Deep Learning

AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model AAAI 2024 Anomaly-focused Single Image Super-resolution with Artifact Removal for Chest X-rays using Distribution-aware Diffusion Model MIDL 2024 AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models AAAI 2024 Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection CVPR 2024 Anomaly Score: Evaluating Generative Models and Individual Generated Images based on Complexity and Vulnerability CVPR 2024 A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation ACL 2024 AnoPatch: Towards Better Consistency in Machine Anomalous Sound Detection Interspeech 2024 An operator preconditioning perspective on training in physics-informed machine learning ICLR 2024 An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification JMLR 2024 Another Way to the Top: Exploit Contextual Clustering in Learned Image Coding AAAI 2024 A Novel Approach for Longitudinal Modeling of Aging Health and Predicting Mortality Rates AAAI 2024 A Novel Approach for Root Selection in the Dependency Parsing COLING 2024 A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus ACL 2024 A Novel GAN Approach to Augment Limited Tabular Data for Short-Term Substance Use Prediction IJCAI 2024 A Novel Metric for Measuring the Robustness of Large Language Models in Non-adversarial Scenarios EMNLP 2024 A Novel Unified Architecture for Low-Shot Counting by Detection and Segmentation NeurIPS 2024 ANT: Adaptive Noise Schedule for Time Series Diffusion Models NeurIPS 2024 Antibody Design Using a Score-based Diffusion Model Guided by Evolutionary, Physical and Geometric Constraints ICML 2024 Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization NeurIPS 2024 Anti-spoofing Ensembling Model: Dynamic Weight Allocation in Ensemble Models for Improved Voice Biometrics Security Interspeech 2024 Any2Graph: Deep End-To-End Supervised Graph Prediction With An Optimal Transport Loss NeurIPS 2024 Any-dimensional equivariant neural networks AISTATS 2024 AnyFit: Controllable Virtual Try-on for Any Combination of Attire Across Any Scenario NeurIPS 2024 AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling ACL 2024 AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model EMNLP 2024