Deep Learning

Accurate Detection of Weld Seams for Laser Welding in Real-World Manufacturing AAAI 2023 Achieving High Accuracy with PINNs via Energy Natural Gradient Descent ICML 2023 A Context-Constrained Sentence Modeling for Deception Detection in Real Interrogation Interspeech 2023 AdaNIC: Towards Practical Neural Image Compression via Dynamic Transform Routing ICCV 2023 Adaptive Textual Label Noise Learning based on Pre-trained Models EMNLP 2023 Addressing the Length Bias Challenge in Document-Level Neural Machine Translation EMNLP 2023 Alignment-free HDR Deghosting with Semantics Consistent Transformer ICCV 2023 A Mask Free Neural Network for Monaural Speech Enhancement Interspeech 2023 AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification AAAI 2023 An Image Quality Assessment Dataset for Portraits CVPR 2023 A Noise-Tolerant Differentiable Learning Approach for Single Occurrence Regular Expression with Interleaving AAAI 2023 An (unhelpful) guide to selecting the best ASR architecture for your under-resourced language ACL 2023 A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning NeurIPS 2023 A Practical Stereo Depth System for Smart Glasses CVPR 2023 AREA: Adaptive Reweighting via Effective Area for Long-Tailed Classification ICCV 2023 A Semi-Autoregressive Graph Generative Model for Dependency Graph Parsing ACL 2023 A Soma Segmentation Benchmark in Full Adult Fly Brain CVPR 2023 A Survey of Deep Learning for Mathematical Reasoning ACL 2023 Attention-based Encoder-Decoder Network for End-to-End Neural Speaker Diarization with Target Speaker Attractor Interspeech 2023 A Unified Pyramid Recurrent Network for Video Frame Interpolation CVPR 2023 Automated Orthodontic Diagnosis from a Summary of Medical Findings ACL 2023 Automatic Deep Neural Network-Based Segmental Pronunciation Error Detection of L2 English Speech (L1 Bengali) Interspeech 2023 Backpropagation-Free Deep Learning with Recursive Local Representation Alignment AAAI 2023 Backward Feature Correction: How Deep Learning Performs Deep (Hierarchical) Learning COLT 2023 Benign Overfitting in Two-layer ReLU Convolutional Neural Networks ICML 2023