RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learningby Javad Rafiei Asl, Prajwal Panzade, Eduardo…
Model Reprogramming Outperforms Fine-tuning on Out-of-distribution Data in Text-Image Encodersby Andrew Geng, Pin-Yu ChenFirst submitted…
List Sample Compression and Uniform Convergenceby Steve Hanneke, Shay Moran, Tom WaknineFirst submitted to arxiv…
Dreaming of Many Worlds: Learning Contextual World Models Aids Zero-Shot Generalizationby Sai Prasanna, Karim Farid,…
Understanding the Double Descent Phenomenon in Deep Learningby Marc Lafon, Alexandre ThomasFirst submitted to arxiv…
Online Policy Learning from Offline Preferencesby Guoxi Zhang, Han Bao, Hisashi KashimaFirst submitted to arxiv…
CoReEcho: Continuous Representation Learning for 2D+time Echocardiography Analysisby Fadillah Adamsyah Maani, Numan Saeed, Aleksandr Matsun,…
Online GNN Evaluation Under Test-time Graph Distribution Shiftsby Xin Zheng, Dongjin Song, Qingsong Wen, Bo…
Generalization of Scaled Deep ResNets in the Mean-Field Regimeby Yihang Chen, Fanghui Liu, Yiping Lu,…
Don’t Judge by the Look: Towards Motion Coherent Video Representationby Yitian Zhang, Yue Bai, Huan…