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Multimodal Learning

1257 directly classified papers

Papers per year

Papers

ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models CVPR 2024
Koala: Key Frame-Conditioned Long Video-LLM CVPR 2024
HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models CVPR 2024
Grounding Everything: Emerging Localization Properties in Vision-Language Transformers CVPR 2024
Binding Touch to Everything: Learning Unified Multimodal Tactile Representations CVPR 2024
Know Your Neighbors: Improving Single-View Reconstruction via Spatial Vision-Language Reasoning CVPR 2024
Modeling Multimodal Social Interactions: New Challenges and Baselines with Densely Aligned Representations CVPR 2024
Draw Step by Step: Reconstructing CAD Construction Sequences from Point Clouds via Multimodal Diffusion. CVPR 2024
Towards a Simultaneous and Granular Identity-Expression Control in Personalized Face Generation CVPR 2024
How to Configure Good In-Context Sequence for Visual Question Answering CVPR 2024
Tune-An-Ellipse: CLIP Has Potential to Find What You Want CVPR 2024
Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language CVPR 2024
Tag-grounded Visual Instruction Tuning with Retrieval Augmentation EMNLP 2024
Decompose and Compare Consistency: Measuring VLMs’ Answer Reliability via Task-Decomposition Consistency Comparison EMNLP 2024
VGBench: Evaluating Large Language Models on Vector Graphics Understanding and Generation EMNLP 2024
MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression Comprehension EMNLP 2024
Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image Generation EMNLP 2024
UOUO: Uncontextualized Uncommon Objects for Measuring Knowledge Horizons of Vision Language Models EMNLP 2024
Efficient Vision-Language pre-training via domain-specific learning for human activities EMNLP 2024
Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding EMNLP 2024
Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge EMNLP 2024
OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer EMNLP 2024
Vision-Language Model Fine-Tuning via Simple Parameter-Efficient Modification EMNLP 2024
Interpretable Composition Attribution Enhancement for Visio-linguistic Compositional Understanding EMNLP 2024
VHASR: A Multimodal Speech Recognition System With Vision Hotwords EMNLP 2024