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conftrace_

gradient vanishing

40 papers

Papers

Towards Reliable Evaluation of Adversarial Robustness for Spiking Neural Networks CVPR 2026 Turbo-GS: Accelerating 3D Gaussian Fitting for High-Resolution Radiance Fields CVPR 2026 Adaptive Gradient Learning for Spiking Neural Networks by Exploiting Membrane Potential Dynamics IJCAI 2025 Analytic DAG Constraints for Differentiable DAG Learning ICLR 2025 CREST: An Efficient Conjointly-trained Spike-driven Framework for Event-based Object Detection Exploiting Spatiotemporal Dynamics AAAI 2025 Hyper-Connections ICLR 2025 Rethinking Spiking Neural Networks from an Ensemble Learning Perspective ICLR 2025 Scaling ResNets in the Large-depth Regime JMLR 2025 Self-Adjust Softmax EMNLP 2025 Standard Gaussian Process is All You Need for High-Dimensional Bayesian Optimization ICLR 2025 Understanding High-Dimensional Bayesian Optimization ICML 2025 Autaptic Synaptic Circuit Enhances Spatio-temporal Predictive Learning of Spiking Neural Networks ICML 2024 Bi-ViT: Pushing the Limit of Vision Transformer Quantization AAAI 2024 CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks ICML 2024 Take A Shortcut Back: Mitigating the Gradient Vanishing for Training Spiking Neural Networks NeurIPS 2024 Anti-Symmetric DGN: a stable architecture for Deep Graph Networks ICLR 2023 B2T Connection: Serving Stability and Performance in Deep Transformers ACL 2023 Fast Saturating Gate for Learning Long Time Scales with Recurrent Neural Networks AAAI 2023 Learnable Surrogate Gradient for Direct Training Spiking Neural Networks IJCAI 2023 Improved Gradient-Based Adversarial Attacks for Quantized Networks AAAI 2022 Multi-Level Firing with Spiking DS-ResNet: Enabling Better and Deeper Directly-Trained Spiking Neural Networks IJCAI 2022 Scaling-up Diverse Orthogonal Convolutional Networks by a Paraunitary Framework ICML 2022 Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse NeurIPS 2022 Training Spiking Neural Networks with Event-driven Backpropagation NeurIPS 2022 Adversarial Attack against Cross-lingual Knowledge Graph Alignment EMNLP 2021