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conftrace_

gradient propagation

45 papers

Papers

BEA-GS: BEyond RAdiance Supervision in 3DGS for Precise Object Extraction CVPR 2026 From Sequential to Recursive: Enhancing Decision-Focused Learning with Bidirectional Feedback AAAI 2026 Optimization Method for Surrogate Function in Spiking Neural Networks Based on Membrane Potential Distribution AAAI 2026 Stabilizing Spiking Neurons Through Biologically Inspired Polarization AAAI 2026 An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures ICML 2025 DOLPHIN: A Programmable Framework for Scalable Neurosymbolic Learning ICML 2025 DS-VLM: Diffusion Supervision Vision Language Model ICML 2025 Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers ICML 2025 Optimal Information Retention for Time-Series Explanations ICML 2025 Peri-LN: Revisiting Normalization Layer in the Transformer Architecture ICML 2025 Training Long-Context LLMs Efficiently via Chunk-wise Optimization ACL 2025 Attention Guided CAM: Visual Explanations of Vision Transformer Guided by Self-Attention AAAI 2024 Do Transformer World Models Give Better Policy Gradients? ICML 2024 Sparse maximal update parameterization: A holistic approach to sparse training dynamics NeurIPS 2024 Towards Training Without Depth Limits: Batch Normalization Without Gradient Explosion ICLR 2024 Estimator Meets Equilibrium Perspective: A Rectified Straight Through Estimator for Binary Neural Networks Training ICCV 2023 PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning NeurIPS 2023 Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution EMNLP 2022 Graph-Coupled Oscillator Networks ICML 2022 Multi-Level Firing with Spiking DS-ResNet: Enabling Better and Deeper Directly-Trained Spiking Neural Networks IJCAI 2022 XAI for Transformers: Better Explanations through Conservative Propagation ICML 2022 How Does Topology Influence Gradient Propagation and Model Performance of Deep Networks With DenseNet-Type Skip Connections? CVPR 2021 ResNet or DenseNet? Introducing Dense Shortcuts to ResNet WACV 2021 Revisiting Weight Initialization of Deep Neural Networks ACML 2021 ReZero is all you need: fast convergence at large depth UAI 2021