3 papers
cs.CL2026
MR-Align: Meta-Reasoning Informed Factuality Alignment for Large Reasoning Models
Xinming Wang, Jian Xu, Bin Yu +9
Large reasoning models (LRMs) show strong capabilities in complex reasoning, yet their marginal gains on evidence-dependent factual questions are limited. We find this limitation i…
cs.CV2025
AD-Det: Boosting Object Detection in UAV Images with Focused Small Objects and Balanced Tail Classes
Zhenteng Li, Sheng Lian, Dengfeng Pan +2
Object detection in Unmanned Aerial Vehicle (UAV) images poses significant challenges due to complex scale variations and class imbalance among objects. Existing methods often addr…
cs.CV2025
MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection
Zhiqiang Yang, Qiu Guan, Zhongwen Yu +5
Due to the effective multi-scale feature fusion capabilities of the Path Aggregation FPN (PAFPN), it has become a widely adopted component in YOLO-based detectors. However, PAFPN s…