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Neural Network Optimization

3,648 papers

Papers per year

Papers

Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths EMNLP 2024
Stochastic Fine-Tuning of Language Models Using Masked Gradients EMNLP 2024
N-gram-Based Preprocessing for Sandhi Reversion in Vedic Sanskrit EMNLP 2024
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks ICLR 2024
Conflict-Alleviated Gradient Descent for Adaptive Object Detection IJCAI 2024
1DFormer: A Transformer Architecture Learning 1D Landmark Representations for Facial Landmark Tracking IJCAI 2024
TFWT: Tabular Feature Weighting with Transformer IJCAI 2024
Exploring the Inefficiency of Heavy Ball as Momentum Parameter Approaches 1 IJCAI 2024
Causality-enhanced Discreted Physics-informed Neural Networks for Predicting Evolutionary Equations IJCAI 2024
Efficiency Calibration of Implicit Regularization in Deep Networks via Self-paced Curriculum-Driven Singular Value Selection IJCAI 2024
Provable Acceleration of Nesterov’s Accelerated Gradient Method over Heavy Ball Method in Training Over-Parameterized Neural Networks IJCAI 2024
The Orthogonality of Weight Vectors: The Key Characteristics of Normalization and Residual Connections IJCAI 2024
Strengthening Layer Interaction via Dynamic Layer Attention IJCAI 2024
Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations IJCAI 2024
Towards Geometric Normalization Techniques in SE(3) Equivariant Graph Neural Networks for Physical Dynamics Simulations IJCAI 2024
Learning-Based Tracking-before-Detect for RF-Based Unconstrained Indoor Human Tracking IJCAI 2024
Learning Label Dependencies for Visual Information Extraction IJCAI 2024
Beyond the Limits: A Survey of Techniques to Extend the Context Length in Large Language Models IJCAI 2024
MSA-DPCRN: A Multi-Scale Asymmetric Dual-Path Convolution Recurrent Network with Attentional Feature Fusion for Acoustic Echo Cancellation INTERSPEECH 2024
Lightweight Transducer Based on Frame-Level Criterion INTERSPEECH 2024
Exploring the limits of decoder-only models trained on public speech recognition corpora INTERSPEECH 2024
Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask INTERSPEECH 2024
Towards Explainable Monaural Speaker Separation with Auditory-based Training INTERSPEECH 2024
PFCA-Net: Pyramid Feature Fusion and Cross Content Attention Network for Automated Audio Captioning INTERSPEECH 2024
Efficiently Train ASR Models that Memorize Less and Perform Better with Per-core Clipping INTERSPEECH 2024