Neural Networks

Codec Avatar Studio: Paired Human Captures for Complete, Driveable, and Generalizable Avatars NeurIPS 2024 CoFie: Learning Compact Neural Surface Representations with Coordinate Fields NeurIPS 2024 Color-Oriented Redundancy Reduction in Dataset Distillation NeurIPS 2024 Combinatorial Routing for Neural Trees IJCAI 2024 Combining Frame and GOP Embeddings for Neural Video Representation CVPR 2024 Commutative Scaling of Width and Depth in Deep Neural Networks JMLR 2024 Comparing the Decision-Making Mechanisms by Transformers and CNNs via Explanation Methods CVPR 2024 Complexity of Neural Network Training and ETR: Extensions with Effectively Continuous Functions AAAI 2024 Complex priors and flexible inference in recurrent circuits with dendritic nonlinearities ICLR 2024 Compositional Curvature Bounds for Deep Neural Networks ICML 2024 Compositional Generalization Across Distributional Shifts with Sparse Tree Operations NeurIPS 2024 Comprehensive Attribution: Inherently Explainable Vision Model with Feature Detector ECCV 2024 Comprehensive View Embedding Learning for Single-Cell Multimodal Integration AAAI 2024 Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth ICML 2024 Conditional Backdoor Attack via JPEG Compression AAAI 2024 Conformer without Convolutions Interspeech 2024 Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning NeurIPS 2024 Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks? ICML 2024 Consensus Learning with Deep Sets for Essential Matrix Estimation NeurIPS 2024 Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data NeurIPS 2024 Construction of a Multiple-DOF Underactuated Gripper with Force-Sensing via Deep Learning RSS 2024 Contemplative Mechanism for Speech Recognition: Speech Encoders can Think Interspeech 2024 Content-Adaptive Non-Local Convolution for Remote Sensing Pansharpening CVPR 2024 Context-Aware Iteration Policy Network for Efficient Optical Flow Estimation AAAI 2024 Continuous Heatmap Regression for Pose Estimation via Implicit Neural Representation NeurIPS 2024