Architectures

Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model NeurIPS 2023 Deep Neural Networks with Dependent Weights: Gaussian Process Mixture Limit, Heavy Tails, Sparsity and Compressibility JMLR 2023 Deep Neural Networks with Efficient Guaranteed Invariances AISTATS 2023 Deepparse : An Extendable, and Fine-Tunable State-Of-The-Art Library for Parsing Multinational Street Addresses EMNLP 2023 Deep Patch Visual Odometry NeurIPS 2023 Deep Recurrent Optimal Stopping NeurIPS 2023 Deep Reinforcement Learning for Two-sided Online Bipartite Matching in Collaborative Order Picking ACML 2023 DeepSolo: Let Transformer Decoder With Explicit Points Solo for Text Spotting CVPR 2023 Deep Span Representations for Named Entity Recognition ACL 2023 Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse AAAI 2023 Deep Transformers without Shortcuts: Modifying Self-attention for Faithful Signal Propagation ICLR 2023 Deep Value Function Networks for Large-Scale Multistage Stochastic Programs AISTATS 2023 DeepVecFont-v2: Exploiting Transformers To Synthesize Vector Fonts With Higher Quality CVPR 2023 DeepVQE: Real Time Deep Voice Quality Enhancement for Joint Acoustic Echo Cancellation, Noise Suppression and Dereverberation Interspeech 2023 Defects of Convolutional Decoder Networks in Frequency Representation ICML 2023 Defending Backdoor Attacks on Vision Transformer via Patch Processing AAAI 2023 Deformable Mesh Transformer for 3D Human Mesh Recovery CVPR 2023 Deformable Model-Driven Neural Rendering for High-Fidelity 3D Reconstruction of Human Heads Under Low-View Settings ICCV 2023 Deformer: Dynamic Fusion Transformer for Robust Hand Pose Estimation ICCV 2023 DeFormer: Integrating Transformers with Deformable Models for 3D Shape Abstraction from a Single Image ICCV 2023 DeformToon3D: Deformable Neural Radiance Fields for 3D Toonification ICCV 2023 DegAE: A New Pretraining Paradigm for Low-Level Vision CVPR 2023 Degraded Polygons Raise Fundamental Questions of Neural Network Perception NeurIPS 2023 Degree-based stratification of nodes in Graph Neural Networks ACML 2023 DeLELSTM: Decomposition-based Linear Explainable LSTM to Capture Instantaneous and Long-term Effects in Time Series IJCAI 2023