Model Architecture

Multi-objective optimization via equivariant deep hypervolume approximation ICLR 2023 Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search AutoML 2023 Multi-View Frequency-Attention Alternative to CNN Frontends for Automatic Speech Recognition Interspeech 2023 MultiZoo and MultiBench: A Standardized Toolkit for Multimodal Deep Learning JMLR 2023 MUX-PLMs: Data Multiplexing for High-throughput Language Models EMNLP 2023 NAS-FM: Neural Architecture Search for Tunable and Interpretable Sound Synthesis Based on Frequency Modulation IJCAI 2023 NCDL: A Framework for Deep Learning on non-Cartesian Lattices NeurIPS 2023 NDDepth: Normal-Distance Assisted Monocular Depth Estimation ICCV 2023 NeILF++: Inter-Reflectable Light Fields for Geometry and Material Estimation ICCV 2023 Network Expansion for Practical Training Acceleration CVPR 2023 Neural Architecture Design and Robustness: A Dataset ICLR 2023 Neural Collapse in Deep Linear Networks: From Balanced to Imbalanced Data ICML 2023 Neural Field Dynamics Model for Granular Object Piles Manipulation CoRL 2023 Neural Fields with Hard Constraints of Arbitrary Differential Order NeurIPS 2023 Neural Koopman Pooling: Control-Inspired Temporal Dynamics Encoding for Skeleton-Based Action Recognition CVPR 2023 Neural Sculpting: Uncovering hierarchically modular task structure in neural networks through pruning and network analysis NeurIPS 2023 Neurosymbolic Reasoning and Learning with Restricted Boltzmann Machines AAAI 2023 NeuS2: Fast Learning of Neural Implicit Surfaces for Multi-view Reconstruction ICCV 2023 Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry Prior CVPR 2023 NLP+Vis: NLP Meets Visualization EMNLP 2023 “No Free Lunch” in Neural Architectures? A Joint Analysis of Expressivity, Convergence, and Generalization AutoML 2023 Noise-Robust Semi-Supervised Learning for Distantly Supervised Relation Extraction EMNLP 2023 ODAM: Gradient-based Instance-Specific Visual Explanations for Object Detection ICLR 2023 OMPQ: Orthogonal Mixed Precision Quantization AAAI 2023 One-Shot Model for Mixed-Precision Quantization CVPR 2023