Deep Learning

C²A-SLU: Cross and Contrastive Attention for Improving ASR Robustness in Spoken Language Understanding Interspeech 2023 Class Adaptive Network Calibration CVPR 2023 Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition CVPR 2023 Class-Incremental Exemplar Compression for Class-Incremental Learning CVPR 2023 CMU’s IWSLT 2023 Simultaneous Speech Translation System ACL 2023 CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation EMNLP 2023 CoLT5: Faster Long-Range Transformers with Conditional Computation EMNLP 2023 Competitive and Resource Efficient Factored Hybrid HMM Systems are Simpler Than You Think Interspeech 2023 Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition AAAI 2023 Continuous Parametric Optical Flow NeurIPS 2023 Controllable Neural Symbolic Regression ICML 2023 Correlative Information Maximization: A Biologically Plausible Approach to Supervised Deep Neural Networks without Weight Symmetry NeurIPS 2023 Coupled Multiwavelet Operator Learning for Coupled Differential Equations ICLR 2023 CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations ICLR 2023 CrossSplit: Mitigating Label Noise Memorization through Data Splitting ICML 2023 CTW: Confident Time-Warping for Time-Series Label-Noise Learning IJCAI 2023 D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory ICLR 2023 DC CoMix TTS: An End-to-End Expressive TTS with Discrete Code Collaborated with Mixer Interspeech 2023 DeAR: A Deep-Learning-Based Audio Re-recording Resilient Watermarking AAAI 2023 Deep Attentive Model for Knowledge Tracing AAAI 2023 Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search ICML 2023 Deep Latent Regularity Network for Modeling Stochastic Partial Differential Equations AAAI 2023 Deep learning and low-resource languages: How much data is enough? A case study of three linguistically distinct South African languages EACL 2023 DELFlow: Dense Efficient Learning of Scene Flow for Large-Scale Point Clouds ICCV 2023 Detection of Laughter and Screaming Using the Attention and CTC Models Interspeech 2023