InterpBench: Semi-Synthetic Transformers for Evaluating Mechanistic Interpretability Techniquesby Rohan Gupta, Iván Arcuschin, Thomas Kwa, Adrià…
Conformal Thresholded Intervals for Efficient Regressionby Rui Luo, Zhixin ZhouFirst submitted to arxiv on: 19…
Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discoveryby Sukrut Rao, Sweta Mahajan, Moritz Böhle, Bernt…
Shape and Style GAN-based Multispectral Data Augmentation for Crop/Weed Segmentation in Precision Farmingby Mulham Fawakherji,…
DisenSemi: Semi-supervised Graph Classification via Disentangled Representation Learningby Yifan Wang, Xiao Luo, Chong Chen, Xian-Sheng…
Forward-Forward Learning achieves Highly Selective Latent Representations for Out-of-Distribution Detection in Fully Spiking Neural Networksby…
Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamicsby Matthias Karlbauer,…
Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusionby Linlan Huang, Xusheng Cao, Haori…
Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic Segmentationby Zhengyuan Xie, Haiquan…
A Comparative Study of Deep Reinforcement Learning Models: DQN vs PPO vs A2Cby Neil De…