On Large Multimodal Models as Open-World Image Classifiers Paper • 2503.21851 • Published Mar 27, 2025 • 7
Specificity-aware reinforcement learning for fine-grained open-world classification Paper • 2603.03197 • Published 3 days ago • 11
Large Multimodal Models as General In-Context Classifiers Paper • 2602.23229 • Published 8 days ago • 12
Compositional Caching for Training-free Open-vocabulary Attribute Detection Paper • 2503.19145 • Published Mar 24, 2025 • 3
GroundingME: Exposing the Visual Grounding Gap in MLLMs through Multi-Dimensional Evaluation Paper • 2512.17495 • Published Dec 19, 2025 • 20
Backward-Compatible Aligned Representations via an Orthogonal Transformation Layer Paper • 2408.08793 • Published Aug 16, 2024 • 7
Comics Datasets Framework: Mix of Comics datasets for detection benchmarking Paper • 2407.03540 • Published Jul 3, 2024 • 3
CoMix: A Comprehensive Benchmark for Multi-Task Comic Understanding Paper • 2407.03550 • Published Jul 4, 2024 • 2
One missing piece in Vision and Language: A Survey on Comics Understanding Paper • 2409.09502 • Published Sep 14, 2024 • 24
Stationary Representations: Optimally Approximating Compatibility and Implications for Improved Model Replacements Paper • 2405.02581 • Published May 4, 2024 • 2
MUSCLE: A Model Update Strategy for Compatible LLM Evolution Paper • 2407.09435 • Published Jul 12, 2024 • 23