neural network

What Languages are Easy to Language-Model? A Perspective from Learning Probabilistic Regular Languages ACL 2024 What Makes and Breaks Safety Fine-tuning? A Mechanistic Study NeurIPS 2024 What Makes Language Models Good-enough? ACL 2024 What Makes Models Compositional? A Theoretical View IJCAI 2024 What's in a Prior? Learned Proximal Networks for Inverse Problems ICLR 2024 What Variables Affect Out-of-Distribution Generalization in Pretrained Models? NeurIPS 2024 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 Where Do Large Learning Rates Lead Us? NeurIPS 2024 Where Elegance Meets Precision: Towards a Compact, Automatic, and Flexible Framework for Multi-modality Image Fusion and Applications IJCAI 2024 Where We Have Arrived in Proving the Emergence of Sparse Interaction Primitives in DNNs ICLR 2024 Wide Two-Layer Networks can Learn from Adversarial Perturbations NeurIPS 2024 Worst-Case VCG Redistribution Mechanism Design Based on the Lottery Ticket Hypothesis AAAI 2024 xLSTM: Extended Long Short-Term Memory NeurIPS 2024 YOLOPitch: A Time-Frequency Dual-Branch YOLO Model for Pitch Estimation Interspeech 2024 ZipIt! Merging Models from Different Tasks without Training ICLR 2024 $E(2)$-Equivariant Vision Transformer UAI 2023 H-Consistency Bounds for Pairwise Misranking Loss Surrogates ICML 2023 A^2CiD^2: Accelerating Asynchronous Communication in Decentralized Deep Learning NeurIPS 2023 $α$-MDF: An Attention-based Multimodal Differentiable Filter for Robot State Estimation CoRL 2023 3D Human Pose Lifting with Grid Convolution AAAI 2023 A Blessing of Dimensionality in Membership Inference through Regularization AISTATS 2023 A Boundary Offset Prediction Network for Named Entity Recognition EMNLP 2023 Accelerated Coordinate Encoding: Learning to Relocalize in Minutes Using RGB and Poses CVPR 2023 Accelerated Training via Incrementally Growing Neural Networks using Variance Transfer and Learning Rate Adaptation NeurIPS 2023