Neural Networks

Towards efficient deep spiking neural networks construction with spiking activity based pruning ICML 2024 Towards Efficient MCMC Sampling in Bayesian Neural Networks by Exploiting Symmetry (Extended Abstract) IJCAI 2024 Towards Faithful Explanations: Boosting Rationalization with Shortcuts Discovery ICLR 2024 Towards General Neural Surrogate Solvers with Specialized Neural Accelerators ICML 2024 Towards General Robustness Verification of MaxPool-based Convolutional Neural Networks via Tightening Linear Approximation CVPR 2024 Towards HDR and HFR Video from Rolling-Mixed-Bit Spikings CVPR 2024 Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation ICML 2024 Towards Model Extraction Attacks in GAN-Based Image Translation via Domain Shift Mitigation AAAI 2024 Towards Neural Architecture Search through Hierarchical Generative Modeling ICML 2024 Towards Online Continuous Sign Language Recognition and Translation EMNLP 2024 Towards Progressive Multi-Frequency Representation for Image Warping CVPR 2024 Towards Scalable and Stable Parallelization of Nonlinear RNNs NeurIPS 2024 Towards Scalable and Versatile Weight Space Learning ICML 2024 Towards Speech Classification from Acoustic and Vocal Tract data in Real-time MRI Interspeech 2024 Towards training digitally-tied analog blocks via hybrid gradient computation NeurIPS 2024 Tracking Tiny Insects in Cluttered Natural Environments Using Refinable Recurrent Neural Networks WACV 2024 TrAct: Making First-layer Pre-Activations Trainable NeurIPS 2024 Tradition or Innovation: A Comparison of Modern ASR Methods for Forced Alignment Interspeech 2024 Training Binary Neural Networks via Gaussian Variational Inference and Low-Rank Semidefinite Programming NeurIPS 2024 Training-free Prompt Placement by Propagation for SAM Predictions in Bone CT Scans MIDL 2024 Transferring Learning Trajectories of Neural Networks ICLR 2024 Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models NeurIPS 2024 Transitional Uncertainty with Layered Intermediate Predictions ICML 2024 Transport of Algebraic Structure to Latent Embeddings ICML 2024 Traveling Waves Encode The Recent Past and Enhance Sequence Learning ICLR 2024