Neural Networks

When are dynamical systems learned from time series data statistically accurate? NeurIPS 2024 When Good and Reproducible Results are a Giant with Feet of Clay: The Importance of Software Quality in NLP ACL 2024 When Representations Align: Universality in Representation Learning Dynamics ICML 2024 Where We Have Arrived in Proving the Emergence of Sparse Interaction Primitives in DNNs ICLR 2024 Which Frequencies do CNNs Need? Emergent Bottleneck Structure in Feature Learning ICML 2024 Why Do You Grok? A Theoretical Analysis on Grokking Modular Addition ICML 2024 Wide Two-Layer Networks can Learn from Adversarial Perturbations NeurIPS 2024 Word-level prediction in Plains Cree: First steps NAACL 2024 Worst-Case VCG Redistribution Mechanism Design Based on the Lottery Ticket Hypothesis AAAI 2024 XFeat: Accelerated Features for Lightweight Image Matching CVPR 2024 XScale-NVS: Cross-Scale Novel View Synthesis with Hash Featurized Manifold CVPR 2024 YOLOPitch: A Time-Frequency Dual-Branch YOLO Model for Pitch Estimation Interspeech 2024 YOLOv10: Real-Time End-to-End Object Detection NeurIPS 2024 Zavira@DravidianLangTech 2024:Telugu hate speech detection using LSTM EACL 2024 Zero-Shot Transfer of Neural ODEs NeurIPS 2024 ZipIt! Merging Models from Different Tasks without Training ICLR 2024 $α$-MDF: An Attention-based Multimodal Differentiable Filter for Robot State Estimation CoRL 2023 3D-Aware Generative Model for Improved Side-View Image Synthesis ICCV 2023 3D Human Pose Lifting with Grid Convolution AAAI 2023 3D Neural Sculpting (3DNS): Editing Neural Signed Distance Functions WACV 2023 3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation ICLR 2023 4D Panoptic Segmentation as Invariant and Equivariant Field Prediction ICCV 2023 A Boundary Offset Prediction Network for Named Entity Recognition EMNLP 2023 Accelerating the Training of Video Super-resolution Models AAAI 2023 Accelerating Toeplitz Neural Network with Constant-time Inference Complexity EMNLP 2023