Deep Learning

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson’s Disease Medication State from Speech Interspeech 2025 On the reliability of feature attribution methods for speech classification Interspeech 2025 On the Reliability of Large Language Models for Causal Discovery ACL 2025 On the Robustness of Distributed Machine Learning Against Transfer Attacks AAAI 2025 On the Role of Label Noise in the Feature Learning Process ICML 2025 On the Role of Model Prior in Real-World Inductive Reasoning EMNLP 2025 On the Sample Complexity of Next-Token Prediction AISTATS 2025 On the Similarities of Embeddings in Contrastive Learning ICML 2025 On the Statistical Properties of Generative Adversarial Models for Low Intrinsic Data Dimension JMLR 2025 On the Tolerance of Repetition Before Performance Degradation in Kiswahili Automatic Speech Recognition ACL 2025 On the Trainability and Classical Simulability of Learning Matrix Product States Variationally AAAI 2025 On the Transfer of Object-Centric Representation Learning ICLR 2025 On the Way to LLM Personalization: Learning to Remember User Conversations ACL 2025 On the Within-class Variation Issue in Alzheimer's Disease Detection Interspeech 2025 On the Zero-shot Adversarial Robustness of Vision-Language Models: A Truly Zero-shot and Training-free Approach CVPR 2025 On Understanding Attention-Based In-Context Learning for Categorical Data ICML 2025 On Which Data Distribution (Synthetic or Real) We Should Rely for Soft Biometric Classification WACV 2025 On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation ICML 2025 OODML: Whole Slide Image Classification Meets Online Pseudo-Supervision and Dynamic Mutual Learning AAAI 2025 OOTDiffusion: Outfitting Fusion Based Latent Diffusion for Controllable Virtual Try-On AAAI 2025 O_O-VC: Synthetic Data-Driven One-to-One Alignment for Any-to-Any Voice Conversion EMNLP 2025 Open Ad-hoc Categorization with Contextualized Feature Learning CVPR 2025 Open-Canopy: Towards Very High Resolution Forest Monitoring CVPR 2025 Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics ICLR 2025 OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models ACL 2025