Neural Network Optimization

Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics NeurIPS 2023 Iterative autoregression: a novel trick to improve your low-latency speech enhancement model Interspeech 2023 Japanese-to-English Simultaneous Dubbing Prototype ACL 2023 JEPOO: Highly Accurate Joint Estimation of Pitch, Onset and Offset for Music Information Retrieval IJCAI 2023 KAKURENBO: Adaptively Hiding Samples in Deep Neural Network Training NeurIPS 2023 Kronecker-Factored Approximate Curvature for Modern Neural Network Architectures NeurIPS 2023 L2T-DLN: Learning to Teach with Dynamic Loss Network NeurIPS 2023 Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language. NeurIPS 2023 Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing ACL 2023 LCS: Learning Compressible Subspaces for Efficient, Adaptive, Real-Time Network Compression at Inference Time WACV 2023 Learnable Surrogate Gradient for Direct Training Spiking Neural Networks IJCAI 2023 Learned Adapters Are Better Than Manually Designed Adapters ACL 2023 Learning Adaptive Tensorial Density Fields for Clean Cryo-ET Reconstruction NeurIPS 2023 Learning an Explicit Hyper-parameter Prediction Function Conditioned on Tasks JMLR 2023 Learning Better Masking for Better Language Model Pre-training ACL 2023 Learning Compact Features via In-Training Representation Alignment AAAI 2023 Learning Fractals by Gradient Descent AAAI 2023 Learning Iterative Neural Optimizers for Image Steganography ICLR 2023 Learning Low Dimensional State Spaces with Overparameterized Recurrent Neural Nets ICLR 2023 Learning Narrow One-Hidden-Layer ReLU Networks COLT 2023 Learning Neural PDE Solvers with Parameter-Guided Channel Attention ICML 2023 Learning Physics-Informed Neural Networks without Stacked Back-propagation AISTATS 2023 Learning-Rate-Free Learning by D-Adaptation ICML 2023 Learning the dynamics of autonomous nonlinear delay systems L4DC 2023 Learning threshold neurons via edge of stability NeurIPS 2023