 2025
One is Plenty: A Polymorphic Feature Interpreter for Immutable Heterogeneous Collaborative Perception CVPR 2025
Are Any-to-Any Models More Consistent Across Modality Transfers Than Specialists? ACL 2025
Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-Modal Structured Representations AAAI 2024
Single Image Reflection Separation via Dual-Stream Interactive Transformers NIPS 2024
Event-assisted Low-Light Video Object Segmentation CVPR 2024
Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching CVPR 2023
A Multi-modal Global Instance Tracking Benchmark (MGIT): Better Locating Target in Complex Spatio-temporal and Causal Relationship NIPS 2023
FLAG3D: A 3D Fitness Activity Dataset With Language Instruction CVPR 2023
iCLIP: Bridging Image Classification and Contrastive Language-Image Pre-Training for Visual Recognition CVPR 2023
A Unified Sequence Interface for Vision Tasks NIPS 2022
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning WACV 2022
Target-Aware Dual Adversarial Learning and a Multi-Scenario Multi-Modality Benchmark To Fuse Infrared and Visible for Object Detection CVPR 2022
Cross-Modal Transferable Adversarial Attacks From Images to Videos CVPR 2022
Learning Audio-Visual Dynamics Using Scene Graphs for Audio Source Separation NIPS 2022
CyCLIP: Cyclic Contrastive Language-Image Pretraining NIPS 2022
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts CVPR 2021
Binaural Audio-Visual Localization AAAI 2021
Robust Multi-Modality Person Re-identification AAAI 2021
Fusing Wearable IMUs With Multi-View Images for Human Pose Estimation: A Geometric Approach CVPR 2020
Expressing Objects Just Like Words: Recurrent Visual Embedding for Image-Text Matching AAAI 2020
Generating Question Relevant Captions to Aid Visual Question Answering ACL 2019