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Vision-Language Models

685 directly classified papers

Papers per year

Papers

Active Prompt Learning in Vision Language Models CVPR 2024
Learning Multi-Dimensional Human Preference for Text-to-Image Generation CVPR 2024
OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM CVPR 2024
AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning CVPR 2024
Describing Differences in Image Sets with Natural Language CVPR 2024
SonicVisionLM: Playing Sound with Vision Language Models CVPR 2024
SC-Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models CVPR 2024
CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation CVPR 2024
Synthesize Diagnose and Optimize: Towards Fine-Grained Vision-Language Understanding CVPR 2024
Tune-An-Ellipse: CLIP Has Potential to Find What You Want CVPR 2024
One-Shot Open Affordance Learning with Foundation Models CVPR 2024
ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification CVPR 2024
CapsFusion: Rethinking Image-Text Data at Scale CVPR 2024
MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding CVPR 2024
VISTA-LLAMA: Reducing Hallucination in Video Language Models via Equal Distance to Visual Tokens CVPR 2024
Prompt Learning via Meta-Regularization CVPR 2024
Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding CVPR 2024
Exploring the Potential of Large Foundation Models for Open-Vocabulary HOI Detection CVPR 2024
Enhancing Advanced Visual Reasoning Ability of Large Language Models EMNLP 2024
Towards Difficulty-Agnostic Efficient Transfer Learning for Vision-Language Models EMNLP 2024
African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification EMNLP 2024
Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models? EMNLP 2024
Autoregressive Pre-Training on Pixels and Texts EMNLP 2024
World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering EMNLP 2024
RWKV-CLIP: A Robust Vision-Language Representation Learner EMNLP 2024