Neural Network Optimization

Enhancing Distantly Supervised Named Entity Recognition with Strong Label Guided Lottery Training COLING 2024 Enhancing Hypergradients Estimation: A Study of Preconditioning and Reparameterization AISTATS 2024 Enhancing Neural Training via a Correlated Dynamics Model ICLR 2024 Enhancing Parameter-efficient Fine-tuning with Simple Calibration Based on Stable Rank COLING 2024 Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems ICML 2024 Evaluating the design space of diffusion-based generative models NeurIPS 2024 Evolution and learning in differentiable robots RSS 2024 Exact Mean Square Linear Stability Analysis for SGD COLT 2024 Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization NeurIPS 2024 Expand-and-Cluster: Parameter Recovery of Neural Networks ICML 2024 Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization NeurIPS 2024 Exploiting Positional Bias for Query-Agnostic Generative Content in Search ACL 2024 Exploiting the Social-Like Prior in Transformer for Visual Reasoning AAAI 2024 Exploring and Exploiting the Asymmetric Valley of Deep Neural Networks NeurIPS 2024 Exploring the Inefficiency of Heavy Ball as Momentum Parameter Approaches 1 IJCAI 2024 Exploring the limits of decoder-only models trained on public speech recognition corpora Interspeech 2024 Exploring the Promise and Limits of Real-Time Recurrent Learning ICLR 2024 Exploring Transformer Extrapolation AAAI 2024 Exponential Hardness of Optimization from the Locality in Quantum Neural Networks AAAI 2024 Expressivity of ReLU-Networks under Convex Relaxations ICLR 2024 Extreme Fine-tuning: A Novel and Fast Fine-tuning Approach for Text Classification EACL 2024 Fast Equilibrium of SGD in Generic Situations ICLR 2024 Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level NeurIPS 2024 Fast Forwarding Low-Rank Training EMNLP 2024 FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models EMNLP 2024