Multimodal Learning

All in One: Exploring Unified Video-Language Pre-Training CVPR 2023 A Multi-dimensional study on Bias in Vision-Language models ACL 2023 A Multi-modal Debiasing Model with Dynamical Constraint for Robust Visual Question Answering ACL 2023 A Multi-modal Global Instance Tracking Benchmark (MGIT): Better Locating Target in Complex Spatio-temporal and Causal Relationship NeurIPS 2023 A Multi-Modal Multilingual Benchmark for Document Image Classification EMNLP 2023 A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models ICML 2023 Asynchrony-Robust Collaborative Perception via Bird's Eye View Flow NeurIPS 2023 Attractive Storyteller: Stylized Visual Storytelling with Unpaired Text ACL 2023 AVFace: Towards Detailed Audio-Visual 4D Face Reconstruction CVPR 2023 Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks EMNLP 2023 Be Everywhere - Hear Everything (BEE): Audio Scene Reconstruction by Sparse Audio-Visual Samples ICCV 2023 BIG-C: a Multimodal Multi-Purpose Dataset for Bemba ACL 2023 Bi-LRFusion: Bi-Directional LiDAR-Radar Fusion for 3D Dynamic Object Detection CVPR 2023 Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective CVPR 2023 Burstormer: Burst Image Restoration and Enhancement Transformer CVPR 2023 CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention AAAI 2023 Cap4Video: What Can Auxiliary Captions Do for Text-Video Retrieval? CVPR 2023 CF-ViT: A General Coarse-to-Fine Method for Vision Transformer AAAI 2023 CiCo: Domain-Aware Sign Language Retrieval via Cross-Lingual Contrastive Learning CVPR 2023 CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension EACL 2023 CLIP2: Contrastive Language-Image-Point Pretraining From Real-World Point Cloud Data CVPR 2023 CLIPPING: Distilling CLIP-Based Models With a Student Base for Video-Language Retrieval CVPR 2023 CLIPPO: Image-and-Language Understanding From Pixels Only CVPR 2023 Clover: Towards a Unified Video-Language Alignment and Fusion Model CVPR 2023 CNVid-3.5M: Build, Filter, and Pre-Train the Large-Scale Public Chinese Video-Text Dataset CVPR 2023