Multimodal Learning

Unveiling Parts Beyond Objects: Towards Finer-Granularity Referring Expression Segmentation CVPR 2024 UOUO: Uncontextualized Uncommon Objects for Measuring Knowledge Horizons of Vision Language Models EMNLP 2024 Updating CLIP to Prefer Descriptions Over Captions EMNLP 2024 Vanessa: Visual Connotation and Aesthetic Attributes Understanding Network for Multimodal Aspect-based Sentiment Analysis EMNLP 2024 VCoder: Versatile Vision Encoders for Multimodal Large Language Models CVPR 2024 VDebugger: Harnessing Execution Feedback for Debugging Visual Programs EMNLP 2024 V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization EMNLP 2024 VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding NeurIPS 2024 VGBench: Evaluating Large Language Models on Vector Graphics Understanding and Generation EMNLP 2024 VHASR: A Multimodal Speech Recognition System With Vision Hotwords EMNLP 2024 VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models EMNLP 2024 VideoCon: Robust Video-Language Alignment via Contrast Captions CVPR 2024 VideoGUI: A Benchmark for GUI Automation from Instructional Videos NeurIPS 2024 Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives ACL 2024 Video-LLaVA: Learning United Visual Representation by Alignment Before Projection EMNLP 2024 VideoLLM-online: Online Video Large Language Model for Streaming Video CVPR 2024 VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence CVPR 2024 ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models CVPR 2024 ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification CVPR 2024 ViLCo-Bench: VIdeo Language COntinual learning Benchmark NeurIPS 2024 ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts CVPR 2024 VisDiaHalBench: A Visual Dialogue Benchmark For Diagnosing Hallucination in Large Vision-Language Models ACL 2024 Visible-Infrared Person Re-Indentification via Feature Fusion and Deep Mutual Learning ACML 2024 Vision-Language Model Fine-Tuning via Simple Parameter-Efficient Modification EMNLP 2024 Vision-Language Models are Strong Noisy Label Detectors NeurIPS 2024