Deep Learning

Developing the Wheel Image Similarity Application with Deep Metric Learning: Hyundai Motor Company Case AAAI 2023 Diffusion Generative Models in Infinite Dimensions AISTATS 2023 DINN360: Deformable Invertible Neural Network for Latitude-Aware 360deg Image Rescaling CVPR 2023 Directional Connectivity-Based Segmentation of Medical Images CVPR 2023 Disambiguated Lexically Constrained Neural Machine Translation ACL 2023 Discourse-Centric Evaluation of Document-level Machine Translation with a New Densely Annotated Parallel Corpus of Novels ACL 2023 Disease Network Constructor: a Pathway Extraction and Visualization ACL 2023 Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting AAAI 2023 DMIS: Dynamic Mesh-Based Importance Sampling for Training Physics-Informed Neural Networks AAAI 2023 Dual Memory Fusion for Multimodal Speech Emotion Recognition Interspeech 2023 Dynamic Fully-Connected Layer for Large-Scale Speaker Verification Interspeech 2023 E2E-S2S-VC: End-To-End Sequence-To-Sequence Voice Conversion Interspeech 2023 Easy Guided Decoding in Providing Suggestions for Interactive Machine Translation ACL 2023 ECON: Explicit Clothed Humans Optimized via Normal Integration CVPR 2023 EFEM: Equivariant Neural Field Expectation Maximization for 3D Object Segmentation Without Scene Supervision CVPR 2023 EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones ICCV 2023 EINNs: Epidemiologically-Informed Neural Networks AAAI 2023 Emergent and Predictable Memorization in Large Language Models NeurIPS 2023 End-to-End Learning for Optimization via Constraint-Enforcing Approximators AAAI 2023 End-to-end Training of Deep Boltzmann Machines by Unbiased Contrastive Divergence with Local Mode Initialization ICML 2023 Energy Transformer NeurIPS 2023 Enhancing Spanish-Quechua Machine Translation with Pre-Trained Models and Diverse Data Sources: LCT-EHU at AmericasNLP Shared Task ACL 2023 Enhancing the EEG Speech Match Mismatch Tasks With Word Boundaries Interspeech 2023 Evaluating and reducing the distance between synthetic and real speech distributions Interspeech 2023 Explainability as statistical inference ICML 2023