Multimodal Learning

Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification EMNLP 2024 Pic@Point: Cross-Modal Learning by Local and Global Point-Picture Correspondence ACML 2024 Picturing Ambiguity: A Visual Twist on the Winograd Schema Challenge ACL 2024 PLIP: Language-Image Pre-training for Person Representation Learning NeurIPS 2024 Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control NeurIPS 2024 PRISM: A New Lens for Improved Color Understanding EMNLP 2024 Probing Synergistic High-Order Interaction in Infrared and Visible Image Fusion CVPR 2024 PromptFix: You Prompt and We Fix the Photo NeurIPS 2024 Quantifying the Gaps Between Translation and Native Perception in Training for Multimodal, Multilingual Retrieval EMNLP 2024 RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models NeurIPS 2024 Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding EMNLP 2024 RECANTFormer: Referring Expression Comprehension with Varying Numbers of Targets EMNLP 2024 RELI11D: A Comprehensive Multimodal Human Motion Dataset and Method CVPR 2024 Relightful Harmonization: Lighting-aware Portrait Background Replacement CVPR 2024 Repairs in a Block World: A New Benchmark for Handling User Corrections with Multi-Modal Language Models EMNLP 2024 Rethinking Reverse Distillation for Multi-Modal Anomaly Detection AAAI 2024 Retrieval Evaluation for Long-Form and Knowledge-Intensive Image–Text Article Composition EMNLP 2024 Revisiting the Integration of Convolution and Attention for Vision Backbone NeurIPS 2024 RWKV-CLIP: A Robust Vision-Language Representation Learner EMNLP 2024 SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering EMNLP 2024 Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild CVPR 2024 Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training CVPR 2024 Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment NeurIPS 2024 Segment Any Change NeurIPS 2024 Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection NeurIPS 2024